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          "excerpt": "TABLEAU NEW AWARD  TABLEAU - CREATOR (SERVER) SUBSCRIPTION LICENSES (VENDOR PART NO. 200001773-2) TABLEAU - EXPLORER (SERVER) SUBSCRIPTION LICENSES (VENDOR PART NO. 200001774-2) TABLEAU - VIEWER (SERV"
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        {
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          "excerpt": "DATASEED BPA - TABLEAU LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "72038623F50001",
          "excerpt": "DATASEED BPA - TABLEAU LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75N97022F00046",
          "excerpt": "TO PROCURE TABLEAU ONLINE SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "49100425F0009",
          "excerpt": "TABLEAU LICENSES - NSF BFA SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "49100425F0009",
          "excerpt": "TABLEAU LICENSES - NSF BFA SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "75N96022F00003",
          "excerpt": "TABLEAU PROFESSIONAL RENEWAL FY22"
        },
        {
          "pattern": "renewal",
          "award_id": "75N96023F00002",
          "excerpt": "TABLEAU - PROFESSIONAL - RENEWAL- FY23"
        },
        {
          "pattern": "renewal",
          "award_id": "20341122F00006",
          "excerpt": "FY22 TABLEAU RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "49100424P0011",
          "excerpt": "TABLEAU LICENSES FOR NSF BFA"
        },
        {
          "pattern": "licences",
          "award_id": "273FCC26P0020",
          "excerpt": "TABLEAU S/W LICENSES."
        },
        {
          "pattern": "renewal",
          "award_id": "N5523625P0070",
          "excerpt": "C410A - SWRMC CODE 1173 - TABLEAU CREATOR RENEWAL LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "N5523625P0070",
          "excerpt": "C410A - SWRMC CODE 1173 - TABLEAU CREATOR RENEWAL LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "W9124J24F0051",
          "excerpt": "FY24 15 TABLEAU LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "1331L522FNEEP0534",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "140D7018F0063",
          "excerpt": "TABLEAU MAINTENANCE&SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "140D7018F0063",
          "excerpt": "TABLEAU MAINTENANCE&SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000258",
          "excerpt": "TABLEAU CREATOR LICENSES FOR TWO (2) MONTHS"
        },
        {
          "pattern": "licences",
          "award_id": "49100423F0002",
          "excerpt": "TABLEAU LICENSES FOR NSF BFA"
        },
        {
          "pattern": "licences",
          "award_id": "49100422F0003",
          "excerpt": "TABLEAU LICENSES FOR NSF BFA"
        },
        {
          "pattern": "training",
          "award_id": "70FA3022F00000255",
          "excerpt": "FY22 TABLEAU CREATOR LICENSES-TRAINING"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3022F00000255",
          "excerpt": "FY22 TABLEAU CREATOR LICENSES-TRAINING"
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FDX030065",
          "excerpt": "ALPHA SERVE TABLEAU CONNECTOR FOR JIRA SOFTWARE SUBSCRIPTION RENEWAL. PERIOD OF PERFORMANCE 3/9/2025 - 3/8/2026."
        },
        {
          "pattern": "integration",
          "award_id": "28321325FDX030065",
          "excerpt": "ALPHA SERVE TABLEAU CONNECTOR FOR JIRA SOFTWARE SUBSCRIPTION RENEWAL. PERIOD OF PERFORMANCE 3/9/2025 - 3/8/2026."
        },
        {
          "pattern": "licences",
          "award_id": "28321325FDX030065",
          "excerpt": "ALPHA SERVE TABLEAU CONNECTOR FOR JIRA SOFTWARE SUBSCRIPTION RENEWAL. PERIOD OF PERFORMANCE 3/9/2025 - 3/8/2026."
        },
        {
          "pattern": "licences",
          "award_id": "70CTD020FC0000108",
          "excerpt": "TABLEAU CREATOR LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "FA240124F0015",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "72061124F50002",
          "excerpt": "DMND0005666 PROCURE TABLEAU CREATOR SERVER 15 USERS"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FB138",
          "excerpt": "TABLEAU RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "7200AA23F50018",
          "excerpt": "(TABLEAU) THE PURPOSE OF THE AWARD IS TO RENEW DATA VISUALIZATION SOFTWARE."
        },
        {
          "pattern": "licences",
          "award_id": "72067423F50005",
          "excerpt": "PURCHASE OF TABLEAU LICENSES FOR USAID/SOUTH AFRICA"
        },
        {
          "pattern": "licences",
          "award_id": "72052023F50002",
          "excerpt": "TO PROCURE ARCGIS AND TABLEAU LICENSES FOR USAID/GUATEMALA STAFF"
        },
        {
          "pattern": "renewal",
          "award_id": "72067424F50007",
          "excerpt": "RENEWAL OF 13 X TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "72067424F50007",
          "excerpt": "RENEWAL OF 13 X TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "N0016422F0006",
          "excerpt": "CREATOR - LICENSE - 1 YEAR TABLEAU"
        },
        {
          "pattern": "renewal",
          "award_id": "70FBR923F00000035",
          "excerpt": "SP265-TABLEAU CREATOR SOFTWARE LICENSES/SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "70FBR923F00000035",
          "excerpt": "SP265-TABLEAU CREATOR SOFTWARE LICENSES/SUBSCRIPTIONS"
        },
        {
          "pattern": "support",
          "award_id": "70FBR922P00000029",
          "excerpt": "PURCHASE OF 13 TABLEAU LICENSES TO SUPPORT REGION 9 EMPLOYEES IN COMPILING RAW DATA AND PRODUCING REPORTS ACCORDINGLY."
        },
        {
          "pattern": "licences",
          "award_id": "70FBR922P00000029",
          "excerpt": "PURCHASE OF 13 TABLEAU LICENSES TO SUPPORT REGION 9 EMPLOYEES IN COMPILING RAW DATA AND PRODUCING REPORTS ACCORDINGLY."
        },
        {
          "pattern": "licences",
          "award_id": "72052324F50004",
          "excerpt": "12 LICENSES OF TABLEAU-CREATOR (SERVER) 12 MONTHS PERIOD FOR USAID/MEXICO STAFF."
        },
        {
          "pattern": "licences",
          "award_id": "140D0425F0558",
          "excerpt": "13 TABLEAU CREATOR SERVER LICENSES FOR INTERIOR BUSINESS CENTER, ACQUISITION SERVICES DIRECTORATE."
        },
        {
          "pattern": "licences",
          "award_id": "2033H625F00068",
          "excerpt": "TABLEAU CREATOR LICENSES - TREASURY-WIDE SALESFORCE SOFTWARE PRODUCTS CATALOG ORDER"
        },
        {
          "pattern": "licences",
          "award_id": "72061222F50003",
          "excerpt": "NEW 14 TABLEAU CREATOR SOFTWARE LICENSES FOR USAID/MALAWI."
        },
        {
          "pattern": "licences",
          "award_id": "140D0426F0508",
          "excerpt": "AQD-26-026 TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000071",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD021FR0000078",
          "excerpt": "SOFTWARE LICENSES (TABLEAU CREATOR)"
        },
        {
          "pattern": "training",
          "award_id": "12314423F0090",
          "excerpt": "TABLEAU LICENSES - REFERENCE CRQ 4356272  SECTION 889 HAS BEEN INCLUDED:  FAR.204.24 CERTIFICATION AND INCORPORATE 52.204.25"
        },
        {
          "pattern": "licences",
          "award_id": "12314423F0090",
          "excerpt": "TABLEAU LICENSES - REFERENCE CRQ 4356272  SECTION 889 HAS BEEN INCLUDED:  FAR.204.24 CERTIFICATION AND INCORPORATE 52.204.25"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000261",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1331L520F13OS0187",
          "excerpt": "TABLEAU LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "75R60222F80021",
          "excerpt": "TABLEAU LICENSES FOR BHW"
        },
        {
          "pattern": "renewal",
          "award_id": "73351024F0074",
          "excerpt": "TABLEAU CREATOR (SERVER/DESKTOP)-RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F0602",
          "excerpt": "RENEWAL OF TABLEAU LICENSES FOR NOAA/OAR"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F0602",
          "excerpt": "RENEWAL OF TABLEAU LICENSES FOR NOAA/OAR"
        },
        {
          "pattern": "licences",
          "award_id": "70FBR322P00000018",
          "excerpt": "TABLEAU LICENSES FOR FEMA REGION III"
        },
        {
          "pattern": "training",
          "award_id": "N6660425M1173",
          "excerpt": "TABLEAU - TRAINING - ELEARNING"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000073",
          "excerpt": "TABLEAU CREATOR LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "15JC1V24F00000021",
          "excerpt": "ADDITIONAL LICENSES: TABLEAU VIEWER FOR THE DOJ CIVIL DIVISION"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4024F00000100",
          "excerpt": "RENEWAL OF 7 TABLEAU CREATOR LICENSE KEYS (PART NUMBER: 200001773-2) TCKH-7BCB-9C50-2DA4-31CD, TCDQ-7C2D-1D40-2C5D-B21A, TCEW-7C73-9C20-5D5A-365B, TC12-7CB9-0990-E8A3-7871, TCUJ-7CE5-97D0-F057-B4C9, T"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4024F00000100",
          "excerpt": "RENEWAL OF 7 TABLEAU CREATOR LICENSE KEYS (PART NUMBER: 200001773-2) TCKH-7BCB-9C50-2DA4-31CD, TCDQ-7C2D-1D40-2C5D-B21A, TCEW-7C73-9C20-5D5A-365B, TC12-7CB9-0990-E8A3-7871, TCUJ-7CE5-97D0-F057-B4C9, T"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F13ES0102",
          "excerpt": "DELIVERY ORDER TO RENEW TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F13ES0102",
          "excerpt": "DELIVERY ORDER TO RENEW TABLEAU LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD020FC0000085",
          "excerpt": "TABLEAU BPA TABLEAU LICENSE, AND MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD020FC0000085",
          "excerpt": "TABLEAU BPA TABLEAU LICENSE, AND MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000260",
          "excerpt": "100 TABLEAU CREATOR LICENSES FOR TWO (2) MONTHS"
        },
        {
          "pattern": "licences",
          "award_id": "N6426724FG014",
          "excerpt": "TABLEAU DATA MGMT & TABLEAU VIEWER LICENSES PO# 4522452860"
        },
        {
          "pattern": "training",
          "award_id": "N0016723FG166",
          "excerpt": "PO 4522354715 TABLEAU TRAINING ELEARNING SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "15JC1V24F00000074",
          "excerpt": "NEW LICENSES FOR THE CIVIL DIVISION: TABLEAU FOR DATA ANALYTICS"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000307",
          "excerpt": "TABLEAU CREATOR SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4024F00000119",
          "excerpt": "THIS IS A FIRM FIXED PRICE (FFP) DELIVER ORDER.  THE CONTRACTOR SHALL PROVIDE TABLEAU LICENSES IN ACCORDANCE WITH THE CONTRACTORS BID #: 571683446 DATED 02/07/2024, AND IN ACCORDANCE WITH THE TERMS AN"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13ES0122",
          "excerpt": "RENEWAL OF TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1331L523F13ES0122",
          "excerpt": "RENEWAL OF TABLEAU LICENSES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 577,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 577,
        "low": 397.0,
        "p25": 18432.04,
        "median": 62371.9,
        "p75": 334916.83,
        "high": 13047775.55,
        "from": "2015-06-11",
        "to": "2026-10-01"
      },
      "clean_count": 577,
      "scope_counts": {
        "license": 368,
        "modification": 1,
        "bundle": 24,
        "renewal": 209,
        "unknown": 70,
        "training": 14,
        "support": 39,
        "services": 13
      },
      "observed_low": 397.0,
      "observed_high": 13047775.55,
      "observed_median": 62371.9,
      "observed_total": 196359648.43,
      "award_count": 738,
      "agency_count": 31,
      "date_range": {
        "from": "2015-06-11",
        "to": "2026-10-01"
      },
      "last_verified": "2026-10-05",
      "name": "Tableau",
      "slug": "tableau",
      "prose": {
        "answer_lead": "Public agencies have paid from $397 to $13,047,775.55 for Tableau, across 577 license and renewal awards. The median observed award for Tableau licenses and renewals is $62,371.90.",
        "renewal_watch": "Tableau appears in 738 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $397 to $13,047,776, the largest being $13,047,776 to Department of Veterans Affairs in 2023. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost for Tableau licenses and renewals?",
            "answer": "A quarter of these awards were for $18,432.04 or less, and another quarter were for $334,916.83 or more. The lowest observed award was $397 and the highest was $13,047,775.55.",
            "award_ids": []
          },
          {
            "question": "Are there examples of Tableau contracts that include implementation or integration services?",
            "answer": "Yes, some contracts include implementation or integration services. For instance, the Department of the Interior had an award for Tableau server and desktop software support and maintenance, which also included requirements for future development, deployment, and applications management (award ID: 140D0420P0070).",
            "award_ids": [
              "140D0420P0070",
              "140D0423P0227"
            ]
          },
          {
            "question": "What are some of the highest and lowest amounts paid for Tableau licenses?",
            "answer": "The highest amount paid for Tableau licenses was $13,047,775.55 by the Department of Veterans Affairs for business intelligence software subscription licenses and premium support services (award ID: 36C10B23F0160). The lowest observed award for a license was $397 by the Department of Justice for Tableau software maintenance renewal (award ID: 15DDPH23P00000007).",
            "award_ids": [
              "36C10B23F0160",
              "15DDPH23P00000007"
            ]
          },
          {
            "question": "What is the cost for Tableau training?",
            "answer": "The General Services Administration had an award for Tableau training for $187,748.39 (award ID: 47QFWA19F0052).",
            "award_ids": [
              "D819",
              "1605DC19F00305",
              "47QFWA19F0052"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The Department of the Treasury renewed Tableau licenses and purchased data management licenses for $725,426.33 in 2023 (award ID: 2031JW23F00136).",
            "The Department of Defense paid $1,665,260.03 for software support (award ID: HC102818F1713).",
            "The Department of Labor paid $401,320 for software licenses and associated training (award ID: 1605DC19F00174).",
            "empty_faq_answer: What is included in Tableau contracts beyond just licenses?"
          ],
          "rewritten": [
            "Public agencies have paid from $397 to $13,047,775.55 for Tableau. These figures",
            "Public agencies have paid from $397 to $13,047,775.55 for Tableau. These figures",
            "Agencies frequently renew Tableau licenses and support. For example, the Departm",
            "The Department of Homeland Security renewed Tableau Creator licenses for $41,396",
            "Based on 577 license and renewal awards, the median cost for Tableau is $62,371.",
            "Beyond licenses, contracts for Tableau often include support, training, and prof",
            "The Department of Defense paid $1,665,260.03 for Tableau software support (award",
            "Yes, some contracts include implementation or integration services. For instance",
            "Several agencies have procured Tableau training. For example, the Department of ",
            "The Department of Defense paid $91,453.34 for Tableau training and support (awar"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 738 public contract awards from 31 awarding agencies.",
          "The figures below are computed from 577 licence and renewal awards; the other 161 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 157.1, and the highest is 32865.9 times the lowest.",
          "207 of 738 awards (28%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 113 awards (15%).",
          "The records span 2015-06-11 to 2026-10-01."
        ],
        "numbers": [
          28,
          15,
          32865.9,
          157.1,
          31,
          207,
          113,
          577,
          161
        ],
        "basis_sentence": "The figures below are computed from 577 licence and renewal awards; the other 161 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 368,
          "modification": 1,
          "bundle": 24,
          "renewal": 209,
          "unknown": 70,
          "training": 14,
          "support": 39,
          "services": 13
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Department of Commerce",
          "Department of the Treasury",
          "Department of Justice",
          "Agency for International Development",
          "Department of Transportation",
          "Department of State",
          "Department of the Interior",
          "Department of Labor",
          "National Aeronautics and Space Administration",
          "Social Security Administration",
          "National Science Foundation",
          "Department of Agriculture",
          "General Services Administration",
          "Department of Veterans Affairs",
          "Commodity Futures Trading Commission",
          "Nuclear Regulatory Commission",
          "Small Business Administration",
          "Consumer Financial Protection Bureau",
          "Department of Energy",
          "Environmental Protection Agency",
          "U.S. International Development Finance Corporation",
          "Department of Education",
          "Peace Corps",
          "Equal Employment Opportunity Commission",
          "Federal Communications Commission",
          "Securities and Exchange Commission",
          "National Archives and Records Administration",
          "Merit Systems Protection Board"
        ],
        "agency_counts": {
          "Department of Homeland Security": 103,
          "Department of the Treasury": 38,
          "Small Business Administration": 5,
          "Department of Transportation": 28,
          "Department of Commerce": 40,
          "Agency for International Development": 33,
          "Department of the Interior": 22,
          "Department of Health and Human Services": 88,
          "Department of Defense": 207,
          "Department of Agriculture": 7,
          "U.S. International Development Finance Corporation": 4,
          "Department of State": 23,
          "Department of Labor": 17,
          "Securities and Exchange Commission": 2,
          "Nuclear Regulatory Commission": 6,
          "General Services Administration": 7,
          "Department of Education": 4,
          "Consumer Financial Protection Bureau": 5,
          "Department of Veterans Affairs": 7,
          "Department of Justice": 36,
          "National Archives and Records Administration": 2,
          "Peace Corps": 3,
          "Social Security Administration": 8,
          "Merit Systems Protection Board": 2,
          "Department of Energy": 5,
          "National Science Foundation": 8,
          "Equal Employment Opportunity Commission": 3,
          "Commodity Futures Trading Commission": 7,
          "Environmental Protection Agency": 5,
          "National Aeronautics and Space Administration": 10,
          "Federal Communications Commission": 3
        },
        "recipient_counts": {
          "TRIAD TECHNOLOGY PARTNERS LLC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 11,
          "WESTWIND TEAM LLP": 3,
          "FEDRESULTS, INC.": 47,
          "AKIRA TECHNOLOGIES INC.": 5,
          "CSRA LLC": 2,
          "DELMOCK TECHNOLOGIES, INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 67,
          "MICROTECHNOLOGIES LLC": 7,
          "PANAMERICA COMPUTERS, INC.": 9,
          "TECHANAX LLC": 5,
          "CARAHSOFT TECHNOLOGY CORP": 113,
          "EPOCH CONCEPTS LLC": 1,
          "GENERAL DYNAMICS INFORMATION TECHNOLOGY, INC.": 3,
          "V3 GATE TEAM, LLP": 2,
          "ACCESSAGILITY LLC": 13,
          "TRACE3 GOVERNMENT, LLC": 1,
          "INSIGNIA FEDERAL GROUP, LLC": 2,
          "4 STAR TECHNOLOGIES, INC.": 9,
          "DH TECHNOLOGIES, INC.": 5,
          "RAVENTEK SOLUTION PARTNERS, LLC": 2,
          "AUGUST SCHELL ENTERPRISES, INC.": 8,
          "BAHFED CORP": 38,
          "HARMONICS CONSULTING LLC": 2,
          "DISTRIBUTED COMPUTING SYSTEM SOLUTIONS PROVIDER, INC": 2,
          "THREE WIRE SYSTEMS, LLC": 1,
          "FCN, INC.": 11,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "COPPER RIVER ENTERPRISE SERVICES, LLC": 8,
          "INTEGRATION TECHNOLOGIES GROUP, INC.": 1,
          "DLT SOLUTIONS, LLC": 15,
          "REI SYSTEMS, INC.": 1,
          "PN AUTOMATION INC": 24,
          "TABLEAU SOFTWARE, LLC": 5,
          "TOPOLOGE, LLC": 1,
          "FS PARTNERS, LLP": 12,
          "CHENEGA ANALYTIC BUSINESS SOLUTIONS, LLC": 1,
          "NEW TECH SOLUTIONS, INC.": 35,
          "METGREEN SOLUTIONS INC": 1,
          "GRANT THORNTON LLP": 2,
          "GOVSMART, INC.": 35,
          "BLUE IVY PARTNERS, LLC": 5,
          "BLUE TECH INC.": 14,
          "MA FEDERAL, INC.": 2,
          "TANDEM SOLUTION, LLC": 2,
          "REDHAWK IT SOLUTIONS, LLC": 34,
          "AGSI, LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 14,
          "GOVPLACE, LLC": 6,
          "GOVERNMENT ACQUISITIONS LLC": 2,
          "JMA RESOURCES, INC.": 1,
          "KA'ALA SYSTEMS TECHNOLOGY CORPORATION": 1,
          "KNOWESIS, INC.": 1,
          "FEDBIZ IT SOLUTIONS LLC": 4,
          "SILICON FORENSICS INC.": 1,
          "ASRC FEDERAL DATA NETWORX, LLC": 1,
          "JASPER SOLUTIONS INC.": 2,
          "CDW GOVERNMENT LLC": 21,
          "AGILITY TECHNOLOGIES INC.": 1,
          "STERLING COMPUTERS CORPORATION": 2,
          "LANCER INFORMATION SOLUTIONS, LLC": 10,
          "CLANGO, LLC": 1,
          "LYME COMPUTER SYSTEMS, INC.": 2,
          "ISTOR SOLUTIONS LLC": 2,
          "IT1 SOURCE LLC": 15,
          "ANALYTICS8 LLC": 1,
          "COPPER RIVER CYBER SOLUTIONS, LLC": 1,
          "UNITED GLOBAL GROUP INC": 1,
          "DYNAMIC SYSTEMS INC": 1,
          "VCLOUD TECH INC": 1,
          "NATIONWIDE IT SERVICES INC": 1,
          "AURORA SYSTEMS CONSULTING INC": 4,
          "HTCI EDAS FOX LLC": 1,
          "OPTIV FEDERAL INC": 1,
          "MONO MACHINES LLC": 1,
          "FSR CONSULTING LLC": 1,
          "MVS INC": 1,
          "AFFIGENT, LLC": 2,
          "V3GATE, LLC": 14,
          "M2 STRATEGY, INC.": 3,
          "SNAP, INC": 3,
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          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 6,
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          "GOVCONNECTION INC": 1,
          "COUNTERTRADE PRODUCTS, INC.": 3,
          "PATHLOCK, INC.": 1,
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          "R3 UNIQ INC": 1,
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          "ALETO, INC.": 1,
          "KAMBRIAN CORPORATION": 1,
          "CONCOURSE TECH INC.": 1,
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        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
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height=\"5.0\" class=\"pp-bar\"><title>HSCETE15F00041 — $342k — Department of Homeland Security — 2015-06-11</title></rect><rect x=\"55.3\" y=\"198.3\" width=\"4.0\" height=\"17.7\" class=\"pp-bar\"><title>TFSACFP15K0051 — $1.2M — Department of the Treasury — 2015-06-16</title></rect><rect x=\"56.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSHQDC15J00260 — $46k — Department of Homeland Security — 2015-07-07</title></rect><rect x=\"57.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>SBAHQ16F0071 — $12k — Small Business Administration — 2016-05-19</title></rect><rect x=\"58.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE16J00157 — $15k — Department of Homeland Security — 2016-05-19</title></rect><rect x=\"58.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>DTOS5916F00068 — $4k — Department of Transportation — 2016-06-09</title></rect><rect x=\"59.7\" y=\"206.2\" width=\"4.0\" height=\"9.8\" class=\"pp-bar\"><title>HSHQDC16J00539 — $663k — Department of Homeland Security — 2016-09-22</title></rect><rect x=\"60.6\" y=\"200.5\" width=\"4.0\" height=\"15.5\" class=\"pp-bar\"><title>DOC44PAPT1611304 — $1.1M — Department of Commerce — 2016-09-30</title></rect><rect x=\"61.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>AIDOIGM1700018 — $4k — Agency for International Development — 2017-03-13</title></rect><rect x=\"62.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>TIRNO12D000110044 — $50k — Department of the Treasury — 2017-05-01</title></rect><rect x=\"63.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>IND17PD00882 — $14k — Department of the Interior — 2017-06-28</title></rect><rect x=\"64.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HHSD2002017F95725 — $18k — Department of Health and Human Services — 2017-08-23</title></rect><rect x=\"65.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>D819 — $91k — Department of Defense — 2017-09-20</title></rect><rect x=\"65.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE17J00555 — $28k — Department of Homeland Security — 2017-09-28</title></rect><rect x=\"66.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>AID687O1700020 — $10k — Agency for International Development — 2017-09-28</title></rect><rect x=\"67.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D7018F0063 — $14k — Department of the Interior — 2018-03-23</title></rect><rect x=\"68.5\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>12314418F0365 — $154k — Department of Agriculture — 2018-06-13</title></rect><rect x=\"69.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD018FR0000219 — $6k — Department of Homeland Security — 2018-08-17</title></rect><rect x=\"70.2\" y=\"172.8\" width=\"4.0\" height=\"43.2\" class=\"pp-bar\"><title>693JK418F500130 — $2.9M — Department of Transportation — 2018-09-07</title></rect><rect x=\"71.1\" y=\"207.4\" width=\"4.0\" height=\"8.6\" class=\"pp-bar\"><title>692M1518F00721 — $588k — Department of Transportation — 2018-09-19</title></rect><rect x=\"72.0\" y=\"191.5\" width=\"4.0\" height=\"24.5\" class=\"pp-bar\"><title>HC102818F1713 — $1.7M — Department of Defense — 2018-09-21</title></rect><rect x=\"72.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDAD18FR0000189 — $39k — Department of Homeland Security — 2018-09-28</title></rect><rect x=\"73.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0419F0049 — $118k — Department of the Interior — 2018-12-11</title></rect><rect x=\"74.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>71311119F0012 — $45k — U.S. International Development Finance Corporation — 2019-02-08</title></rect><rect x=\"75.5\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>W15QKN19F0287 — $208k — Department of Defense — 2019-02-25</title></rect><rect x=\"76.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM19P0646 — $28k — Department of State — 2019-05-02</title></rect><rect x=\"77.3\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>75Q80119F32005 — $213k — Department of Health and Human Services — 2019-05-09</title></rect><rect x=\"78.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75Q80119P00002 — $121k — Department of Health and Human Services — 2019-05-14</title></rect><rect x=\"79.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0419F0246 — $11k — Department of the Interior — 2019-06-19</title></rect><rect x=\"79.9\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>1605DC19F00174 — $401k — Department of Labor — 2019-06-24</title></rect><rect x=\"80.8\" y=\"201.2\" width=\"4.0\" height=\"14.8\" class=\"pp-bar\"><title>70RTAC19FR0000072 — $1.0M — Department of Homeland Security — 2019-06-26</title></rect><rect x=\"81.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD019FR0000162 — $20k — Department of Homeland Security — 2019-08-02</title></rect><rect x=\"82.5\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>50310219F0140 — $197k — Securities and Exchange Commission — 2019-08-12</title></rect><rect x=\"83.4\" y=\"174.5\" width=\"4.0\" height=\"41.5\" class=\"pp-bar\"><title>70SBUR19F00000374 — $2.8M — Department of Homeland Security — 2019-08-21</title></rect><rect x=\"84.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSW19P00000023 — $43k — Department of Homeland Security — 2019-08-23</title></rect><rect x=\"85.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75P00119F80163 — $75k — Department of Health and Human Services — 2019-08-27</title></rect><rect x=\"86.0\" y=\"212.6\" width=\"4.0\" height=\"3.4\" class=\"pp-bar\"><title>75D30119F06075 — $234k — Department of Health and Human Services — 2019-09-01</title></rect><rect x=\"86.9\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>31310019F0138 — $200k — Nuclear Regulatory Commission — 2019-09-09</title></rect><rect x=\"87.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605DC19F00305 — $27k — Department of Labor — 2019-09-26</title></rect><rect x=\"88.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605DC19F00335 — $20k — Department of Labor — 2019-09-26</title></rect><rect x=\"89.6\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>47QFWA19F0052 — $188k — General Services Administration — 2019-09-27</title></rect><rect x=\"90.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDAD19FR0000085 — $16k — Department of Homeland Security — 2019-09-29</title></rect><rect x=\"91.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>91003119P0018 — $29k — Department of Education — 2019-09-30</title></rect><rect x=\"92.2\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>692M1520F00051 — $171k — Department of Transportation — 2019-12-06</title></rect><rect x=\"93.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75D30120F07154 — $14k — Department of Health and Human Services — 2019-12-16</title></rect><rect x=\"94.0\" y=\"210.0\" width=\"4.0\" height=\"6.0\" class=\"pp-bar\"><title>70VT1520F00003 — $410k — Department of Homeland Security — 2019-12-19</title></rect><rect x=\"94.8\" y=\"203.4\" width=\"4.0\" height=\"12.6\" class=\"pp-bar\"><title>9531CB20F0025 — $854k — Consumer Financial Protection Bureau — 2020-01-08</title></rect><rect x=\"95.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>77344420F0002 — $93k — U.S. International Development Finance Corporation — 2020-02-18</title></rect><rect x=\"96.6\" y=\"210.7\" width=\"4.0\" height=\"5.3\" class=\"pp-bar\"><title>1605DC20F00123 — $363k — Department of Labor — 2020-04-22</title></rect><rect x=\"97.5\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>12314420F0267 — $492k — Department of Agriculture — 2020-04-27</title></rect><rect x=\"98.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD20FR0000056 — $83k — Department of Homeland Security — 2020-05-01</title></rect><rect x=\"99.2\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>75Q80120F32001 — $163k — Department of Health and Human Services — 2020-05-16</title></rect><rect x=\"100.1\" y=\"204.5\" width=\"4.0\" height=\"11.5\" class=\"pp-bar\"><title>70B06C20P00000272 — $779k — Department of Homeland Security — 2020-06-02</title></rect><rect x=\"101.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2032H520F00377 — $99k — Department of the Treasury — 2020-06-02</title></rect><rect x=\"101.9\" y=\"208.5\" width=\"4.0\" height=\"7.5\" class=\"pp-bar\"><title>36C10A20F0179 — $508k — Department of Veterans Affairs — 2020-06-09</title></rect><rect x=\"102.7\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>2032H520F00405 — $240k — Department of the Treasury — 2020-06-15</title></rect><rect x=\"103.6\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>75Q80120F32009 — $418k — Department of Health and Human Services — 2020-06-17</title></rect><rect x=\"104.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB20F00034 — $35k — Department of Labor — 2020-06-26</title></rect><rect x=\"105.4\" y=\"205.0\" width=\"4.0\" height=\"11.0\" class=\"pp-bar\"><title>9531CB20F0088 — $750k — Consumer Financial Protection Bureau — 2020-06-28</title></rect><rect x=\"106.2\" y=\"203.1\" width=\"4.0\" height=\"12.9\" class=\"pp-bar\"><title>31310020F0091 — $880k — Nuclear Regulatory Commission — 2020-07-21</title></rect><rect x=\"107.1\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>140D0420F0451 — $318k — Department of the Interior — 2020-07-29</title></rect><rect x=\"108.0\" y=\"211.2\" width=\"4.0\" height=\"4.8\" class=\"pp-bar\"><title>15PTDE20F00000028 — $324k — Department of Justice — 2020-07-31</title></rect><rect x=\"108.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000085 — $7k — Department of Homeland Security — 2020-07-31</title></rect><rect x=\"109.8\" y=\"204.1\" width=\"4.0\" height=\"11.9\" class=\"pp-bar\"><title>140D0420P0070 — $812k — Department of the Interior — 2020-08-06</title></rect><rect x=\"110.6\" y=\"211.5\" width=\"4.0\" height=\"4.5\" class=\"pp-bar\"><title>70CTD020FC0000087 — $304k — Department of Homeland Security — 2020-08-06</title></rect><rect x=\"111.5\" y=\"202.8\" width=\"4.0\" height=\"13.2\" class=\"pp-bar\"><title>FA301620F0304 — $899k — Department of Defense — 2020-08-17</title></rect><rect x=\"112.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L520F13OS0187 — $10k — Department of Commerce — 2020-08-19</title></rect><rect x=\"113.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000106 — $7k — Department of Homeland Security — 2020-08-20</title></rect><rect x=\"114.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000108 — $14k — Department of Homeland Security — 2020-09-01</title></rect><rect x=\"115.0\" y=\"203.7\" width=\"4.0\" height=\"12.3\" class=\"pp-bar\"><title>88310320F00253 — $836k — National Archives and Records Administration — 2020-09-10</title></rect><rect x=\"115.9\" y=\"186.8\" width=\"4.0\" height=\"29.2\" class=\"pp-bar\"><title>FA701420F0201 — $2.0M — Department of Defense — 2020-09-16</title></rect><rect x=\"116.8\" y=\"198.4\" width=\"4.0\" height=\"17.6\" class=\"pp-bar\"><title>75R60220F34044 — $1.2M — Department of Health and Human Services — 2020-09-16</title></rect><rect x=\"117.7\" y=\"43.6\" width=\"4.0\" height=\"172.4\" class=\"pp-bar\"><title>72MC1020F50001 — $11.7M — Agency for International Development — 2020-09-17</title></rect><rect x=\"118.5\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>70CTD020FC0000151 — $285k — Department of Homeland Security — 2020-09-18</title></rect><rect x=\"119.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72067420P00192 — $6k — Agency for International Development — 2020-09-20</title></rect><rect x=\"120.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000128 — $5k — Department of Homeland Security — 2020-09-20</title></rect><rect x=\"121.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000157 — $7k — Department of Homeland Security — 2020-09-21</title></rect><rect x=\"122.0\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>6973GH20C00105 — $260k — Department of Transportation — 2020-09-23</title></rect><rect x=\"122.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB20F00087 — $33k — Department of Labor — 2020-09-24</title></rect><rect x=\"123.8\" y=\"204.3\" width=\"4.0\" height=\"11.7\" class=\"pp-bar\"><title>70CTD020FC0000091 — $792k — Department of Homeland Security — 2020-09-25</title></rect><rect x=\"124.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72066020P00021 — $17k — Agency for International Development — 2020-09-29</title></rect><rect x=\"125.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HQC00720F0022 — $108k — Department of Defense — 2020-09-30</title></rect><rect x=\"126.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RCSA20FR0000134 — $26k — Department of Homeland Security — 2020-09-30</title></rect><rect x=\"127.3\" y=\"165.1\" width=\"4.0\" height=\"50.9\" class=\"pp-bar\"><title>7200AA20F50009 — $3.5M — Agency for International Development — 2020-10-01</title></rect><rect x=\"128.2\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>140D0421F0032 — $414k — Department of the Interior — 2020-12-01</title></rect><rect x=\"129.1\" y=\"180.4\" width=\"4.0\" height=\"35.6\" class=\"pp-bar\"><title>HT001121C0005 — $2.4M — Department of Defense — 2020-12-28</title></rect><rect x=\"130.0\" y=\"168.1\" width=\"4.0\" height=\"47.9\" class=\"pp-bar\"><title>70SBUR21F00000030 — $3.3M — Department of Homeland Security — 2020-12-30</title></rect><rect x=\"130.8\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>19AQMM21P0159 — $169k — Department of State — 2021-01-17</title></rect><rect x=\"131.7\" y=\"212.7\" width=\"4.0\" height=\"3.3\" class=\"pp-bar\"><title>N6600121F0227 — $224k — Department of Defense — 2021-01-29</title></rect><rect x=\"132.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0421F0127 — $22k — Department of the Interior — 2021-02-01</title></rect><rect x=\"133.5\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>1333BJ21F00144001 — $275k — Department of Commerce — 2021-02-03</title></rect><rect x=\"134.3\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>N6660421F0230 — $395k — Department of Defense — 2021-02-05</title></rect><rect x=\"135.2\" y=\"102.1\" width=\"4.0\" height=\"113.9\" class=\"pp-bar\"><title>73351021F0020 — $7.7M — Small Business Administration — 2021-02-26</title></rect><rect x=\"136.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1145PC21F0057 — $58k — Peace Corps — 2021-03-11</title></rect><rect x=\"137.0\" y=\"209.4\" width=\"4.0\" height=\"6.6\" class=\"pp-bar\"><title>1605TB21F00043 — $446k — Department of Labor — 2021-03-18</title></rect><rect x=\"137.9\" y=\"208.2\" width=\"4.0\" height=\"7.8\" class=\"pp-bar\"><title>FA701421F0073 — $529k — Department of Defense — 2021-03-30</title></rect><rect x=\"138.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HTC71121FD041 — $116k — Department of Defense — 2021-04-01</title></rect><rect x=\"139.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000078 — $10k — Department of Homeland Security — 2021-04-21</title></rect><rect x=\"140.5\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>1605TB21F00065 — $436k — Department of Labor — 2021-04-30</title></rect><rect x=\"141.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75Q80121F32028 — $135k — Department of Health and Human Services — 2021-05-14</title></rect><rect x=\"142.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD21FR0000062 — $90k — Department of Homeland Security — 2021-05-21</title></rect><rect x=\"143.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FBR221P00000038 — $1k — Department of Homeland Security — 2021-06-02</title></rect><rect x=\"144.0\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>70RTAC21FR0000054 — $333k — Department of Homeland Security — 2021-06-16</title></rect><rect x=\"144.9\" y=\"178.8\" width=\"4.0\" height=\"37.2\" class=\"pp-bar\"><title>28321321FDX030207 — $2.5M — Social Security Administration — 2021-06-26</title></rect><rect x=\"145.8\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>15PTDD21F00000060 — $332k — Department of Justice — 2021-07-06</title></rect><rect x=\"146.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001521F0104 — $22k — Department of Defense — 2021-07-06</title></rect><rect x=\"147.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA301621F0335 — $30k — Department of Defense — 2021-07-12</title></rect><rect x=\"148.4\" y=\"198.4\" width=\"4.0\" height=\"17.6\" class=\"pp-bar\"><title>70CTD021FR0000142 — $1.2M — Department of Homeland Security — 2021-07-15</title></rect><rect x=\"149.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9124P21F0742 — $24k — Department of Defense — 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$1.1M — Department of Transportation — 2023-03-15</title></rect><rect x=\"359.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB23F00036 — $124k — Department of Labor — 2023-03-17</title></rect><rect x=\"360.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40123F80077 — $86k — Department of Health and Human Services — 2023-03-24</title></rect><rect x=\"360.9\" y=\"163.6\" width=\"4.0\" height=\"52.4\" class=\"pp-bar\"><title>70SBUR23F00000076 — $3.6M — Department of Homeland Security — 2023-03-31</title></rect><rect x=\"361.8\" y=\"201.7\" width=\"4.0\" height=\"14.3\" class=\"pp-bar\"><title>1331L523F13230059 — $974k — Department of Commerce — 2023-04-01</title></rect><rect x=\"362.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0016723FG062 — $834 — Department of Defense — 2023-04-03</title></rect><rect x=\"363.5\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>75N93023F00004 — $198k — Department 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class=\"pp-bar\"><title>N0017323F0113 — $40k — Department of Defense — 2023-09-14</title></rect><rect x=\"432.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15G1AC23F00000055 — $36k — Department of Justice — 2023-09-16</title></rect><rect x=\"433.8\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>FA860423FB484 — $300k — Department of Defense — 2023-09-20</title></rect><rect x=\"434.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L523FNRMA0403 — $14k — Department of Commerce — 2023-09-20</title></rect><rect x=\"435.5\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>697DCK23F01059 — $150k — Department of Transportation — 2023-09-21</title></rect><rect x=\"436.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72051423PC00038 — $11k — Agency for International Development — 2023-09-21</title></rect><rect x=\"437.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" 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height=\"2.8\" class=\"pp-bar\"><title>75N90026F90001 — $191k — Department of Health and Human Services — 2025-10-03</title></rect><rect x=\"647.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6660426M1041 — $8k — Department of Defense — 2025-10-23</title></rect><rect x=\"648.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA701426F0021 — $40k — Department of Defense — 2025-12-12</title></rect><rect x=\"648.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6660426F0064 — $81k — Department of Defense — 2025-12-18</title></rect><rect x=\"649.8\" y=\"209.8\" width=\"4.0\" height=\"6.2\" class=\"pp-bar\"><title>1331L526FNB130014 — $419k — Department of Commerce — 2025-12-22</title></rect><rect x=\"650.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6133126F0023 — $34k — Department of Defense — 2026-01-07</title></rect><rect x=\"651.5\" y=\"186.2\" width=\"4.0\" height=\"29.8\" class=\"pp-bar\"><title>697DCK26F00124 — $2.0M — Department of Transportation — 2026-01-15</title></rect><rect x=\"652.4\" y=\"210.3\" width=\"4.0\" height=\"5.7\" class=\"pp-bar\"><title>HS002126FE011 — $386k — Department of Defense — 2026-01-17</title></rect><rect x=\"653.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA860426FB023 — $117k — Department of Defense — 2026-01-19</title></rect><rect x=\"654.1\" y=\"203.9\" width=\"4.0\" height=\"12.1\" class=\"pp-bar\"><title>N0018926FW003 — $820k — Department of Defense — 2026-01-30</title></rect><rect x=\"655.0\" y=\"206.8\" width=\"4.0\" height=\"9.2\" class=\"pp-bar\"><title>75S20326F80001 — $628k — Department of Health and Human Services — 2026-01-30</title></rect><rect x=\"655.9\" y=\"57.0\" width=\"4.0\" height=\"159.0\" class=\"pp-bar\"><title>91003126F0011 — $10.8M — Department of Education — 2026-02-01</title></rect><rect x=\"656.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6426726P4006 — $47k — Department of Defense — 2026-02-13</title></rect><rect x=\"657.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>273FCC26P0020 — $15k — Federal Communications Commission — 2026-02-19</title></rect><rect x=\"658.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75D30126F20847 — $50k — Department of Health and Human Services — 2026-02-24</title></rect><rect x=\"659.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341526F00006 — $104k — Department of the Treasury — 2026-02-28</title></rect><rect x=\"660.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6833526P1043 — $11k — Department of Defense — 2026-03-06</title></rect><rect x=\"661.2\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>9523ZY26F0010 — $280k — Commodity Futures Trading Commission — 2026-03-09</title></rect><rect x=\"662.0\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>1331L526F0040 — $199k — Department of Commerce — 2026-03-10</title></rect><rect x=\"662.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0042126F1058 — $21k — Department of Defense — 2026-03-11</title></rect><rect x=\"663.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB26F00026 — $122k — Department of Labor — 2026-03-31</title></rect><rect x=\"664.7\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>75N98026F90003 — $350k — Department of Health and Human Services — 2026-04-03</title></rect><rect x=\"665.6\" y=\"186.1\" width=\"4.0\" height=\"29.9\" class=\"pp-bar\"><title>70SBUR26F00000082 — $2.0M — Department of Homeland Security — 2026-04-04</title></rect><rect x=\"666.4\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>697DCK26F00372 — $284k — Department of Transportation — 2026-04-06</title></rect><rect x=\"667.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>28321326FDX030051 — $18k — Social Security Administration — 2026-04-15</title></rect><rect x=\"668.2\" y=\"212.3\" width=\"4.0\" height=\"3.7\" class=\"pp-bar\"><title>7571TE26F80026 — $251k — Department of Health and Human Services — 2026-04-29</title></rect><rect x=\"669.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N98026F90011 — $38k — Department of Health and Human Services — 2026-05-07</title></rect><rect x=\"670.0\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>7571TE26F80054 — $147k — Department of Health and Human Services — 2026-05-16</title></rect><rect x=\"670.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75R60226F80038 — $21k — Department of Health and Human Services — 2026-05-25</title></rect><rect x=\"671.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRM26F00000083 — $31k — Department of Justice — 2026-05-31</title></rect><rect x=\"672.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD26FR0000048 — $113k — Department of Homeland Security — 2026-06-11</title></rect><rect x=\"673.5\" y=\"171.1\" width=\"4.0\" height=\"44.9\" class=\"pp-bar\"><title>28321326FA0010139 — $3.0M — Social Security Administration — 2026-06-12</title></rect><rect x=\"674.3\" y=\"175.4\" width=\"4.0\" height=\"40.6\" class=\"pp-bar\"><title>89303026FIM000207 — $2.8M — Department of Energy — 2026-06-12</title></rect><rect x=\"675.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L526F13351129 — $56k — Department of Commerce — 2026-06-12</title></rect><rect x=\"676.1\" y=\"192.8\" width=\"4.0\" height=\"23.2\" class=\"pp-bar\"><title>HT001526FE049 — $1.6M — Department of Defense — 2026-06-18</title></rect><rect x=\"677.0\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>7571TE26F00313 — $186k — Department of Health and Human Services — 2026-06-22</title></rect><rect x=\"677.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0426F0508 — $10k — Department of the Interior — 2026-06-22</title></rect><rect x=\"678.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2032L226F00069 — $48k — Department of the Treasury — 2026-06-27</title></rect><rect x=\"679.6\" y=\"209.7\" width=\"4.0\" height=\"6.3\" class=\"pp-bar\"><title>7571TE26F80079 — $431k — Department of Health and Human Services — 2026-06-28</title></rect><rect x=\"680.5\" y=\"205.1\" width=\"4.0\" height=\"10.9\" class=\"pp-bar\"><title>1605TB26F00062 — $740k — Department of Labor — 2026-06-29</title></rect><rect x=\"681.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15M10326FA4700269 — $51k — Department of Justice — 2026-06-29</title></rect><rect x=\"682.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0017826FS801 — $22k — Department of Defense — 2026-06-29</title></rect><rect x=\"683.1\" y=\"119.6\" width=\"4.0\" height=\"96.4\" class=\"pp-bar\"><title>70RTAC26FR0000029 — $6.5M — Department of Homeland Security — 2026-06-30</title></rect><rect x=\"684.0\" y=\"211.7\" width=\"4.0\" height=\"4.3\" class=\"pp-bar\"><title>N6600126F8978 — $295k — Department of Defense — 2026-06-30</title></rect><rect x=\"684.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HDTRA126FE049 — $45k — Department of Defense — 2026-06-30</title></rect><rect x=\"685.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6449826F2010 — $18k — Department of Defense — 2026-06-30</title></rect><rect x=\"686.6\" y=\"197.5\" width=\"4.0\" height=\"18.5\" class=\"pp-bar\"><title>140D0426F0524 — $1.3M — Department of the Interior — 2026-07-06</title></rect><rect x=\"687.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911S826FA286 — $45k — Department of Defense — 2026-07-16</title></rect><rect x=\"688.4\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>1331L526F0278 — $214k — Department of Commerce — 2026-07-23</title></rect><rect x=\"689.3\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>88310326F00168 — $188k — National Archives and Records Administration — 2026-08-05</title></rect><rect x=\"690.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80173 — $15k — Department of Health and Human Services — 2026-08-06</title></rect><rect x=\"691.0\" y=\"204.7\" width=\"4.0\" height=\"11.3\" class=\"pp-bar\"><title>49100426F0150 — $770k — National Science Foundation — 2026-08-31</title></rect><rect x=\"691.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19PCRD26KD753 — $17k — Department of State — 2026-09-01</title></rect><rect x=\"692.8\" y=\"206.9\" width=\"4.0\" height=\"9.1\" class=\"pp-bar\"><title>15PTDD26F00000017 — $617k — Department of Justice — 2026-09-04</title></rect><rect x=\"693.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80260 — $77k — Department of Health and Human Services — 2026-09-05</title></rect><rect x=\"694.5\" y=\"193.7\" width=\"4.0\" height=\"22.3\" class=\"pp-bar\"><title>7571TE26F80186 — $1.5M — Department of Health and Human Services — 2026-09-06</title></rect><rect x=\"695.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15A00026FAQ000184 — $110k — Department of Justice — 2026-09-10</title></rect><rect x=\"696.3\" y=\"201.8\" width=\"4.0\" height=\"14.2\" class=\"pp-bar\"><title>1305M326F0131 — $967k — Department of Commerce — 2026-09-19</title></rect><rect x=\"697.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80307 — $22k — Department of Health and Human Services — 2026-09-26</title></rect><rect x=\"698.0\" y=\"186.6\" width=\"4.0\" height=\"29.4\" class=\"pp-bar\"><title>12760426C0005 — $2.0M — Department of Agriculture — 2026-09-27</title></rect><rect x=\"698.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70LGLY26FSSB00094 — $123k — Department of Homeland Security — 2026-09-29</title></rect><rect x=\"699.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDA226FR0000050 — $43k — Department of Homeland Security — 2026-09-30</title></rect><rect x=\"700.7\" y=\"200.0\" width=\"4.0\" height=\"16.0\" class=\"pp-bar\"><title>2031JW27F00003 — $1.1M — Department of the Treasury — 2026-10-01</title></rect><rect x=\"701.6\" y=\"203.3\" width=\"4.0\" height=\"12.7\" class=\"pp-bar\"><title>80TECH26F0164 — $861k — National Aeronautics and Space Administration — 2026-10-01</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2015-06-11</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-10-01</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (738 awards, obligated)</text></svg>",
      "published_date": "2026-10-05",
      "url": "/tableau/",
      "changelog": [
        {
          "date": "2026-10-05",
          "note": "Initial publication: 738 awards, $397–$13,047,776."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "informatica",
      "product_name": "Informatica",
      "vendor": "Informatica LLC",
      "list_price": null,
      "awards": [
        {
          "award_id": "HSCETE14J00081",
          "recipient": "PANAMERICA COMPUTERS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2014-05-28",
          "end_date": "2015-05-30",
          "amount": 103689.63,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "INFORMATICA SOFTWARE RENEWAL POP: 06/01/14 - 05/30/15",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE14J00081_7012_HSHQDC12D00013_7001"
        },
        {
          "award_id": "HSSCCG14J00186",
          "recipient": "AKIRA TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2014-09-27",
          "end_date": "2019-09-26",
          "amount": 6498758.91,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "INFORMATICA SW MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSSCCG14J00186_7003_HSHQDC12D00015_7001"
        },
        {
          "award_id": "TIRNO15T00100",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2015-09-30",
          "end_date": "2017-09-30",
          "amount": 4218686.71,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "FOR CRITICAL FUNCTIONS - INFORMATICA SERVICES",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO15T00100_2050_GS35F4543G_4730"
        },
        {
          "award_id": "TIRNO15C00096",
          "recipient": "INFORMATICA LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2015-09-30",
          "end_date": "2017-06-19",
          "amount": 3888132.98,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FOR OTHER FUNCTIONS - INFORMATICA MAINTENANCE AND SUPPORT SERVICES",
          "psc_code": "R413",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO15C00096_2050_-NONE-_-NONE-"
        },
        {
          "award_id": "HSIGAQ16P00010",
          "recipient": "GOVSMART, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of the Inspector General",
          "action_date": "2015-12-28",
          "end_date": "2022-03-31",
          "amount": 1821464.63,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DATA ANALYTICS CAPABILITY WITHIN ITA AND OTHER OIG OFFICES.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSIGAQ16P00010_7004_-NONE-_-NONE-"
        },
        {
          "award_id": "HSCETE16J00154",
          "recipient": "PANAMERICA COMPUTERS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2016-06-01",
          "end_date": "2017-05-31",
          "amount": 112657.9,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "INFORMATICA (IIDS) MAINTENANCE RENEWAL",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE16J00154_7012_HSHQDC12D00013_7001"
        },
        {
          "award_id": "HHSN27600019",
          "recipient": "PANAMERICA COMPUTERS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2016-09-06",
          "end_date": "2017-09-17",
          "amount": 87391.51,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "FOR OTHER FUNCTIONS - INFORMATICA SOFTWARE MAINTENANCE RENEWAL",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN27600019_7529_HHSN316201500030W_7529"
        },
        {
          "award_id": "CFP17P00009",
          "recipient": "IPI GRAMMTECH LTD",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Consumer Financial Protection Bureau",
          "sub_agency": "Consumer Financial Protection Bureau",
          "action_date": "2017-01-25",
          "end_date": "2019-01-24",
          "amount": 47532.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "INFORMATICA GEOCLOUD SOFTWARE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_CFP17P00009_955F_-NONE-_-NONE-"
        },
        {
          "award_id": "HQC00717F0009",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2017-03-24",
          "end_date": "2022-05-30",
          "amount": 602694.2,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "RENEWAL MAINTENANCE FOR INFORMATICA SOFTWARE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00717F0009_9700_NNG15SC98B_8000"
        },
        {
          "award_id": "HHSF223201710087W",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2017-04-20",
          "end_date": "2019-04-23",
          "amount": 1324436.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSF223201710087W_7524_NNG15SC07B_8000"
        },
        {
          "award_id": "TIRNO17T00037",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2017-06-02",
          "end_date": "2019-11-30",
          "amount": 7081034.13,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "FOR CLOSELY ASSOCIATED - CYRBYME-C-INFORMATICA SERVICES",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO17T00037_2050_GS35F267DA_4732"
        },
        {
          "award_id": "HQC00717F0021",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2017-07-29",
          "end_date": "2022-02-28",
          "amount": 288231.73,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "INFORMATICA POWERCENTER REAL TIME PACKAGE LICENSES AND MAINTENANCE",
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          "excerpt": "THE PURPOSE OF THIS ACQUISITION IS TO PROVIDE FY22 FUNDING FOR THE INFORMATICA ENTERPRISE LICENSE AGREEMENT (ELA) NEW AWARD FOR THE BASE YEAR OF A NEW THREE YEAR CONTRACT (TWELVE MONTH BASE PERIOD AND"
        },
        {
          "pattern": "support",
          "award_id": "75F40119F80011",
          "excerpt": "CONSOLIDATED INFORMATICA MAINTENANCE/TECHNICAL SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "75F40119F80011",
          "excerpt": "CONSOLIDATED INFORMATICA MAINTENANCE/TECHNICAL SUPPORT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "75FCMC25FJ097",
          "excerpt": "THE CENTERS FOR MEDICARE & MEDICAID SERVICES (CMS), OFFICE OF INFORMATION TECHNOLOGY (OIT), IT CAPITAL PLANNING GROUP (ICPG) HAS A CONTINUED NEED FOR MAINTENANCE SUPPORT OF INFORMATICA BRAND SOFTWARE "
        },
        {
          "pattern": "renewal",
          "award_id": "75FCMC25FJ097",
          "excerpt": "THE CENTERS FOR MEDICARE & MEDICAID SERVICES (CMS), OFFICE OF INFORMATION TECHNOLOGY (OIT), IT CAPITAL PLANNING GROUP (ICPG) HAS A CONTINUED NEED FOR MAINTENANCE SUPPORT OF INFORMATICA BRAND SOFTWARE "
        },
        {
          "pattern": "licences",
          "award_id": "75FCMC25FJ097",
          "excerpt": "THE CENTERS FOR MEDICARE & MEDICAID SERVICES (CMS), OFFICE OF INFORMATION TECHNOLOGY (OIT), IT CAPITAL PLANNING GROUP (ICPG) HAS A CONTINUED NEED FOR MAINTENANCE SUPPORT OF INFORMATICA BRAND SOFTWARE "
        },
        {
          "pattern": "support",
          "award_id": "75F40125F80044",
          "excerpt": "THE OBJECTIVE OF THE CONTRACT IS TO RENEW MAINTENANCE SUPPORT FOR THE INFORMATICA SOFTWARE PRODUCTS LISTED IN ATTACHMENT 1 PRICING WORKSHEET AS WELL AS PURCHASE ADDITIONAL INFORMATICA SOFTWARE LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "75F40125F80044",
          "excerpt": "THE OBJECTIVE OF THE CONTRACT IS TO RENEW MAINTENANCE SUPPORT FOR THE INFORMATICA SOFTWARE PRODUCTS LISTED IN ATTACHMENT 1 PRICING WORKSHEET AS WELL AS PURCHASE ADDITIONAL INFORMATICA SOFTWARE LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80044",
          "excerpt": "THE OBJECTIVE OF THE CONTRACT IS TO RENEW MAINTENANCE SUPPORT FOR THE INFORMATICA SOFTWARE PRODUCTS LISTED IN ATTACHMENT 1 PRICING WORKSHEET AS WELL AS PURCHASE ADDITIONAL INFORMATICA SOFTWARE LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "HSSCCG14J00186",
          "excerpt": "INFORMATICA SW MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "75F40123F80079",
          "excerpt": "INFORMATICA LICENSE & MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80079",
          "excerpt": "INFORMATICA LICENSE & MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "TIRNO15C00096",
          "excerpt": "IGF::OT::IGF FOR OTHER FUNCTIONS - INFORMATICA MAINTENANCE AND SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "TIRNO15C00096",
          "excerpt": "IGF::OT::IGF FOR OTHER FUNCTIONS - INFORMATICA MAINTENANCE AND SUPPORT SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "2032H526F00078",
          "excerpt": "INFORMATICA 192 CORE LICENSES. PERIOD OF PERFORMANCE 6/25/26 - 6/24/29"
        },
        {
          "pattern": "support",
          "award_id": "2032H524F00746",
          "excerpt": "THIS AWARD CONSISTS OF THE ACQUISITION OF INFORMATICA PROFESSIONAL SERVICES (IPS) TO SUPPORT THE ENTERPRISE INFORMATICA PLATFORM (EIP) SUPPORT SERVICES FOR OFFICE OF ENTERPRISE SERVICES, SOLUTION ENGI"
        },
        {
          "pattern": "professional_services",
          "award_id": "2032H524F00746",
          "excerpt": "THIS AWARD CONSISTS OF THE ACQUISITION OF INFORMATICA PROFESSIONAL SERVICES (IPS) TO SUPPORT THE ENTERPRISE INFORMATICA PLATFORM (EIP) SUPPORT SERVICES FOR OFFICE OF ENTERPRISE SERVICES, SOLUTION ENGI"
        },
        {
          "pattern": "support",
          "award_id": "HHSP23337004T",
          "excerpt": "IGF::OT::IGF INFORMATICA SYSTEM ADMIN / TECHNICAL SUPPORT FOR PAYROLL"
        },
        {
          "pattern": "licences",
          "award_id": "2032H523F00526",
          "excerpt": "THIS CONTRACT IS TO PROCURE THE INFORMATICA PRODUCTS AND LICENSES FOR CONTINUED USE WITHIN THE INTERNAL REVENUE SERVICE (IRS) BY THE ENTERPRISE INFORMATICA PLATFORM (EIP)."
        },
        {
          "pattern": "licences",
          "award_id": "FA701425F0319",
          "excerpt": "PKH:FY25 DTA INFORMATICA LICENSES"
        },
        {
          "pattern": "professional_services",
          "award_id": "N0018919P0028",
          "excerpt": "INFORMATICA PROFESSIONAL SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C26F00000279",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE - BASE PERIOD"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C25F00000180",
          "excerpt": "BRAND NAME - INFORMATICA SOFTWARE MAINTENANCE, SUBSCRIPTION, AND CLOUD SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "70B04C25F00000180",
          "excerpt": "BRAND NAME - INFORMATICA SOFTWARE MAINTENANCE, SUBSCRIPTION, AND CLOUD SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "HSIGAQ16P00010",
          "excerpt": "IGF::OT::IGF TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DAT"
        },
        {
          "pattern": "escalation",
          "award_id": "HSIGAQ16P00010",
          "excerpt": "IGF::OT::IGF TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DAT"
        },
        {
          "pattern": "licences",
          "award_id": "HSIGAQ16P00010",
          "excerpt": "IGF::OT::IGF TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DAT"
        },
        {
          "pattern": "renewal",
          "award_id": "N0018918F0963",
          "excerpt": "INFORMATICA POWERCENTER LICENSE RENEWAL AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "N0018918F0963",
          "excerpt": "INFORMATICA POWERCENTER LICENSE RENEWAL AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "15F06722F0000409",
          "excerpt": "INFORMATICA ELA BASE PLUS 1 SW MAINTENANCE"
        },
        {
          "pattern": "training",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
        },
        {
          "pattern": "support",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
        },
        {
          "pattern": "renewal",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
        },
        {
          "pattern": "licences",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR23F00000273",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "75F40123F80196",
          "excerpt": "FDA INFORMATICA RENEWAL AND LICENSE PURCHASE WITH PROFESSIONAL SERVICES"
        },
        {
          "pattern": "professional_services",
          "award_id": "75F40123F80196",
          "excerpt": "FDA INFORMATICA RENEWAL AND LICENSE PURCHASE WITH PROFESSIONAL SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80196",
          "excerpt": "FDA INFORMATICA RENEWAL AND LICENSE PURCHASE WITH PROFESSIONAL SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR20F00000243",
          "excerpt": "INFORMATICA SW LICENSES AND SW LICENSE MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR20F00000243",
          "excerpt": "INFORMATICA SW LICENSES AND SW LICENSE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR24F00000221",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "75F40124F80375",
          "excerpt": "INFORMATICA SOFTWARE LICENSES, MAINTENANCE, AND SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "75F40124F80375",
          "excerpt": "INFORMATICA SOFTWARE LICENSES, MAINTENANCE, AND SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "75F40124F80375",
          "excerpt": "INFORMATICA SOFTWARE LICENSES, MAINTENANCE, AND SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "70CMSW23FC0000130",
          "excerpt": "FLEET IT H.O.M.E INFRASTRUCTURE SERVICES  IT INFRASTRUCTURE SUPPORT AND EXPLORATION OF GEOSPATIAL SUPPORT FOR THE ICE FLEET MANAGEMENT CAPABILITIES NECESSARY TO SUPPORT THE FLEET H.O.M.E. APPLICATION."
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR21F00000272",
          "excerpt": "INFORMATICA PERPETUAL SW MAINTENANCE RENEWAL AND SUBSCRIPTION LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR21F00000272",
          "excerpt": "INFORMATICA PERPETUAL SW MAINTENANCE RENEWAL AND SUBSCRIPTION LICENSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102823F0808",
          "excerpt": "INFORMATICA SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR22F00000245",
          "excerpt": "THIS ACTION WILL PROCURE AN ADDITIONAL YEAR OF INFORMATICA SOFTWARE MAINTENANCE FOR EXISTING USCIS LICENSES."
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR22F00000245",
          "excerpt": "THIS ACTION WILL PROCURE AN ADDITIONAL YEAR OF INFORMATICA SOFTWARE MAINTENANCE FOR EXISTING USCIS LICENSES."
        },
        {
          "pattern": "support",
          "award_id": "HHSF223201710087W",
          "excerpt": "IGF::OT::IGF - INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "HHSF223201710087W",
          "excerpt": "IGF::OT::IGF - INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "HHSF223201710087W",
          "excerpt": "IGF::OT::IGF - INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71125CE131",
          "excerpt": "FY26 IGC INFORMATICA MAINTENANCE RENEWAL. THE PERIOD OF PERFORMACE IS 10/01/2025 - 09/30/2026."
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71124CD003",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71124CD001",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "SP470121F0025",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE : 8507938311"
        },
        {
          "pattern": "licences",
          "award_id": "75F40120F80261",
          "excerpt": "INFORMATICA CLOUD LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71123C0001",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71122CD001",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "140L0620F0091",
          "excerpt": "FY20 HSMA INFORMATICA SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "70VT1522F00029",
          "excerpt": "INFORMATICA SOFTWARE LICENSE AND MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "70VT1522F00029",
          "excerpt": "INFORMATICA SOFTWARE LICENSE AND MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B22F0377",
          "excerpt": "INFORMATICA BRAND SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C23F00000177",
          "excerpt": "RENEWAL OF INFORMATICA BRAND NAMED SOFTWARE FOR US CUSTOMS AND BORDER PROTECTION."
        },
        {
          "pattern": "support",
          "award_id": "75F40125F80067",
          "excerpt": "INFORMATICA SOFTWARE LICENSES SUPPORT SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80067",
          "excerpt": "INFORMATICA SOFTWARE LICENSES SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C22F00000205",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "N0018923F0639",
          "excerpt": "INFORMATICA POWERCENTER SUPPORT RENEWALS"
        },
        {
          "pattern": "renewal",
          "award_id": "N0018923F0639",
          "excerpt": "INFORMATICA POWERCENTER SUPPORT RENEWALS"
        },
        {
          "pattern": "support",
          "award_id": "86615423F00005",
          "excerpt": "INFORMATICA POWER CENTER LICENSES (SUPPORT)"
        },
        {
          "pattern": "licences",
          "award_id": "86615423F00005",
          "excerpt": "INFORMATICA POWER CENTER LICENSES (SUPPORT)"
        },
        {
          "pattern": "renewal",
          "award_id": "75N97020P00024",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C24F00000224",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR25F00000216",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE LICENSES AND MAINTENANCE SUPPORT WHICH SUPPORT DATA AND BUSINESS INTELLIGENCE SERVICES AND USCIS DATA/CLOUD MANAGEMENT. PERIOD OF PERFORMANCE 09/26/2025 TO 09/25/2026."
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR25F00000216",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE LICENSES AND MAINTENANCE SUPPORT WHICH SUPPORT DATA AND BUSINESS INTELLIGENCE SERVICES AND USCIS DATA/CLOUD MANAGEMENT. PERIOD OF PERFORMANCE 09/26/2025 TO 09/25/2026."
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR25F00000216",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE LICENSES AND MAINTENANCE SUPPORT WHICH SUPPORT DATA AND BUSINESS INTELLIGENCE SERVICES AND USCIS DATA/CLOUD MANAGEMENT. PERIOD OF PERFORMANCE 09/26/2025 TO 09/25/2026."
        },
        {
          "pattern": "support",
          "award_id": "2032H524F00298",
          "excerpt": "THIS IS A DELIVERY ORDER TO PURCHASE ENTERPRISE INFORMATICA PLATFORM SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "2032H522F00464",
          "excerpt": "THE PURPOSE OF THIS FIRM FIX PRICED DELIVERY ORDER IS TO PURCHASE BRAND NAME INFORMATICA CLOUD SUBSCRIPTIONS."
        },
        {
          "pattern": "licences",
          "award_id": "2032H522F00464",
          "excerpt": "THE PURPOSE OF THIS FIRM FIX PRICED DELIVERY ORDER IS TO PURCHASE BRAND NAME INFORMATICA CLOUD SUBSCRIPTIONS."
        },
        {
          "pattern": "support",
          "award_id": "36C10B26F0003",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B26F0003",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "36C10B23F0178",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B23F0178",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "N0042121P0669",
          "excerpt": "BASE, INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A21F0192",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD026FR0000030",
          "excerpt": "THE PURPOSE OF THIS DELIVERY ORDER IS TO PURCHASE INFORMATICA SOFTWARE LICENSES TO ENSURE SECURITY AND INTEGRITY OF ICE'S INFRASTRUCTURE."
        },
        {
          "pattern": "renewal",
          "award_id": "HQC00717F0009",
          "excerpt": "RENEWAL MAINTENANCE FOR INFORMATICA SOFTWARE"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD025FR0000028",
          "excerpt": "THIS TASK ORDER IS FOR CONTINUED INFORMATICA/IICS SOFTWARE LICENSE MAINTENANCE TO MAINTAIN A FUNCTIONAL OF ICE ANALYTICS AND HIGH-PERFORMANCE PLATFORM FOR DATA ENGINEERING (AHPDE)"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000028",
          "excerpt": "THIS TASK ORDER IS FOR CONTINUED INFORMATICA/IICS SOFTWARE LICENSE MAINTENANCE TO MAINTAIN A FUNCTIONAL OF ICE ANALYTICS AND HIGH-PERFORMANCE PLATFORM FOR DATA ENGINEERING (AHPDE)"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD023FR0000058",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "2032H526F00090",
          "excerpt": "INFORMATICA SOFTWARE SUBSCRIPTION LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "2032H526F00090",
          "excerpt": "INFORMATICA SOFTWARE SUBSCRIPTION LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD020FR0000099",
          "excerpt": "SOFTWARE MAINT RENEWAL FOR INFORMATICA POP: 6/1/2020 - 5/31/2021"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD022FR0000081",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A24F0055",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD021FR0000111",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "N0018921F0396",
          "excerpt": "INFORMATICA CLOUD DATA MGMT SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "N0018921F0396",
          "excerpt": "INFORMATICA CLOUD DATA MGMT SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "70RCSJ23FR0000050",
          "excerpt": "NEW: INFORMATICA LICENSES RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70RCSJ23FR0000050",
          "excerpt": "NEW: INFORMATICA LICENSES RENEWAL"
        },
        {
          "pattern": "integration",
          "award_id": "S5121A22F0005",
          "excerpt": "INFORMATICA ETL SOFTWARE"
        },
        {
          "pattern": "implementation",
          "award_id": "70CMSW23FR0000102",
          "excerpt": "INFORMATICA MIGRATION SERVICES"
        },
        {
          "pattern": "training",
          "award_id": "12760420P0005",
          "excerpt": "FY 20 STS SOLUTIONS&TRAINING, LLC INFORMATICA SOFTWARE RENEWAL AAR2019000127"
        },
        {
          "pattern": "renewal",
          "award_id": "12760420P0005",
          "excerpt": "FY 20 STS SOLUTIONS&TRAINING, LLC INFORMATICA SOFTWARE RENEWAL AAR2019000127"
        },
        {
          "pattern": "renewal",
          "award_id": "140D0426F1005",
          "excerpt": "INFORMATICA FY26 - FY27 RENEWAL FOR BLM"
        },
        {
          "pattern": "renewal",
          "award_id": "FA877222P0004",
          "excerpt": "INFORMATICA POWERCENTER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "140D0425F1009",
          "excerpt": "INFORMATICA POWERCENTENTER SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "693JK323F00003N",
          "excerpt": "ORACLE INFORMATICA LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "693JK323F00003N",
          "excerpt": "ORACLE INFORMATICA LICENSE RENEWAL"
        },
        {
          "pattern": "integration",
          "award_id": "7571MN26F80068",
          "excerpt": "INFORMATICA CLOUD LICENSES TO TRANSITION EXISTING FINANCIAL DATA INTEGRATION TO CLOUD   EO 14398"
        },
        {
          "pattern": "licences",
          "award_id": "7571MN26F80068",
          "excerpt": "INFORMATICA CLOUD LICENSES TO TRANSITION EXISTING FINANCIAL DATA INTEGRATION TO CLOUD   EO 14398"
        },
        {
          "pattern": "licences",
          "award_id": "75F40122F80217",
          "excerpt": "CDER INFORMATICA POWERCENTER LICENSE ADDITION"
        },
        {
          "pattern": "renewal",
          "award_id": "12314423F0610",
          "excerpt": "FY23 CDO INFORMATICA SOFTWARE RENEWAL POP: 9/30/2023 - 9/29/2024"
        },
        {
          "pattern": "renewal",
          "award_id": "HQC00717F0021",
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          "pattern": "renewal",
          "award_id": "N0018923F0550",
          "excerpt": "INFORMATICA POWER CENTER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "N0018922F0494",
          "excerpt": "INFORMATICA POWER CENTER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "15DDHQ24P00000105",
          "excerpt": "INFORMATICA FAST CLONE ADDITIONAL DATABASE SOURCE CPUCORE MULTI-CORE MULTI-OS PRODUCTION PREMIUM SUCCESS MAINTENANCE (TAA) INFORMATICA FAST CLONE BASE (INCLUDES 4 DATABASE SOURCE CPU-CORES) MULTI-CORE"
        },
        {
          "pattern": "renewal",
          "award_id": "24362523F0031",
          "excerpt": "INFORMATICA SOFTWARE RENEWAL FY23"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM25F0669",
          "excerpt": "RENEW INFORMATICA POWER CENTER LICENSES."
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM25F0669",
          "excerpt": "RENEW INFORMATICA POWER CENTER LICENSES."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 125,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 125,
        "low": 6915.84,
        "p25": 94964.48,
        "median": 216246.44,
        "p75": 1020598.25,
        "high": 11083144.82,
        "from": "2014-05-28",
        "to": "2026-09-30"
      },
      "clean_count": 125,
      "scope_counts": {
        "bundle": 3,
        "unknown": 30,
        "license": 49,
        "renewal": 76,
        "support": 38,
        "services": 4,
        "training": 2
      },
      "observed_low": 6915.84,
      "observed_high": 11083144.82,
      "observed_median": 216246.44,
      "observed_total": 110922920.09,
      "award_count": 202,
      "agency_count": 21,
      "date_range": {
        "from": "2014-05-28",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Informatica",
      "slug": "informatica",
      "prose": {
        "answer_lead": "Public agencies have awarded contracts for Informatica with amounts ranging from an observed low of $6,915.84 to an observed high of $11,083,144.82.",
        "renewal_watch": "Informatica appears in 202 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $6,962 to $8,348,648, the largest being $8,348,648 to Department of Health and Human Services in 2019. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for Informatica licenses and renewals?",
            "answer": "The typical cost for Informatica licenses and renewals, based on 125 awards, ranges from $94,964.48 (25th percentile) to $1,020,598.25 (75th percentile). The median award amount for these types of contracts is $216,246.44.",
            "award_ids": []
          },
          {
            "question": "Are there hidden costs or additional services frequently bundled with Informatica purchases?",
            "answer": "Contract descriptions indicate that support, maintenance, and professional services are frequently bundled with Informatica licenses and renewals. For instance, one Department of Homeland Security award for $1,821,464.63 included both licenses and annual support.",
            "award_ids": [
              "HSIGAQ16P00010",
              "HHSF223201710087W"
            ]
          },
          {
            "question": "What is the highest amount an agency has paid for Informatica licenses?",
            "answer": "The highest observed award for Informatica licenses was $11,083,144.82 by the Department of the Treasury. This award was specifically for the purchase of brand name Informatica software licenses.",
            "award_ids": [
              "2032H521F00405"
            ]
          },
          {
            "question": "What is the lowest amount an agency has paid for Informatica licenses?",
            "answer": "The lowest observed award for Informatica licenses was $6,915.84 by the Department of Defense. This award was for an Informatica Fast Clone additional database source CPU-core.",
            "award_ids": [
              "N0042125F1158"
            ]
          },
          {
            "question": "Do agencies purchase Informatica for specific projects or broader enterprise use?",
            "answer": "Examples include a Department of the Treasury award for Informatica products and licenses for the Enterprise Informatica Platform (EIP), and a Department of Homeland Security award for Informatica software licenses to maintain a functional analytics and high-performance platform.",
            "award_ids": [
              "2032H523F00526",
              "70CTD025FR0000028"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 125 awards for licenses and renewals.",
            "One Department of Homeland Security award for $1,376,335 included \"PERPETUAL SW MAINTENANCE RENEWAL AND SUBSCRIPTION LICENSE RENEWAL.\" Another Department of Health and Human Services award for $8,348,647.72 was for \"CONSOLIDATED INFORMATICA MAINTENANCE/TECHNICAL SUPPORT RENEWAL.\""
          ],
          "rewritten": [
            "Public agencies have awarded contracts for Informatica with amounts ranging from",
            "Public agencies have awarded contracts for Informatica with amounts ranging from",
            "Renewal contract descriptions indicate that agencies frequently bundle software ",
            "One Department of Homeland Security award for $1,376,335 included \"PERPETUAL SW ",
            "Yes, contract descriptions indicate that support, maintenance, and professional ",
            "Agencies purchase Informatica for both specific projects and broader enterprise "
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 202 public contract awards from 21 awarding agencies.",
          "The figures below are computed from 125 licence and renewal awards; the other 77 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 31.3, and the highest is 1602.6 times the lowest.",
          "47 of 202 awards (23%) come from Department of Defense.",
          "The most frequent recipient across these awards is SOFTWARE INFORMATION RESOURCE CORP., on 29 awards (14%).",
          "The records span 2014-05-28 to 2026-09-30."
        ],
        "numbers": [
          23,
          14,
          1602.6,
          31.3,
          21,
          47,
          29,
          125,
          77
        ],
        "basis_sentence": "The figures below are computed from 125 licence and renewal awards; the other 77 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 3,
          "unknown": 30,
          "license": 49,
          "renewal": 76,
          "support": 38,
          "services": 4,
          "training": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Department of the Treasury",
          "Department of Agriculture",
          "Department of Veterans Affairs",
          "Department of Commerce",
          "Department of State",
          "Agency for International Development",
          "Department of the Interior",
          "Department of Justice",
          "Office of Personnel Management",
          "Export-Import Bank of the United States",
          "Department of Transportation",
          "Federal Communications Commission",
          "Federal Election Commission",
          "Consumer Financial Protection Bureau",
          "Department of Energy",
          "Social Security Administration",
          "Department of Housing and Urban Development",
          "General Services Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 46,
          "Department of the Treasury": 19,
          "Department of Health and Human Services": 23,
          "Consumer Financial Protection Bureau": 1,
          "Department of Defense": 47,
          "Federal Communications Commission": 2,
          "Department of Energy": 1,
          "Export-Import Bank of the United States": 3,
          "Department of Agriculture": 12,
          "Department of Commerce": 7,
          "Agency for International Development": 5,
          "Department of the Interior": 4,
          "Department of Veterans Affairs": 10,
          "Department of State": 6,
          "Department of Justice": 4,
          "Federal Election Commission": 2,
          "Social Security Administration": 1,
          "Office of Personnel Management": 4,
          "Department of Transportation": 3,
          "Department of Housing and Urban Development": 1,
          "General Services Administration": 1
        },
        "recipient_counts": {
          "PANAMERICA COMPUTERS, INC.": 5,
          "AKIRA TECHNOLOGIES INC.": 3,
          "DLT SOLUTIONS, LLC": 12,
          "INFORMATICA LLC": 1,
          "GOVSMART, INC.": 16,
          "IPI GRAMMTECH LTD": 8,
          "TECHNICA CORPORATION": 1,
          "NEW TECH SOLUTIONS, INC.": 13,
          "MACRO SOLUTIONS LLC": 1,
          "ALVAREZ LLC": 4,
          "PRODUCT DATA INTEGRATION TECHNOLOGIES INC": 1,
          "TECHANAX LLC": 1,
          "INFORMATICA FEDERAL OPERATIONS CORPORATION": 1,
          "STERLING COMPUTERS CORPORATION": 2,
          "STS SOLUTIONS AND TRAINING, LLC": 1,
          "BLUE TECH INC.": 4,
          "G2IT, LLC": 1,
          "FCN, INC.": 19,
          "REDHAWK IT SOLUTIONS, LLC": 18,
          "ANACAPA MICRO PRODUCTS, INC.": 3,
          "ACCESSAGILITY LLC": 1,
          "MISCELLANEOUS FOREIGN AWARDEES": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 12,
          "KPAUL PROPERTIES LLC": 1,
          "WILDFLOWER INTERNATIONAL, LTD.": 1,
          "ARCHITECHTURE SOLUTIONS LLC": 2,
          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 3,
          "THE TACTICAL DEVELOPMENT GROUP, LLC": 2,
          "JASPER SOLUTIONS INC.": 1,
          "COUNTERTRADE PRODUCTS, INC.": 1,
          "LANCER INFORMATION SOLUTIONS, LLC": 2,
          "AURORA SYSTEMS CONSULTING INC": 4,
          "SOFTWARE INFORMATION RESOURCE CORP.": 29,
          "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 9,
          "DH TECHNOLOGIES, INC.": 1,
          "FEDSTORE CORPORATION": 1,
          "SNAP, INC": 2,
          "4 STAR TECHNOLOGIES, INC.": 1,
          "PROJECT MANAGER USA, INC.": 1,
          "ASET PARTNERS CORP.": 1,
          "VINSYS INFORMATION TECHNOLOGY, INC.": 1,
          "ESSNOVA SOLUTIONS, INC.": 1,
          "VETS2 SYNERGY LLC": 1,
          "CMA TECHNOLOGY INC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 3,
          "ENTELLIMETRIX LLC": 2,
          "RADIANT CREATIVE GROUP, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
        "spread_ratio": 1602.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Informatica\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$6.5M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$13.0M</text><line x1=\"56\" y1=\"212.8\" x2=\"704\" y2=\"212.8\" class=\"pp-median\"/><text x=\"704\" y=\"206.8\" class=\"pp-median-label\" text-anchor=\"end\">median $216k</text><rect x=\"55.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE14J00081 — $104k — Department of Homeland Security — 2014-05-28</title></rect><rect x=\"58.8\" y=\"120.0\" width=\"4.0\" height=\"96.0\" class=\"pp-bar\"><title>HSSCCG14J00186 — $6.5M — Department of Homeland Security — 2014-09-27</title></rect><rect x=\"62.0\" y=\"153.7\" width=\"4.0\" height=\"62.3\" class=\"pp-bar\"><title>TIRNO15T00100 — $4.2M — Department of the Treasury — 2015-09-30</title></rect><rect x=\"65.2\" y=\"158.6\" width=\"4.0\" height=\"57.4\" class=\"pp-bar\"><title>TIRNO15C00096 — $3.9M — Department of the Treasury — 2015-09-30</title></rect><rect x=\"68.4\" y=\"189.1\" width=\"4.0\" height=\"26.9\" class=\"pp-bar\"><title>HSIGAQ16P00010 — $1.8M — Department of Homeland Security — 2015-12-28</title></rect><rect x=\"71.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE16J00154 — $113k — Department of Homeland Security — 2016-06-01</title></rect><rect x=\"74.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HHSN27600019 — $87k — Department of Health and Human Services — 2016-09-06</title></rect><rect x=\"78.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>CFP17P00009 — $48k — Consumer Financial Protection Bureau — 2017-01-25</title></rect><rect x=\"81.3\" y=\"207.1\" width=\"4.0\" height=\"8.9\" class=\"pp-bar\"><title>HQC00717F0009 — $603k — Department of Defense — 2017-03-24</title></rect><rect x=\"84.5\" y=\"196.4\" width=\"4.0\" height=\"19.6\" class=\"pp-bar\"><title>HHSF223201710087W — $1.3M — Department of Health and Human Services — 2017-04-20</title></rect><rect x=\"87.7\" y=\"111.4\" width=\"4.0\" height=\"104.6\" class=\"pp-bar\"><title>TIRNO17T00037 — $7.1M — Department of the Treasury — 2017-06-02</title></rect><rect x=\"90.9\" y=\"211.7\" width=\"4.0\" height=\"4.3\" class=\"pp-bar\"><title>HQC00717F0021 — $288k — Department of Defense — 2017-07-29</title></rect><rect x=\"94.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FCC17G0075 — $75k — Federal Communications Commission — 2017-08-01</title></rect><rect x=\"97.3\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>DEDT0013903 — $186k — Department of Energy — 2017-09-01</title></rect><rect x=\"100.5\" y=\"177.3\" width=\"4.0\" height=\"38.7\" class=\"pp-bar\"><title>HHSP23337004T — $2.6M — Department of Health and Human Services — 2017-09-18</title></rect><rect x=\"103.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>83310118F0013 — $9k — Export-Import Bank of the United States — 2018-03-19</title></rect><rect x=\"106.9\" y=\"192.9\" width=\"4.0\" height=\"23.1\" class=\"pp-bar\"><title>N6523618F3054 — $1.6M — Department of Defense — 2018-03-27</title></rect><rect x=\"110.1\" y=\"190.8\" width=\"4.0\" height=\"25.2\" class=\"pp-bar\"><title>N0018918F0963 — $1.7M — Department of Defense — 2018-09-25</title></rect><rect x=\"113.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314418F0756 — $92k — Department of Agriculture — 2018-10-01</title></rect><rect x=\"116.6\" y=\"186.3\" width=\"4.0\" height=\"29.7\" class=\"pp-bar\"><title>N0018919P0028 — $2.0M — Department of Defense — 2018-11-15</title></rect><rect x=\"119.8\" y=\"212.4\" width=\"4.0\" height=\"3.6\" class=\"pp-bar\"><title>75P00119F00021 — $244k — Department of Health and Human Services — 2018-12-27</title></rect><rect x=\"123.0\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>1305L219FNWWA0057 — $273k — Department of Commerce — 2019-02-27</title></rect><rect x=\"126.2\" y=\"92.7\" width=\"4.0\" height=\"123.3\" class=\"pp-bar\"><title>75F40119F80011 — $8.3M — Department of Health and Human Services — 2019-03-28</title></rect><rect x=\"129.4\" y=\"210.8\" width=\"4.0\" height=\"5.2\" class=\"pp-bar\"><title>FA877119F1016 — $353k — Department of Defense — 2019-09-10</title></rect><rect x=\"132.6\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>2032H519F00794 — $13.0M — Department of the Treasury — 2019-09-29</title></rect><rect x=\"135.8\" y=\"202.0\" width=\"4.0\" height=\"14.0\" class=\"pp-bar\"><title>75N97020P00024 — $947k — Department of Health and Human Services — 2019-11-01</title></rect><rect x=\"139.0\" y=\"210.4\" width=\"4.0\" height=\"5.6\" class=\"pp-bar\"><title>12760420P0005 — $379k — Department of Agriculture — 2019-11-25</title></rect><rect x=\"142.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FR0000013 — $52k — Department of Homeland Security — 2020-01-07</title></rect><rect x=\"145.4\" y=\"209.8\" width=\"4.0\" height=\"6.2\" class=\"pp-bar\"><title>75F40120F80046 — $419k — Department of Health and Human Services — 2020-01-27</title></rect><rect x=\"148.6\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>72MC1020C00005 — $189k — Agency for International Development — 2020-03-23</title></rect><rect x=\"151.8\" y=\"198.9\" width=\"4.0\" height=\"17.1\" class=\"pp-bar\"><title>140L0620F0091 — $1.2M — Department of the Interior — 2020-04-30</title></rect><rect x=\"155.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2032H520F00293 — $119k — Department of the Treasury — 2020-05-01</title></rect><rect x=\"158.3\" y=\"198.3\" width=\"4.0\" height=\"17.7\" class=\"pp-bar\"><title>75F40120F80261 — $1.2M — Department of Health and Human Services — 2020-06-24</title></rect><rect x=\"161.5\" y=\"208.6\" width=\"4.0\" height=\"7.4\" class=\"pp-bar\"><title>70CTD020FR0000099 — $498k — Department of Homeland Security — 2020-06-25</title></rect><rect x=\"164.7\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>70VT1520F00029 — $160k — Department of Homeland Security — 2020-07-01</title></rect><rect x=\"167.9\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>36C24120F0232 — $330k — Department of Veterans Affairs — 2020-09-20</title></rect><rect x=\"171.1\" y=\"193.8\" width=\"4.0\" height=\"22.2\" class=\"pp-bar\"><title>70SBUR20F00000243 — $1.5M — Department of Homeland Security — 2020-09-27</title></rect><rect x=\"174.3\" y=\"202.1\" width=\"4.0\" height=\"13.9\" class=\"pp-bar\"><title>HTC71121FD016 — $940k — Department of Defense — 2020-10-01</title></rect><rect x=\"177.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19MX5621P0012 — $9k — Department of State — 2020-10-23</title></rect><rect x=\"180.7\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>FA940121F0006 — $216k — Department of Defense — 2020-12-31</title></rect><rect x=\"183.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000023 — $55k — Department of Homeland Security — 2021-01-11</title></rect><rect x=\"187.1\" y=\"197.6\" width=\"4.0\" height=\"18.4\" class=\"pp-bar\"><title>SP470121F0025 — $1.2M — Department of Defense — 2021-01-28</title></rect><rect x=\"190.3\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>70CTD021FR0000111 — $488k — Department of Homeland Security — 2021-06-01</title></rect><rect x=\"193.5\" y=\"206.4\" width=\"4.0\" height=\"9.6\" class=\"pp-bar\"><title>36C10A21F0192 — $648k — Department of Veterans Affairs — 2021-06-03</title></rect><rect x=\"196.8\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>70RTAC21FR0000051 — $171k — Department of Homeland Security — 2021-06-03</title></rect><rect x=\"200.0\" y=\"202.7\" width=\"4.0\" height=\"13.3\" class=\"pp-bar\"><title>HC102821F0559 — $902k — Department of Defense — 2021-06-16</title></rect><rect x=\"203.2\" y=\"52.3\" width=\"4.0\" height=\"163.7\" class=\"pp-bar\"><title>2032H521F00405 — $11.1M — Department of the Treasury — 2021-06-25</title></rect><rect x=\"206.4\" y=\"213.0\" width=\"4.0\" height=\"3.0\" class=\"pp-bar\"><title>70VT1521P00006 — $201k — Department of Homeland Security — 2021-07-01</title></rect><rect x=\"209.6\" y=\"209.3\" width=\"4.0\" height=\"6.7\" class=\"pp-bar\"><title>N0018921F0396 — $451k — Department of Defense — 2021-07-30</title></rect><rect x=\"212.8\" y=\"195.7\" width=\"4.0\" height=\"20.3\" class=\"pp-bar\"><title>70SBUR21F00000272 — $1.4M — Department of Homeland Security — 2021-09-27</title></rect><rect x=\"216.0\" y=\"198.7\" width=\"4.0\" height=\"17.3\" class=\"pp-bar\"><title>HTC71122CD001 — $1.2M — Department of Defense — 2021-10-01</title></rect><rect x=\"219.2\" y=\"205.9\" width=\"4.0\" height=\"10.1\" class=\"pp-bar\"><title>N0042121P0669 — $684k — Department of Defense — 2021-10-01</title></rect><rect x=\"222.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA701422F0008 — $125k — Department of Defense — 2021-12-16</title></rect><rect x=\"225.6\" y=\"213.0\" width=\"4.0\" height=\"3.0\" class=\"pp-bar\"><title>70US0922F1DHS0002 — $204k — Department of Homeland Security — 2022-01-07</title></rect><rect x=\"228.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" 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class=\"pp-bar\"><title>9531BP22F0020 — $38k — Federal Election Commission — 2022-04-01</title></rect><rect x=\"251.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2032H522F00283 — $52k — Department of the Treasury — 2022-05-01</title></rect><rect x=\"254.5\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>19AQMM22F1977 — $279k — Department of State — 2022-05-27</title></rect><rect x=\"257.7\" y=\"208.7\" width=\"4.0\" height=\"7.3\" class=\"pp-bar\"><title>70CTD022FR0000081 — $491k — Department of Homeland Security — 2022-06-01</title></rect><rect x=\"260.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RTAC22FR0000061 — $131k — Department of Homeland Security — 2022-06-03</title></rect><rect x=\"264.1\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>75F40122F80217 — $329k — Department of Health and Human Services — 2022-06-29</title></rect><rect x=\"267.3\" y=\"200.1\" width=\"4.0\" height=\"15.9\" 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height=\"2.6\" class=\"pp-bar\"><title>9531BP23F0020 — $174k — Federal Election Commission — 2023-04-01</title></rect><rect x=\"366.8\" y=\"206.4\" width=\"4.0\" height=\"9.6\" class=\"pp-bar\"><title>HQC00723F0004 — $647k — Department of Defense — 2023-04-20</title></rect><rect x=\"370.0\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>19AQMM23F1198 — $207k — Department of State — 2023-04-21</title></rect><rect x=\"373.2\" y=\"207.8\" width=\"4.0\" height=\"8.2\" class=\"pp-bar\"><title>70CTD023FR0000058 — $555k — Department of Homeland Security — 2023-06-01</title></rect><rect x=\"376.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F1525 — $25k — Department of State — 2023-06-02</title></rect><rect x=\"379.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RTAC23FR0000061 — $127k — Department of Homeland Security — 2023-06-03</title></rect><rect x=\"382.8\" y=\"193.3\" width=\"4.0\" height=\"22.7\" 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class=\"pp-bar\"><title>70Z0G324FMSPL0001 — $139k — Department of Homeland Security — 2024-01-01</title></rect><rect x=\"463.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75P00124F80011 — $95k — Department of Health and Human Services — 2024-01-01</title></rect><rect x=\"466.2\" y=\"175.0\" width=\"4.0\" height=\"41.0\" class=\"pp-bar\"><title>15F06724F0000298 — $2.8M — Department of Justice — 2024-02-01</title></rect><rect x=\"469.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341224F00034 — $48k — Department of the Treasury — 2024-02-12</title></rect><rect x=\"472.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>83310124F0101 — $56k — Export-Import Bank of the United States — 2024-03-19</title></rect><rect x=\"475.8\" y=\"202.9\" width=\"4.0\" height=\"13.1\" class=\"pp-bar\"><title>70B04C24F00000224 — $886k — Department of Homeland Security — 2024-03-29</title></rect><rect x=\"479.0\" y=\"214.0\" width=\"4.0\" 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height=\"7.3\" class=\"pp-bar\"><title>36C10A24F0055 — $491k — Department of Veterans Affairs — 2024-08-01</title></rect><rect x=\"501.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018924F1049 — $120k — Department of Defense — 2024-08-01</title></rect><rect x=\"504.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333ND24FNB180131 — $40k — Department of Commerce — 2024-08-01</title></rect><rect x=\"507.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018924F0480 — $46k — Department of Defense — 2024-08-02</title></rect><rect x=\"511.1\" y=\"209.5\" width=\"4.0\" height=\"6.5\" class=\"pp-bar\"><title>140L0624F0133 — $438k — Department of the Interior — 2024-08-15</title></rect><rect x=\"514.3\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>FA872624FB070 — $192k — Department of Defense — 2024-08-22</title></rect><rect x=\"517.5\" y=\"202.4\" width=\"4.0\" height=\"13.6\" 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height=\"2.0\" class=\"pp-bar\"><title>N0042125F1158 — $7k — Department of Defense — 2025-08-27</title></rect><rect x=\"597.7\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>70US0925F1DHS2342 — $150k — Department of Homeland Security — 2025-09-15</title></rect><rect x=\"601.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JK325F00024N — $126k — Department of Transportation — 2025-09-15</title></rect><rect x=\"604.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314425F0285 — $121k — Department of Agriculture — 2025-09-16</title></rect><rect x=\"607.4\" y=\"203.5\" width=\"4.0\" height=\"12.5\" class=\"pp-bar\"><title>70SBUR25F00000216 — $848k — Department of Homeland Security — 2025-09-17</title></rect><rect x=\"610.6\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>140D0425F1009 — $338k — Department of the Interior — 2025-09-22</title></rect><rect x=\"613.8\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>N0042125F1198 — $183k — Department of Defense — 2025-09-23</title></rect><rect x=\"617.0\" y=\"208.5\" width=\"4.0\" height=\"7.5\" class=\"pp-bar\"><title>N0018925FR162 — $511k — Department of Defense — 2025-09-25</title></rect><rect x=\"620.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018925F0746 — $107k — Department of Defense — 2025-09-25</title></rect><rect x=\"623.4\" y=\"185.2\" width=\"4.0\" height=\"30.8\" class=\"pp-bar\"><title>FA701425F0319 — $2.1M — Department of Defense — 2025-09-30</title></rect><rect x=\"626.6\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>75P00125F80125 — $214k — Department of Health and Human Services — 2025-09-30</title></rect><rect x=\"629.8\" y=\"196.7\" width=\"4.0\" height=\"19.3\" class=\"pp-bar\"><title>HTC71125CE131 — $1.3M — Department of Defense — 2025-10-01</title></rect><rect x=\"633.0\" y=\"204.5\" width=\"4.0\" height=\"11.5\" class=\"pp-bar\"><title>36C10B26F0003 — $776k — Department of Veterans Affairs — 2025-10-01</title></rect><rect x=\"636.2\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>HTC71125FE173 — $197k — Department of Defense — 2025-10-01</title></rect><rect x=\"639.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72MC1025P00014 — $60k — Agency for International Development — 2025-10-01</title></rect><rect x=\"642.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341226F00010 — $91k — Department of the Treasury — 2025-12-29</title></rect><rect x=\"645.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70Z0G326FMSPL0002 — $74k — Department of Homeland Security — 2026-01-01</title></rect><rect x=\"649.1\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>12314426F0037 — $191k — Department of Agriculture — 2026-01-17</title></rect><rect x=\"652.3\" y=\"187.0\" width=\"4.0\" height=\"29.0\" class=\"pp-bar\"><title>70B04C26F00000279 — $2.0M — Department of Homeland Security — 2026-03-27</title></rect><rect x=\"655.5\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>36C10B26F0117 — $269k — Department of Veterans Affairs — 2026-04-26</title></rect><rect x=\"658.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0439 — $138k — Department of Defense — 2026-05-19</title></rect><rect x=\"661.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>83310126F0020 — $28k — Export-Import Bank of the United States — 2026-06-01</title></rect><rect x=\"665.1\" y=\"207.0\" width=\"4.0\" height=\"9.0\" class=\"pp-bar\"><title>70CTD026FR0000030 — $609k — Department of Homeland Security — 2026-06-02</title></rect><rect x=\"668.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDA226FR0000028 — $63k — Department of Homeland Security — 2026-06-03</title></rect><rect x=\"671.5\" y=\"168.7\" width=\"4.0\" height=\"47.3\" class=\"pp-bar\"><title>2032H526F00078 — $3.2M — Department of the Treasury — 2026-06-25</title></rect><rect x=\"674.7\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>36C10B26F0180 — $235k — Department of Veterans Affairs — 2026-07-01</title></rect><rect x=\"677.9\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>7571MN26F80068 — $330k — Department of Health and Human Services — 2026-07-30</title></rect><rect x=\"681.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333ND26FNB180129 — $30k — Department of Commerce — 2026-08-01</title></rect><rect x=\"684.4\" y=\"207.9\" width=\"4.0\" height=\"8.1\" class=\"pp-bar\"><title>2032H526F00090 — $550k — Department of the Treasury — 2026-08-23</title></rect><rect x=\"687.6\" y=\"210.6\" width=\"4.0\" height=\"5.4\" class=\"pp-bar\"><title>140D0426F1005 — $363k — Department of the Interior — 2026-08-31</title></rect><rect x=\"690.8\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>70US0926F1DHS2628 — $165k — Department of Homeland Security — 2026-09-15</title></rect><rect x=\"694.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JK326F00015N — $136k — Department of Transportation — 2026-09-15</title></rect><rect x=\"697.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM26F1158 — $47k — Department of State — 2026-09-28</title></rect><rect x=\"700.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA700026FG630 — $84k — Department of Defense — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2014-05-28</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (202 awards, obligated)</text></svg>",
      "published_date": "2026-10-04",
      "url": "/informatica/",
      "changelog": [
        {
          "date": "2026-10-04",
          "note": "Initial publication: 202 awards, $6,731–$12,997,968."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $12,997,968 -> $11,083,145; lowest observed $6,731 -> $6,916"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "power-bi",
      "product_name": "Microsoft Power BI",
      "vendor": "Microsoft Corporation",
      "list_price": {
        "value": 14.0,
        "unit": "USD per user per month (paid yearly)",
        "publisher": "Microsoft Corporation",
        "url": "https://www.microsoft.com/en-us/power-platform/products/power-bi/pricing",
        "quote": "Power BI Pro — $14.00 — user/month, paid yearly",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "EPB17H00034",
          "recipient": "INSIGHT PUBLIC SECTOR, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Environmental Protection Agency",
          "sub_agency": "Environmental Protection Agency",
          "action_date": "2016-12-14",
          "end_date": "2022-10-19",
          "amount": 6427.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PURCHASE FIVE SUBSCRIPTIONS TO ONLINE SOFTWARE INCLUDING MS PROJECT PROFESSIONAL, PROJECT PLANNER AND POWERBI. THE SUBSCRIPTIONS WILL BE FOR 3 YEARS. POWERBI WILL NOT BE AVAILABLE UNTIL 1/1/2017. TECHNICAL POINT OF CONTACT:VICKI SOTO",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_EPB17H00034_6800_EPBPA16H0025_6800"
        },
        {
          "award_id": "70CTD018FC0000099",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2018-06-27",
          "end_date": "2019-06-27",
          "amount": 56088.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "AMB #15174 - PURCHASE MICROSOFT 475 POWER BI PRO GOV LICENSES AND COVER MAINTENANCE 125 LICENSES; DHS ELA CONTRACT NO.: HSHQDC-15-A-00017; ACOR/POC: FRANCINE COX, 202-732-2404, FRANCINE.COX@ICE.DHS.GOV",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD018FC0000099_7012_HSHQDC15A00017_7001"
        },
        {
          "award_id": "FA462120C0006",
          "recipient": "TEKSOUTH CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2019-12-31",
          "end_date": "2020-01-16",
          "amount": 29735.15,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "training",
          "scope_reason": "training",
          "description_excerpt": "MS-101 POWER BI TRAINING",
          "psc_code": "U001",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA462120C0006_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "140D0420F0233",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Interior",
          "sub_agency": "Departmental Offices",
          "action_date": "2020-04-01",
          "end_date": "2021-02-28",
          "amount": 61957.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "POWERAPPS AND POWERBI",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_140D0420F0233_1406_140D0419A0018_1406"
        },
        {
          "award_id": "140T0120F0002",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Interior",
          "sub_agency": "Office of the Inspector General",
          "action_date": "2020-04-22",
          "end_date": "2021-02-28",
          "amount": 16240.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MICROSOFT POWERBI SOFTWARE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_140T0120F0002_1404_140D0419A0018_1406"
        },
        {
          "award_id": "70CTD020FC0000054",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2020-06-09",
          "end_date": "2021-03-26",
          "amount": 42066.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "MS ELA/BPA RENEW 600 MICROSOFT POWER BI PRO GOV LICENSES&COVER MAINT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD020FC0000054_7012_HSHQDC15A00017_7001"
        },
        {
          "award_id": "70RTAC20FC0000037",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2020-09-15",
          "end_date": "2021-03-26",
          "amount": 864814.82,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PURCHASE MICROSOFT POWERBI, MICROSOFT POWERAPPS, AND AZURE CONSUMPTION UTILIZING THE MICROSOFT ELA.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RTAC20FC0000037_7001_HSHQDC15A00017_7001"
        },
        {
          "award_id": "2032H521F00272",
          "recipient": "MINBURN TECHNOLOGY GROUP, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2021-03-31",
          "end_date": "2022-12-31",
          "amount": 192381.54,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DEPARTMENT OF TREASURY MICROSOFT ACTIVE DIRECTORY P2 AND POWER BI PREMIUM",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H521F00272_2050_GS35F309AA_4732"
        },
        {
          "award_id": "W9132T21P0033",
          "recipient": "OM GROUP, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2021-06-14",
          "end_date": "2022-03-14",
          "amount": 146878.88,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP - POWER BI FOR ESMS U435CFN",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W9132T21P0033_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "FA460021F0114",
          "recipient": "PERATON ENTERPRISE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2021-08-30",
          "end_date": "2022-06-30",
          "amount": 5369.28,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PROJECT FY21-166 - POWERBI O&M",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA460021F0114_9700_FA460021D0001_9700"
        },
        {
          "award_id": "W50S9722F0001",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2021-10-12",
          "end_date": "2021-11-11",
          "amount": 12565.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "POWER BI MICROSOFT LICENSES PER DOD JELA",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W50S9722F0001_9700_HC108420A0003_9700"
        },
        {
          "award_id": "91990422P0001",
          "recipient": "DSQUORUM LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Education",
          "sub_agency": "Department of Education",
          "action_date": "2021-11-10",
          "end_date": "2021-11-23",
          "amount": 17500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "training",
          "scope_reason": "training",
          "description_excerpt": "POWER BI TRAINING",
          "psc_code": "U012",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_91990422P0001_9100_-NONE-_-NONE-"
        },
        {
          "award_id": "80HQTR22F0020",
          "recipient": "ARES CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2021-12-01",
          "end_date": "2023-02-28",
          "amount": 169840.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "THIS TASK SUPPORTS THE NASA SAFETY CULTURE PROGRAM MANAGER WITH THE ANALYSIS OF SCS RESULTS USING TOOLS LIKE EXCEL, POWER BI, POWERPOINT, AND OTHER COLLABORATION, COMMUNICATION, AND ANALYSIS TOOLS.",
          "psc_code": "R699",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80HQTR22F0020_8000_80HQTR17A0011_8000"
        },
        {
          "award_id": "70RCSA22FC0000001",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2022-01-01",
          "end_date": "2023-03-26",
          "amount": 117987.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE PURPOSE OF THIS BPA CALL IS TO PROCURE POWER BI PREMIUM SUBSCRIPTION LICENSES FOR THE DEPARTMENT OF HOMELAND SECURITY, CYBERSECURITY AND INFRASTRUCTURE SECURITY AGENCY (CISA), STAKEHOLDER ENGAGEMENT DIVISION (SED), IN ACCORDANCE WITH THE ATTACHED",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RCSA22FC0000001_7001_70RTAC21A00000001_7001"
        },
        {
          "award_id": "47QFSA22F0043",
          "recipient": "DELL MARKETING L.P.",
          "resolved_vendor": "Microsoft Corporation",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.95,
          "agency": "General Services Administration",
          "sub_agency": "Federal Acquisition Service",
          "action_date": "2022-01-01",
          "end_date": "2022-10-31",
          "amount": 49535.64,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DISA POWER BI SUBSCRIPTION LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47QFSA22F0043_4732_47QTCA21A0002_4732"
        },
        {
          "award_id": "FA664323F0004",
          "recipient": "DELL MARKETING L.P.",
          "resolved_vendor": "Microsoft Corporation",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-02-02",
          "end_date": "2023-10-31",
          "amount": 50557.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "POWERBI PREMIUM",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA664323F0004_9700_N6600121A0083_9700"
        },
        {
          "award_id": "2033H622F00068",
          "recipient": "MLINQS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Treasury",
          "sub_agency": "Bureau of the Fiscal Service",
          "action_date": "2022-02-13",
          "end_date": "2024-12-12",
          "amount": 29482.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "THE ESTABLISHMENT A SITE-TO-SITE VIRTUAL PRIVATE NETWORK (VPN) BETWEEN FISCAL SERVICES POWER BI SERVICES WITHIN THE FISCAL SERVICES OFFICE 365 CLOUD.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2033H622F00068_2036_2033H620A00002_2036"
        },
        {
          "award_id": "19AQMM22F0704",
          "recipient": "CDW GOVERNMENT LLC",
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          "excerpt": "MS-101 POWER BI TRAINING"
        },
        {
          "pattern": "licences",
          "award_id": "140P2122F0125",
          "excerpt": "NR-IMD-401-POWER BI PREMIUM LICENSES"
        },
        {
          "pattern": "training",
          "award_id": "69319522F40040N",
          "excerpt": "POWER BI AND POWER BI DESKTOP TRAINING FOR FTA EMPLOYEES"
        },
        {
          "pattern": "renewal",
          "award_id": "123J1922P0025",
          "excerpt": "ACTERYS - USER LICENSE FOR POWER BI CONNECTOR RENEWAL FOR FY 2022, POP 9/24/2022 - 9/23/2023"
        },
        {
          "pattern": "integration",
          "award_id": "123J1922P0025",
          "excerpt": "ACTERYS - USER LICENSE FOR POWER BI CONNECTOR RENEWAL FOR FY 2022, POP 9/24/2022 - 9/23/2023"
        },
        {
          "pattern": "licences",
          "award_id": "123J1922P0025",
          "excerpt": "ACTERYS - USER LICENSE FOR POWER BI CONNECTOR RENEWAL FOR FY 2022, POP 9/24/2022 - 9/23/2023"
        },
        {
          "pattern": "training",
          "award_id": "FA302025P0163",
          "excerpt": "82 CS INSTRUCTOR LED IT TRAINING TO INCLUDE: CLOUD+ POWER BI MS WINDOWS SERVER 2022"
        },
        {
          "pattern": "licences",
          "award_id": "FA301622F0299",
          "excerpt": "1 LICENSE OF THE PREMIUM CAPACITY AND 42 PRO LICENSES FOR THE MS POWER BI PREMIUM + PRO CLOUD SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "FA440722F0093",
          "excerpt": "MICROSOFT POWER BI LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "FA877322F0072",
          "excerpt": "JELA III POWER BI P1 NODE LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "W91WMC23PV003",
          "excerpt": "MS POWER BI LICENSE FOR ACE-IT.  R1I3000"
        },
        {
          "pattern": "training",
          "award_id": "70Z02824FMIAM0007",
          "excerpt": "D7 POWER BI TRAINING HANDS-ON FOR 18 STUDENTS"
        },
        {
          "pattern": "training",
          "award_id": "9531CB24P0009",
          "excerpt": "OFP - POWER BI TRAINING CLASS"
        },
        {
          "pattern": "training",
          "award_id": "91990422P0001",
          "excerpt": "POWER BI TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "19TH2024P0597",
          "excerpt": "CGFS/CST (NEA-SCA) - POWER BI TRAINING (ENGLISH)"
        },
        {
          "pattern": "renewal",
          "award_id": "W91CRB24F0293",
          "excerpt": "MICROSOFT POWER BI PREMIUM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W91CRB24F0293",
          "excerpt": "MICROSOFT POWER BI PREMIUM SUBSCRIPTION"
        },
        {
          "pattern": "training",
          "award_id": "70FA4024F00000413",
          "excerpt": "POWER BI CUSTOM TRAINING TO EQUIP FEMA OCCPO-REPORT AND ANALYSIS"
        },
        {
          "pattern": "training",
          "award_id": "80NSSC23PA862",
          "excerpt": "SOFTEK POWER BI TRAINING COURSES"
        },
        {
          "pattern": "training",
          "award_id": "15F06723P0002197",
          "excerpt": "THIS REQUIREMENT IS FOR THE VENDOR TO PROVIDE POWER BI TRAINING, IN ADDITION TO TRAINING VOUCHERS FROM THE VENDOR. THIS TRAINING WILL BE FOR IT WORKFORCE DEVELOPMENT SERVICES DESIGNED TO HELP BUILD SK"
        },
        {
          "pattern": "training",
          "award_id": "19M05523P1351",
          "excerpt": "POWER BI & POWER AUTOMATE TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "19TH2022P2089",
          "excerpt": "CGFS/EXE - POWER BI TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "19SA7024P1194",
          "excerpt": "POWER BI TRAINING FOR FMC STAFF"
        },
        {
          "pattern": "licences",
          "award_id": "W50S9722F0001",
          "excerpt": "POWER BI MICROSOFT LICENSES PER DOD JELA"
        },
        {
          "pattern": "integration",
          "award_id": "123J1922P0019",
          "excerpt": "POWER BI CONNECTOR FOR JIRA & JIRA SOFTWARE LICENSE BUNDLE FOR DEVELOPMENT ENVIRONMENT"
        },
        {
          "pattern": "licences",
          "award_id": "123J1922P0019",
          "excerpt": "POWER BI CONNECTOR FOR JIRA & JIRA SOFTWARE LICENSE BUNDLE FOR DEVELOPMENT ENVIRONMENT"
        },
        {
          "pattern": "training",
          "award_id": "191N6524P0918",
          "excerpt": "POWER BI TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "49100422P9022",
          "excerpt": "GROUP TRAINING OF MICROSOFTPL-300: MICROSOFT POWER BI DATA ANALYST"
        },
        {
          "pattern": "training",
          "award_id": "FA302026P0019",
          "excerpt": "VIRTUAL, INSTRUCTOR LED POWER-BI TRAINING FOR COURSE PL-300 AND PL-900, TO INCLUDE: INSTRUCTION FOR 10 INDIVIDUALS, PER COURSE (10) EXAM VOUCHERS, PER COURSE (10) RE-TAKE VOUCHERS, PER COURSE (IF NEED"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3022F00000159",
          "excerpt": "MS POWER BI PRO LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "HQ003426FE017",
          "excerpt": "POWER BI/POWER AUTOMATE DOD 365 LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "47QACA26F0410",
          "excerpt": "DISA J357 POWER BI SIPR DEOS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "47QFSA25F0037",
          "excerpt": "ARMY OCIO POWER BI LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "70CTD024FC0000006",
          "excerpt": "MICROSOFT POWER BI LICENSES IN SUPPORT OF ICE/OCIO"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD024FC0000006",
          "excerpt": "MICROSOFT POWER BI LICENSES IN SUPPORT OF ICE/OCIO"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM22F1649",
          "excerpt": "MS POWER BI PREMIUM/POWER AUTOMATE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "N0002424FG0533",
          "excerpt": "VLA POWER BI USER LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "72067424P00113",
          "excerpt": "REQUEST FOR POWER BI AND EXCEL TRAINING SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000533",
          "excerpt": "MICROSOFT POWER BI PRO LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "140P2122F0008",
          "excerpt": "2 MS POWER BI PRO SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "140P2122F0008",
          "excerpt": "2 MS POWER BI PRO SUBSCRIPTIONS"
        },
        {
          "pattern": "support",
          "award_id": "FA877226F0004",
          "excerpt": "POWERBI PREMIUM P2/P3 SUBSCRIPTION IN SUPPORT OF DAF 365 ELA"
        },
        {
          "pattern": "renewal",
          "award_id": "FA877226F0004",
          "excerpt": "POWERBI PREMIUM P2/P3 SUBSCRIPTION IN SUPPORT OF DAF 365 ELA"
        },
        {
          "pattern": "licences",
          "award_id": "FA877226F0004",
          "excerpt": "POWERBI PREMIUM P2/P3 SUBSCRIPTION IN SUPPORT OF DAF 365 ELA"
        },
        {
          "pattern": "licences",
          "award_id": "70RCSA22FC0000017",
          "excerpt": "MICROSOFT POWERBI PREMIUM LICENSES - DELL FEDERAL SYSTEMS L.P."
        },
        {
          "pattern": "licences",
          "award_id": "W56HZV23FL082",
          "excerpt": "MICROSOFT POWERBI PREMIUM ONE YEAR LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80413",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PURCHASE POWERBI PREMIUM WORKSPACE LICENSE."
        },
        {
          "pattern": "training",
          "award_id": "19MX5323P1747",
          "excerpt": "MEX-FMC-POWERBI VISUALIZATION TRAINING-2023"
        },
        {
          "pattern": "licences",
          "award_id": "89503023FWA000101",
          "excerpt": "PURCHASE ADDITIONAL LICENSES FOR POWERBI, DOMESTIC CALL PLAN, AND MSFT TEAMS"
        },
        {
          "pattern": "support",
          "award_id": "68HERD25F0038",
          "excerpt": "MICROSOFT POWER SUITE AND SHAREPOINT MICROSOFT OFFICE 365 SUPPORT SERVICE FOR POWER APPS, POWER AUTOMATE, POWERBI, AND SHAREPOINT DESIGN AND DEVELOPMENT CONSULTATION"
        },
        {
          "pattern": "professional_services",
          "award_id": "68HERD25F0038",
          "excerpt": "MICROSOFT POWER SUITE AND SHAREPOINT MICROSOFT OFFICE 365 SUPPORT SERVICE FOR POWER APPS, POWER AUTOMATE, POWERBI, AND SHAREPOINT DESIGN AND DEVELOPMENT CONSULTATION"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD024FC0000012",
          "excerpt": "AMB # 21496; NEW POWERBI LICENSES; CONTRACT # 70CTD024FC0000005; POP: 6/1/24 - 3/26/24; ACOR: JEFFREY HOWARD, JEFFREY.HOWARD@ICE.DHS.GOV, (202) 441-8441."
        },
        {
          "pattern": "training",
          "award_id": "15M10323FA4700056",
          "excerpt": "HRD MICROSOFT POWERBI TRAINING - 3-DAY, 30 PEOPLE"
        },
        {
          "pattern": "renewal",
          "award_id": "EPB17H00034",
          "excerpt": "PURCHASE FIVE SUBSCRIPTIONS TO ONLINE SOFTWARE INCLUDING MS PROJECT PROFESSIONAL, PROJECT PLANNER AND POWERBI.  THE SUBSCRIPTIONS WILL BE FOR 3 YEARS.  POWERBI WILL NOT BE AVAILABLE UNTIL 1/1/2017.  T"
        },
        {
          "pattern": "licences",
          "award_id": "EPB17H00034",
          "excerpt": "PURCHASE FIVE SUBSCRIPTIONS TO ONLINE SOFTWARE INCLUDING MS PROJECT PROFESSIONAL, PROJECT PLANNER AND POWERBI.  THE SUBSCRIPTIONS WILL BE FOR 3 YEARS.  POWERBI WILL NOT BE AVAILABLE UNTIL 1/1/2017.  T"
        },
        {
          "pattern": "licences",
          "award_id": "N6426725FG093",
          "excerpt": "MICROSOFT POWERBI PRO GCCH 1-YR LICENSE PO# 4522814192"
        },
        {
          "pattern": "licences",
          "award_id": "N6426724FG067",
          "excerpt": "POWERBI SOFTWARE LICENSES PO# 4522583691"
        },
        {
          "pattern": "training",
          "award_id": "19MX5323P1230",
          "excerpt": "MEX-FMC-POWERBI VISUALIZATION TRAINING-2023"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 61,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 61,
        "low": 404.2,
        "p25": 20942.39,
        "median": 39715.03,
        "p75": 67264.92,
        "high": 734755.2,
        "from": "2016-12-14",
        "to": "2026-09-30"
      },
      "clean_count": 61,
      "scope_counts": {
        "bundle": 14,
        "services": 4,
        "support": 5,
        "license": 54,
        "unknown": 32,
        "renewal": 7,
        "training": 21
      },
      "observed_low": 404.2,
      "observed_high": 734755.2,
      "observed_median": 39715.03,
      "observed_total": 4856166.9,
      "award_count": 137,
      "agency_count": 19,
      "date_range": {
        "from": "2016-12-14",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Microsoft Power BI",
      "slug": "power-bi",
      "prose": {
        "answer_lead": "Public agencies have been awarded Microsoft Power BI for as little as $404.20 and as much as $734,755.20. The vendor's list price is $14 per user per month, paid yearly.",
        "renewal_watch": "A renewal for Microsoft Power BI Capacity was awarded for $67,265. A Power BI renewal was also observed for $61,790.91.",
        "faq": [
          {
            "question": "What is the typical cost range for Microsoft Power BI licenses and renewals?",
            "answer": "The typical range for Microsoft Power BI license and renewal awards, based on 61 records, spans from $20,942.39 to $67,264.92, with a median award of $39,715.03.",
            "award_ids": []
          },
          {
            "question": "Are there any contracts that bundle Microsoft Power BI with other products or services?",
            "answer": "Yes, several contracts bundle Microsoft Power BI with other products or services.",
            "award_ids": [
              "70RTAC20FC0000037",
              "19AQMM22F1649",
              "N0003924F7830"
            ]
          },
          {
            "question": "What are some examples of training costs for Microsoft Power BI?",
            "answer": "Training costs for Microsoft Power BI vary. One award for MS-101 Power BI training was $29,735.15.",
            "award_ids": [
              "FA462120C0006",
              "91990422P0001",
              "49100422P9022"
            ]
          },
          {
            "question": "What are some examples of support services for Microsoft Power BI?",
            "answer": "One contract for Microsoft Power BI support was $1,256,528.",
            "award_ids": [
              "15G1AC23P00000062",
              "61320625F0057"
            ]
          },
          {
            "question": "What is the lowest recorded award for Microsoft Power BI licenses?",
            "answer": "The lowest recorded award for Microsoft Power BI licenses was $404.20.",
            "award_ids": [
              "N0002424FG0533"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "For example, one award included Power BI, PowerApps, and Azure consumption.",
            "Another bundled Power BI with Power Automate licenses, and another included Power BI Premium and Teams Premium subscriptions."
          ],
          "rewritten": [
            "Public agencies have been awarded Microsoft Power BI for as little as $404.20 an",
            "Buyers should note that renewal costs for Microsoft Power BI can vary significan",
            "A renewal for Microsoft Power BI Capacity was awarded for $67,265. Another renew",
            "Yes, several contracts bundle Microsoft Power BI with other products or services",
            "Yes, several contracts bundle Microsoft Power BI with other products or services",
            "Training costs for Microsoft Power BI vary. One award for MS-101 Power BI traini",
            "Support services for Microsoft Power BI have been awarded. One contract for Micr",
            "The lowest recorded award for Microsoft Power BI licenses was $404.20, for a VLA"
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 137 public contract awards from 19 awarding agencies.",
          "The figures below are computed from 61 licence and renewal awards; the other 76 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 98.3, and the highest is 1817.8 times the lowest.",
          "52 of 137 awards (38%) come from Department of Defense.",
          "The most frequent recipient across these awards is DELL MARKETING L.P., on 33 awards (24%).",
          "The records span 2016-12-14 to 2026-09-30."
        ],
        "numbers": [
          38,
          24,
          1817.8,
          98.3,
          19,
          52,
          33,
          61,
          76
        ],
        "basis_sentence": "The figures below are computed from 61 licence and renewal awards; the other 76 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 14,
          "services": 4,
          "support": 5,
          "license": 54,
          "unknown": 32,
          "renewal": 7,
          "training": 21
        },
        "agency_names": [
          "Department of Defense",
          "General Services Administration",
          "Department of Homeland Security",
          "Department of State",
          "Department of Justice",
          "Department of the Interior",
          "National Aeronautics and Space Administration",
          "Department of Agriculture",
          "Department of Veterans Affairs",
          "Environmental Protection Agency",
          "Department of the Treasury",
          "Department of Health and Human Services",
          "Department of Transportation",
          "Consumer Product Safety Commission",
          "Department of Education",
          "National Science Foundation",
          "Department of Energy",
          "Consumer Financial Protection Bureau",
          "Peace Corps"
        ],
        "agency_counts": {
          "Environmental Protection Agency": 3,
          "Department of Homeland Security": 13,
          "Department of Defense": 52,
          "Department of the Interior": 6,
          "Department of the Treasury": 3,
          "Department of Education": 1,
          "National Aeronautics and Space Administration": 5,
          "General Services Administration": 14,
          "Department of State": 13,
          "Department of Agriculture": 4,
          "Department of Transportation": 2,
          "National Science Foundation": 1,
          "Department of Justice": 8,
          "Department of Energy": 1,
          "Department of Veterans Affairs": 4,
          "Consumer Financial Protection Bureau": 1,
          "Peace Corps": 1,
          "Department of Health and Human Services": 3,
          "Consumer Product Safety Commission": 2
        },
        "recipient_counts": {
          "INSIGHT PUBLIC SECTOR, INC.": 1,
          "DELL FEDERAL SYSTEMS L.P": 28,
          "TEKSOUTH CORPORATION": 1,
          "MINBURN TECHNOLOGY GROUP, LLC": 19,
          "OM GROUP, INC": 1,
          "PERATON ENTERPRISE SOLUTIONS LLC": 1,
          "DSQUORUM LLC": 1,
          "ARES CORPORATION": 1,
          "DELL MARKETING L.P.": 33,
          "MLINQS, LLC": 1,
          "CDW GOVERNMENT LLC": 2,
          "DH TECHNOLOGIES, INC.": 1,
          "ADAPTAVIST INC.": 1,
          "BLAKE WILLSON GROUP LLC": 1,
          "RELIANT GLOBAL TECHNOLOGY, INC.": 1,
          "CPRIME, INC.": 1,
          "ONLINE CONSULTING, INC": 1,
          "MISCELLANEOUS FOREIGN AWARDEES": 9,
          "COLLECTIV LLC": 1,
          "TETRA TECH, INC.": 1,
          "REGAN TECHNOLOGIES CORP": 1,
          "OSI FEDERAL TECHNOLOGIES INC": 1,
          "SOFTEK SERVICES INC": 1,
          "BETH CREEKMUR": 1,
          "ACUITY - PT&C, LLC": 1,
          "SCIENCE APPLICATIONS INTERNATIONAL CORPORATION": 1,
          "ACCELEBRATE LLC": 1,
          "VTEC MAINE INC": 1,
          "MACRO SOLUTIONS LLC": 1,
          "LEARNING TREE INTERNATIONAL USA INC": 1,
          "MERP SYSTEMS INC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "DELOITTE & TOUCHE LLP": 1,
          "CITIBANK, N.A.": 1,
          "THE AVERY GROUP, LLC": 1,
          "UNITED TRAINING CAREER LLC": 1,
          "METAPHASE CONSULTING LLC": 1,
          "TRUETANDEM, LLC": 2,
          "SARDER, INC": 1,
          "SAPIENT GOVERNMENT SERVICES, INC.": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1,
          "FLATTER, INC": 1,
          "FEDTEC VENTURES LLC": 1,
          "RFK SOLUTIONZ, CORPORATION": 1,
          "DMB-COMPLIANCE LLC": 1,
          "EXCELLA, LLC": 1,
          "SOLUTIONS3 LLC": 1,
          "LANTEC OF LOUISIANA, L.L.C.": 1,
          "INSTITUTO TECNOLOGICO Y DE ESTUDIOS SUPERIORES DE MONTERREY": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "DELL MARKETING L.P.",
        "spread_ratio": 1817.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Microsoft Power BI\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$3.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$6.9M</text><line x1=\"56\" y1=\"214.9\" x2=\"704\" y2=\"214.9\" class=\"pp-median\"/><text x=\"704\" y=\"208.9\" class=\"pp-median-label\" text-anchor=\"end\">median $40k</text><rect x=\"56.4\" y=\"214.0\" width=\"4.0\" 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y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911N225FA143 — $39k — Department of Defense — 2025-11-01</title></rect><rect x=\"619.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HQ003426FE017 — $5k — Department of Defense — 2025-12-08</title></rect><rect x=\"624.0\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>36C24726P0217 — $103k — Department of Veterans Affairs — 2025-12-25</title></rect><rect x=\"628.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC26F0027 — $48k — Department of Defense — 2025-12-31</title></rect><rect x=\"633.4\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>FA877226F0004 — $168k — Department of Defense — 2026-01-01</title></rect><rect x=\"638.1\" y=\"86.7\" width=\"4.0\" height=\"129.3\" class=\"pp-bar\"><title>47QACA26F0071 — $4.6M — General Services Administration — 2026-02-02</title></rect><rect x=\"642.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15F06726F0000346 — $30k — Department of Justice — 2026-03-23</title></rect><rect x=\"647.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA302026P0019 — $8k — Department of Defense — 2026-03-26</title></rect><rect x=\"652.3\" y=\"97.5\" width=\"4.0\" height=\"118.5\" class=\"pp-bar\"><title>N0003926FH001 — $4.2M — Department of Defense — 2026-06-01</title></rect><rect x=\"657.1\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>47QTCF26F0012 — $115k — General Services Administration — 2026-06-01</title></rect><rect x=\"661.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC26FA329 — $64k — Department of Defense — 2026-06-01</title></rect><rect x=\"666.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HB000126F0037 — $58k — Department of Defense — 2026-06-01</title></rect><rect x=\"671.3\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>47QTCF26F0015 — $98k — General Services Administration — 2026-06-15</title></rect><rect x=\"676.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80TECH26FA138 — $28k — National Aeronautics and Space Administration — 2026-06-16</title></rect><rect x=\"680.7\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>47QACA26F0471 — $94k — General Services Administration — 2026-09-25</title></rect><rect x=\"685.4\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>47QACA26F0488 — $90k — General Services Administration — 2026-09-25</title></rect><rect x=\"690.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19MX5326P1644 — $43k — Department of State — 2026-09-28</title></rect><rect x=\"694.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47QACA26F0410 — $4k — General Services Administration — 2026-09-30</title></rect><rect x=\"699.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80413 — $38k — Department of Health and Human Services — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2016-12-14</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (137 awards, obligated)</text></svg>",
      "published_date": "2026-10-02",
      "url": "/power-bi/",
      "changelog": [
        {
          "date": "2026-10-03",
          "note": "Initial publication: 137 awards, $404–$6,879,583."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $6,879,583 -> $734,755"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "elastic",
      "product_name": "Elastic",
      "vendor": "Elastic N.V.",
      "list_price": {
        "value": 99,
        "unit": "USD per month (starting)",
        "publisher": "Elastic N.V.",
        "url": "https://www.elastic.co/pricing/cloud-hosted",
        "quote": "Standard — As low as $99 per month",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "1333BJ18F00283016",
          "recipient": "INTEGRATION TECHNOLOGIES GROUP, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2018-01-10",
          "end_date": "2023-01-09",
          "amount": 313451.36,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "ELASTIC SEARCH BASE YEAR 1/10/2018-1/9/2019 THREE OPTION YEARS INCLUDES&ADDITIONAL OPTIONS FOR QUANTITY&TERM IN ACCORDANCE WITH QUOTE ITG DATED 12/6/2017",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333BJ18F00283016_1344_DOC50PAPT1500044_1344"
        },
        {
          "award_id": "70B04C18F00000171",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2018-03-06",
          "end_date": "2019-03-05",
          "amount": 812563.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ELASTIC SEARCH SOFTWARE RENEWAL.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C18F00000171_7014_HSHQDC13D00026_7001"
        },
        {
          "award_id": "70RDAD18FR0000056",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2018-07-03",
          "end_date": "2020-07-02",
          "amount": 39860.4,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CIO ELASTIC SEARCH LICENSE",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RDAD18FR0000056_7001_HSHQDC13D00002_7001"
        },
        {
          "award_id": "1333LB18F00000155",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2018-08-17",
          "end_date": "2019-08-28",
          "amount": 431640.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ELASTICSEARCH SW RENEWAL",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LB18F00000155_1323_NNG15SD26B_8000"
        },
        {
          "award_id": "36C10A18F0583",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2018-09-08",
          "end_date": "2023-09-07",
          "amount": 105387.69,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTIC SEARCH SOFTWARE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10A18F0583_3600_NNG15SD26B_8000"
        },
        {
          "award_id": "1333LB19F00000364",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2019-07-22",
          "end_date": "2020-08-28",
          "amount": 420930.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ELASTICSEARCH SW RENEWAL",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LB19F00000364_1323_NNG15SD26B_8000"
        },
        {
          "award_id": "19AQMM19F4586",
          "recipient": "FCN, INC.",
          "resolved_vendor": "Elastic N.V.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.93,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2019-09-29",
          "end_date": "2020-09-29",
          "amount": 43800.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTICSEARCH SUBSCRIPTION",
          "psc_code": "7045",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM19F4586_1900_NNG15SC71B_8000"
        },
        {
          "award_id": "HQ003420F0394",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": "Elastic N.V.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.93,
          "agency": "Department of Defense",
          "sub_agency": "Washington Headquarters Services",
          "action_date": "2020-07-09",
          "end_date": "2023-07-08",
          "amount": 280688.74,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTICSEARCH GOLD SUBSCRIPTION IN SUPPORT OF DTIC",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQ003420F0394_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "75F40120F80302",
          "recipient": "FNH, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2020-07-09",
          "end_date": "2023-07-09",
          "amount": 148946.56,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTICSEARCH FEDERAL SUBSCRIPTION",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40120F80302_7524_47QTCA19D00LV_4732"
        },
        {
          "award_id": "33318220P00445580",
          "recipient": "10UP, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Smithsonian Institution",
          "sub_agency": "Smithsonian Institution",
          "action_date": "2020-07-09",
          "end_date": "2021-09-30",
          "amount": 49160.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SERVICE: ELASTICSEARCH",
          "psc_code": "U099",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_33318220P00445580_3300_-NONE-_-NONE-"
        },
        {
          "award_id": "HC102820F0885",
          "recipient": "NORSEMAN INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2020-07-31",
          "end_date": "2025-07-31",
          "amount": 296515.3,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "ELASTICSEARCH FEDERAL, INC.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102820F0885_9700_NNG15SC83B_8000"
        },
        {
          "award_id": "1333LB20F00000448",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
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          "amount": 2053708.07,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LB20F00000448_1323_NNG15SD26B_8000"
        },
        {
          "award_id": "47HAA020F0181",
          "recipient": "INTEGRATION TECHNOLOGIES GROUP, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "General Services Administration",
          "sub_agency": "Office of Administrative Services",
          "action_date": "2020-09-11",
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          "amount": 65165.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTIC SEARCH LICENSE SUBSCRIPTION 2020",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47HAA020F0181_4773_47QTCA19D001S_4732"
        },
        {
          "award_id": "70VT1520F00049",
          "recipient": "FCN, INC.",
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          "match_method": "reseller_mapping+description",
          "match_confidence": 0.93,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of the Inspector General",
          "action_date": "2020-09-14",
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          "amount": 77873.4,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTICSEARCH LICENSE PURCHASE AND MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70VT1520F00049_7004_47QTCA19D00CB_4732"
        },
        {
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          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "National Archives and Records Administration",
          "sub_agency": "National Archives and Records Administration",
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          "amount": 3987364.31,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "NAC CORRECTION MVP FOR ELASTICSEARCH",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_88310320P00064_8800_-NONE-_-NONE-"
        },
        {
          "award_id": "W52P1J21P0007",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Elastic N.V.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.93,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2020-12-15",
          "end_date": "2021-12-15",
          "amount": 369400.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "training",
          "scope_reason": "training",
          "description_excerpt": "THE PURCHASE OF ELASTIC SEARCH TRAINING COURSES",
          "psc_code": "U099",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W52P1J21P0007_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "N0018921PZ030",
          "recipient": "ACCENTURE FEDERAL SERVICES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
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          "amount": 787500.0,
          "amount_basis": "obligated",
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          "scope": "renewal",
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        },
        {
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          "match_method": "description",
          "match_confidence": 0.95,
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          "evidence_type": "contract_total",
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          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION (64GB)",
          "psc_code": "DE10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LD21FNEEB0006_1330_NNG15SC92B_8000"
        },
        {
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          "match_method": "description",
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          "sub_agency": "Office of the Assistant Secretary for Administration and Management",
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          "end_date": "2025-05-16",
          "amount": 109999.92,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTIC STACK SOFTWARE LICENSE AND MAINTENANCE SUPPORT SERVICE",
          "psc_code": "DC10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1605TB21F00063_1605_NNG15SD76B_8000"
        },
        {
          "award_id": "15DDHQ21F00000903",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
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          "sub_agency": "Drug Enforcement Administration",
          "action_date": "2021-07-01",
          "end_date": "2023-06-30",
          "amount": 168585.17,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "AMEND DAC D-21-TC-0163 TO CORRECT VERBIAGE THAT REFLECTS CHANGE IN VENDOR & INCREASED COST OF $11,428.43 FOR ELASTIC SEARCH XPACK SOFTWARE - MULTI-YR - POP: 7/1/21 - 6/30/23",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15DDHQ21F00000903_1524_NNG15SD74B_8000"
        },
        {
          "award_id": "1332KP21FNEEG0092",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "National Oceanic and Atmospheric Administration",
          "action_date": "2021-08-18",
          "end_date": "2024-09-20",
          "amount": 101200.02,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ELASTIC STACK SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1332KP21FNEEG0092_1330_NNG15SC92B_8000"
        },
        {
          "award_id": "15F06721F0002540",
          "recipient": "PARAGON MICRO INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Justice",
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          "excerpt": "THE PURCHASE OF ELASTIC SEARCH TRAINING COURSES"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00830",
          "excerpt": "ELASTIC SEARCH SOFTWARE 12-MONTH SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00830",
          "excerpt": "ELASTIC SEARCH SOFTWARE 12-MONTH SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "FA860425FB430",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "escalation",
          "award_id": "15DDHQ21F00000903",
          "excerpt": "AMEND DAC D-21-TC-0163 TO CORRECT VERBIAGE THAT REFLECTS CHANGE IN VENDOR & INCREASED COST OF $11,428.43 FOR ELASTIC SEARCH XPACK SOFTWARE - MULTI-YR - POP: 7/1/21 - 6/30/23"
        },
        {
          "pattern": "renewal",
          "award_id": "20341223F00022",
          "excerpt": "ELASTIC SEARCH LICENSE SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "20341223F00022",
          "excerpt": "ELASTIC SEARCH LICENSE SUBSCRIPTIONS"
        },
        {
          "pattern": "renewal",
          "award_id": "20341224F00029",
          "excerpt": "RENEW ELASTIC SEARCH LICENSE SUBSCRIPTIONS."
        },
        {
          "pattern": "licences",
          "award_id": "20341224F00029",
          "excerpt": "RENEW ELASTIC SEARCH LICENSE SUBSCRIPTIONS."
        },
        {
          "pattern": "renewal",
          "award_id": "24362523F0057",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00686",
          "excerpt": "ELASTIC SEARCH LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00686",
          "excerpt": "ELASTIC SEARCH LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "W9127825F0149",
          "excerpt": "THIS IS FOR THE PROCUREMENT OF 6 EACH ELASTIC SEARCH LICENSES GIS."
        },
        {
          "pattern": "support",
          "award_id": "W9127824F0150",
          "excerpt": "FY-24 ELASTIC SEARCH LICENSE IN SUPPORT OF USACE SPATIAL DATA BRANCH AND USACE NAVIGATION PORTAL"
        },
        {
          "pattern": "licences",
          "award_id": "W9127824F0150",
          "excerpt": "FY-24 ELASTIC SEARCH LICENSE IN SUPPORT OF USACE SPATIAL DATA BRANCH AND USACE NAVIGATION PORTAL"
        },
        {
          "pattern": "renewal",
          "award_id": "W912J222F0016",
          "excerpt": "ELASTIC SUBSCRIPTION BILLABLE NODES FOR A FEDERAL SUBSCRIPTION - 64GB ELASTIC SEARCH FEDERAL INC - SBF-SN"
        },
        {
          "pattern": "licences",
          "award_id": "W912J222F0016",
          "excerpt": "ELASTIC SUBSCRIPTION BILLABLE NODES FOR A FEDERAL SUBSCRIPTION - 64GB ELASTIC SEARCH FEDERAL INC - SBF-SN"
        },
        {
          "pattern": "renewal",
          "award_id": "47HAA020F0181",
          "excerpt": "ELASTIC SEARCH LICENSE SUBSCRIPTION 2020"
        },
        {
          "pattern": "licences",
          "award_id": "47HAA020F0181",
          "excerpt": "ELASTIC SEARCH LICENSE SUBSCRIPTION 2020"
        },
        {
          "pattern": "renewal",
          "award_id": "47HAA022F0225",
          "excerpt": "THIS AWARD IS FOR ELASTIC SEARCH SUBSCRIPTIONS."
        },
        {
          "pattern": "licences",
          "award_id": "47HAA022F0225",
          "excerpt": "THIS AWARD IS FOR ELASTIC SEARCH SUBSCRIPTIONS."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM25F1343",
          "excerpt": "ELASTIC SEARCH LICENSE RENEWAL FOR ADD/DDU"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM25F1343",
          "excerpt": "ELASTIC SEARCH LICENSE RENEWAL FOR ADD/DDU"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM26F1115",
          "excerpt": "RENEWAL FOR ELASTIC SEARCH SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "70RDAD18FR0000056",
          "excerpt": "CIO ELASTIC SEARCH LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "49100426F0133",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "training",
          "award_id": "697DCK22F00256",
          "excerpt": "ITAR-22-0628 - BILLABLE NODES FOR A FEDERAL SUBSCRIPTION 64GB ELASTIC SEARCH FEDERAL AND TRAINING."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F00256",
          "excerpt": "ITAR-22-0628 - BILLABLE NODES FOR A FEDERAL SUBSCRIPTION 64GB ELASTIC SEARCH FEDERAL AND TRAINING."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F00256",
          "excerpt": "ITAR-22-0628 - BILLABLE NODES FOR A FEDERAL SUBSCRIPTION 64GB ELASTIC SEARCH FEDERAL AND TRAINING."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00874",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00473",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "89243126FSC400873",
          "excerpt": "ELASTIC ENTERPRISE SEARCH SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "89243123FSC400540",
          "excerpt": "OSTI BUYER: TAMMY PAYNE  ELASTIC ENTERPRISE SEARCH  VENDOR: FEDERAL RESOURCES CORPORATION"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB20F00000448",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1333LB20F00000448",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB24F00000226",
          "excerpt": "ELASTIC STACK SOFTWARE MAINTENANCE SUBSCRIPTION RENEWAL."
        },
        {
          "pattern": "licences",
          "award_id": "1333LB24F00000226",
          "excerpt": "ELASTIC STACK SOFTWARE MAINTENANCE SUBSCRIPTION RENEWAL."
        },
        {
          "pattern": "professional_services",
          "award_id": "FA873023F8523",
          "excerpt": "ELASTIC STACK ENTERPRISE SOFTWARE AND RELATED INCIDENTAL ELASTIC STACK PROFESSIONAL SERVICES FOR AFLCMC/HBC ROGUE BLUE SOFTWARE (RBS), INITIAL BASE DELIVERY ORDER AWARD"
        },
        {
          "pattern": "renewal",
          "award_id": "FA221724FB009",
          "excerpt": "AFLCMC/HBC FISCAL YEAR 2024 (FY24) QUARTER 2 (Q2) RENEWAL OF ELASTIC STACK SOFTWARE"
        },
        {
          "pattern": "support",
          "award_id": "FA460024F0076",
          "excerpt": "FY24-290 FACILITY RELATED ELASTIC STACK SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "1605TB21F00063",
          "excerpt": "ELASTIC STACK SOFTWARE LICENSE AND MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1605TB21F00063",
          "excerpt": "ELASTIC STACK SOFTWARE LICENSE AND MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "licences",
          "award_id": "1605TB21F00063",
          "excerpt": "ELASTIC STACK SOFTWARE LICENSE AND MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1332KP21FNEEG0092",
          "excerpt": "ELASTIC STACK SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1332KP21FNEEG0092",
          "excerpt": "ELASTIC STACK SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1332KP24F0052",
          "excerpt": "ELASTIC STACK SOFTWARE NODES SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1332KP24F0052",
          "excerpt": "ELASTIC STACK SOFTWARE NODES SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LD21FNEEB0006",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION (64GB)"
        },
        {
          "pattern": "licences",
          "award_id": "1333LD21FNEEB0006",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION (64GB)"
        },
        {
          "pattern": "renewal",
          "award_id": "1332KP24F0094",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION FOR OFFICE OF COMMON SERVICES (OCS)"
        },
        {
          "pattern": "licences",
          "award_id": "1332KP24F0094",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION FOR OFFICE OF COMMON SERVICES (OCS)"
        },
        {
          "pattern": "licences",
          "award_id": "FA703722FG039",
          "excerpt": "GPC PURCHASE OF 3 ELASTIC STACK LICENSES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 92,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 92,
        "low": 17549.28,
        "p25": 41387.26,
        "median": 101355.0,
        "p75": 289277.8,
        "high": 15948277.6,
        "from": "2018-01-10",
        "to": "2026-09-30"
      },
      "clean_count": 92,
      "scope_counts": {
        "license": 66,
        "unknown": 30,
        "renewal": 26,
        "support": 5,
        "training": 4,
        "services": 2
      },
      "observed_low": 17549.28,
      "observed_high": 15948277.6,
      "observed_median": 101355.0,
      "observed_total": 56903202.28,
      "award_count": 133,
      "agency_count": 20,
      "date_range": {
        "from": "2018-01-10",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Elastic",
      "slug": "elastic",
      "prose": {
        "answer_lead": "US public agencies have paid as little as $17,549.28 and as much as $15,948,277.60 for Elastic. The vendor, Elastic N.V., lists a starting price of $99 per month.",
        "renewal_watch": "The Department of Commerce renewed an Elasticsearch software subscription for $431,640 in 2018, followed by another renewal for $420,930 in 2019, and a renewal for $1,942,061.31 in 2024. The Department of the Treasury renewed Elastic Search license subscriptions for $132,960 in 2023 and $132,580.80 in 2024, and also had a renewal for extended support services for $315,045 in 2024.",
        "faq": [
          {
            "question": "What is the typical cost range for Elastic licenses and renewals?",
            "answer": "The median award for these types of contracts is $101,355.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond just the software license?",
            "answer": "Contract descriptions indicate additional costs for services, training, and support. For example, one Department of Defense award for $5,437,559.52 included licenses, training, and embedded implementation support.",
            "award_ids": [
              "FA873024FB006",
              "15F06721F0002540"
            ]
          },
          {
            "question": "What is the highest recorded amount paid for Elastic?",
            "answer": "The highest recorded amount paid for Elastic was $15,948,277.60 by the General Services Administration for \"ELASTICSEARCH SAAS.\"",
            "award_ids": [
              "47HAA022F0216"
            ]
          },
          {
            "question": "Have agencies purchased Elastic with training included?",
            "answer": "Yes, some agencies have purchased Elastic with training. For instance, the Department of Defense made an award for $369,400 for \"THE PURCHASE OF ELASTIC SEARCH TRAINING COURSES.\" Another award from the Department of Transportation for $37,400 included \"ELASTIC SEARCH FEDERAL AND TRAINING.\"",
            "award_ids": [
              "W52P1J21P0007",
              "697DCK22F00256"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 92 license and renewal contract awards.",
            "The Department of Defense awarded $17,549.28 for \"ELASTICSEARCH BV BILLABLE NODES FOR A FE\".",
            "empty_faq_answer: What is the lowest recorded amount paid for an Elastic license?"
          ],
          "rewritten": [
            "US public agencies have paid as little as $17,549.28 and as much as $15,948,277.",
            "US public agencies have paid as little as $17,549.28 and as much as $15,948,277.",
            "Buyers should note that renewal costs for Elastic can vary significantly. For in",
            "Based on 92 license and renewal awards, the typical cost for Elastic ranges from",
            "Yes, contract descriptions indicate additional costs for services, training, and",
            "The lowest recorded amount paid for an Elastic license was $17,549.28 by the Dep",
            "The Department of Defense awarded $17,549.28 for \"ELASTICSEARCH BV BILLABLE NODE",
            "The highest recorded amount paid for Elastic was $15,948,277.60 by the General S"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 133 public contract awards from 20 awarding agencies.",
          "The figures below are computed from 92 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.8, and the highest is 908.8 times the lowest.",
          "54 of 133 awards (41%) come from Department of Defense.",
          "The most frequent recipient across these awards is FCN, INC., on 27 awards (20%).",
          "The records span 2018-01-10 to 2026-09-30."
        ],
        "numbers": [
          41,
          20,
          908.8,
          5.8,
          20,
          54,
          27,
          92,
          41
        ],
        "basis_sentence": "The figures below are computed from 92 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 66,
          "unknown": 30,
          "renewal": 26,
          "support": 5,
          "training": 4,
          "services": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Commerce",
          "Department of Transportation",
          "Department of Homeland Security",
          "General Services Administration",
          "Department of Justice",
          "Department of Agriculture",
          "Department of State",
          "Department of the Treasury",
          "Department of Health and Human Services",
          "Office of Personnel Management",
          "National Science Foundation",
          "National Aeronautics and Space Administration",
          "Department of Energy",
          "Department of Veterans Affairs",
          "Smithsonian Institution",
          "National Archives and Records Administration",
          "Department of Labor",
          "Consumer Financial Protection Bureau",
          "Council of the Inspectors General on Integrity and Efficiency"
        ],
        "agency_counts": {
          "Department of Commerce": 13,
          "Department of Homeland Security": 7,
          "Department of Veterans Affairs": 1,
          "Department of State": 5,
          "Department of Defense": 54,
          "Department of Health and Human Services": 4,
          "Smithsonian Institution": 1,
          "General Services Administration": 6,
          "National Archives and Records Administration": 1,
          "Department of Labor": 1,
          "Department of Justice": 6,
          "Department of Transportation": 12,
          "Department of Agriculture": 6,
          "Office of Personnel Management": 3,
          "Department of the Treasury": 5,
          "National Science Foundation": 2,
          "National Aeronautics and Space Administration": 2,
          "Department of Energy": 2,
          "Consumer Financial Protection Bureau": 1,
          "Council of the Inspectors General on Integrity and Efficiency": 1
        },
        "recipient_counts": {
          "INTEGRATION TECHNOLOGIES GROUP, INC.": 10,
          "THUNDERCAT TECHNOLOGY, LLC": 12,
          "FCN, INC.": 27,
          "NEW TECH SOLUTIONS, INC.": 5,
          "FNH, INC": 1,
          "10UP, INC.": 1,
          "NORSEMAN INC": 11,
          "FEARLESS SOLUTIONS, LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "ACCENTURE FEDERAL SERVICES LLC": 2,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 4,
          "SOFTWARE INFORMATION RESOURCE CORP.": 1,
          "PARAGON MICRO INC": 1,
          "EPOCH CONCEPTS LLC": 1,
          "CDW GOVERNMENT LLC": 9,
          "VINSYS INFORMATION TECHNOLOGY, INC.": 1,
          "BLUE TECH INC.": 2,
          "CRITERION SYSTEMS, L.L.C.": 1,
          "ACCESSAGILITY LLC": 1,
          "FEDBIZ IT SOLUTIONS LLC": 2,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "REDHAWK IT SOLUTIONS, LLC": 6,
          "FEDERAL RESOURCES CORPORATION": 5,
          "AURORA SYSTEMS CONSULTING INC": 3,
          "ABBA TECHNOLOGIES, INC.": 1,
          "GOVSMART, INC.": 1,
          "FSR CONSULTING LLC": 1,
          "ALPHASIX, LLC.": 2,
          "SWISH DATA CORPORATION": 2,
          "IT1 SOURCE LLC": 1,
          "V3GATE, LLC": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 2,
          "PERATON ENTERPRISE SOLUTIONS LLC": 2,
          "VPRIME TECH INC": 1,
          "R3 UNIQ INC": 1,
          "SDVO SOLUTIONS, LLC": 1,
          "BLAZAR TECHNOLOGY SOLUTIONS LLC": 2,
          "MICROTECHNOLOGIES LLC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "COLOSSAL CONTRACTING LLC": 1,
          "METGREEN SOLUTIONS INC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "FCN, INC.",
        "spread_ratio": 908.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Elastic\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$8.0M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$15.9M</text><line x1=\"56\" y1=\"214.8\" x2=\"704\" y2=\"214.8\" class=\"pp-median\"/><text x=\"704\" y=\"208.8\" class=\"pp-median-label\" text-anchor=\"end\">median $101k</text><rect x=\"56.4\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>1333BJ18F00283016 — $313k — Department of Commerce — 2018-01-10</title></rect><rect x=\"61.3\" y=\"206.2\" width=\"4.0\" height=\"9.8\" class=\"pp-bar\"><title>70B04C18F00000171 — $813k — Department of Homeland Security — 2018-03-06</title></rect><rect x=\"66.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDAD18FR0000056 — $40k — Department of Homeland Security — 2018-07-03</title></rect><rect x=\"71.1\" y=\"210.8\" width=\"4.0\" height=\"5.2\" class=\"pp-bar\"><title>1333LB18F00000155 — $432k — Department of Commerce — 2018-08-17</title></rect><rect x=\"75.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C10A18F0583 — $105k — Department of Veterans Affairs — 2018-09-08</title></rect><rect x=\"80.8\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>1333LB19F00000364 — $421k — Department of Commerce — 2019-07-22</title></rect><rect x=\"85.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM19F4586 — $44k — Department of State — 2019-09-29</title></rect><rect x=\"90.5\" y=\"212.6\" width=\"4.0\" height=\"3.4\" class=\"pp-bar\"><title>HQ003420F0394 — $281k — Department of Defense — 2020-07-09</title></rect><rect x=\"95.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40120F80302 — $149k — Department of Health and Human Services — 2020-07-09</title></rect><rect x=\"100.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>33318220P00445580 — $49k — Smithsonian Institution — 2020-07-09</title></rect><rect x=\"105.2\" y=\"212.4\" width=\"4.0\" height=\"3.6\" class=\"pp-bar\"><title>HC102820F0885 — $297k — Department of Defense — 2020-07-31</title></rect><rect x=\"110.0\" y=\"191.3\" width=\"4.0\" height=\"24.7\" class=\"pp-bar\"><title>1333LB20F00000448 — $2.1M — Department of Commerce — 2020-09-10</title></rect><rect x=\"114.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47HAA020F0181 — $65k — General Services Administration — 2020-09-11</title></rect><rect x=\"119.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70VT1520F00049 — $78k — Department of Homeland Security — 2020-09-14</title></rect><rect x=\"124.6\" y=\"168.0\" width=\"4.0\" height=\"48.0\" class=\"pp-bar\"><title>88310320P00064 — $4.0M — National Archives and Records Administration — 2020-09-30</title></rect><rect x=\"129.5\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>W52P1J21P0007 — $369k — Department of Defense — 2020-12-15</title></rect><rect x=\"134.4\" y=\"206.5\" width=\"4.0\" height=\"9.5\" class=\"pp-bar\"><title>N0018921PZ030 — $788k — Department of Defense — 2020-12-18</title></rect><rect x=\"139.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333LD21FNEEB0006 — $59k — Department of Commerce — 2021-04-26</title></rect><rect x=\"144.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB21F00063 — $110k — Department of Labor — 2021-04-30</title></rect><rect x=\"149.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ21F00000903 — $169k — Department of Justice — 2021-07-01</title></rect><rect x=\"153.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1332KP21FNEEG0092 — $101k — Department of Commerce — 2021-08-18</title></rect><rect x=\"158.8\" y=\"207.4\" width=\"4.0\" height=\"8.6\" class=\"pp-bar\"><title>15F06721F0002540 — $717k — Department of Justice — 2021-09-16</title></rect><rect x=\"163.6\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>N6523622F0023 — $201k — Department of Defense — 2021-11-03</title></rect><rect x=\"168.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0107 — $64k — Department of Defense — 2022-01-05</title></rect><rect x=\"173.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00256 — $37k — Department of Transportation — 2022-01-13</title></rect><rect x=\"178.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00525 — $69k — Department of Transportation — 2022-01-20</title></rect><rect x=\"183.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>47QPCA22F0008 — $191k — General Services Administration — 2022-02-11</title></rect><rect x=\"188.0\" y=\"200.5\" width=\"4.0\" height=\"15.5\" class=\"pp-bar\"><title>N0018922PZ101 — $1.3M — Department of Defense — 2022-02-25</title></rect><rect x=\"192.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70SBUR22F00000062 — $119k — Department of Homeland Security — 2022-03-13</title></rect><rect x=\"197.7\" y=\"138.6\" width=\"4.0\" height=\"77.4\" class=\"pp-bar\"><title>693JJ322F000061 — $6.4M — Department of Transportation — 2022-03-16</title></rect><rect x=\"202.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N4019222F9801 — $59k — Department of Defense — 2022-03-21</title></rect><rect x=\"207.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA877322F0034 — $33k — Department of Defense — 2022-03-22</title></rect><rect x=\"212.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W912J222F0016 — $66k — Department of Defense — 2022-04-22</title></rect><rect x=\"217.2\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>HB000122F1018 — $196k — Department of Defense — 2022-04-29</title></rect><rect x=\"222.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC108422F0131 — $91k — Department of Defense — 2022-05-13</title></rect><rect x=\"227.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314422F0338 — $20k — Department of Agriculture — 2022-05-27</title></rect><rect x=\"231.8\" y=\"206.2\" width=\"4.0\" height=\"9.8\" class=\"pp-bar\"><title>FA852722F0036 — $813k — Department of Defense — 2022-05-30</title></rect><rect x=\"236.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24362522F0062 — $101k — Office of Personnel Management — 2022-06-06</title></rect><rect x=\"241.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0594 — $18k — Department of Defense — 2022-06-15</title></rect><rect x=\"246.5\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>FA701422F0131 — $481k — Department of Defense — 2022-06-20</title></rect><rect x=\"251.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1305L322FNWWY0101 — $78k — Department of Commerce — 2022-06-24</title></rect><rect x=\"256.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20343022F00043 — $119k — Department of the Treasury — 2022-06-27</title></rect><rect x=\"261.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F01488 — $86k — Department of Transportation — 2022-07-26</title></rect><rect x=\"265.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA703722FG039 — $19k — Department of Defense — 2022-08-03</title></rect><rect x=\"270.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>49100422F0125 — $59k — National Science Foundation — 2022-08-05</title></rect><rect x=\"275.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA860422FB293 — $153k — Department of Defense — 2022-08-10</title></rect><rect x=\"280.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0024422F0263 — $105k — Department of Defense — 2022-08-18</title></rect><rect x=\"285.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ22F00001232 — $62k — Department of Justice — 2022-09-26</title></rect><rect x=\"290.3\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>47HAA022F0216 — $15.9M — General Services Administration — 2022-09-30</title></rect><rect x=\"295.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47HAA022F0225 — $65k — General Services Administration — 2022-09-30</title></rect><rect x=\"300.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA239623F0018 — $117k — Department of Defense — 2022-11-02</title></rect><rect x=\"304.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102823F0101 — $42k — Department of Defense — 2022-12-16</title></rect><rect x=\"309.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333BJ23F00015002 — $140k — Department of Commerce — 2023-01-10</title></rect><rect x=\"314.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N90023P00184 — $19k — Department of Health and Human Services — 2023-01-10</title></rect><rect x=\"319.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341223F00022 — $133k — Department of the Treasury — 2023-01-30</title></rect><rect x=\"324.4\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>FA873023F8523 — $531k — Department of Defense — 2023-03-08</title></rect><rect x=\"329.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70B02C23F00000141 — $20k — Department of Homeland Security — 2023-04-17</title></rect><rect x=\"334.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24362523F0057 — $104k — Office of Personnel Management — 2023-05-22</title></rect><rect x=\"339.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23FA416 — $37k — National Aeronautics and Space Administration — 2023-06-10</title></rect><rect x=\"343.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40123F80161 — $52k — Department of Health and Human Services — 2023-06-12</title></rect><rect x=\"348.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>89243123FSC400540 — $28k — Department of Energy — 2023-06-14</title></rect><rect x=\"353.6\" y=\"206.5\" width=\"4.0\" height=\"9.5\" class=\"pp-bar\"><title>FA852723F0046 — $786k — Department of Defense — 2023-06-15</title></rect><rect x=\"358.5\" y=\"210.7\" width=\"4.0\" height=\"5.3\" class=\"pp-bar\"><title>FA701423F0194 — $444k — Department of Defense — 2023-06-20</title></rect><rect x=\"363.4\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>9531CB25F0065 — $263k — Consumer Financial Protection Bureau — 2023-06-27</title></rect><rect x=\"368.3\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>15DDHQ23F00000733 — $201k — Department of Justice — 2023-07-01</title></rect><rect x=\"373.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314423F0269 — $20k — Department of Agriculture — 2023-07-08</title></rect><rect x=\"378.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314423F0277 — $20k — Department of Agriculture — 2023-07-08</title></rect><rect x=\"382.9\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>HQ003423F0392 — $227k — Department of Defense — 2023-07-09</title></rect><rect x=\"387.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK23F00759 — $38k — Department of Transportation — 2023-07-26</title></rect><rect x=\"392.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9127823F0262 — $72k — Department of Defense — 2023-08-05</title></rect><rect x=\"397.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA860423FB165 — $159k — Department of Defense — 2023-08-14</title></rect><rect x=\"402.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L523FNRMA0557 — $39k — Department of Commerce — 2023-08-31</title></rect><rect x=\"407.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6523623F0729 — $33k — Department of Defense — 2023-09-13</title></rect><rect x=\"412.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>N6230623F0056 — $190k — Department of Defense — 2023-09-17</title></rect><rect x=\"417.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N92A23F10005 — $19k — Department of Health and Human Services — 2023-09-18</title></rect><rect x=\"421.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F2960 — $33k — Department of State — 2023-09-22</title></rect><rect x=\"426.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA877123F0146 — $96k — Department of Defense — 2023-09-29</title></rect><rect x=\"431.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD23FR0000215 — $75k — Department of Homeland Security — 2023-09-30</title></rect><rect x=\"436.5\" y=\"195.1\" width=\"4.0\" height=\"20.9\" class=\"pp-bar\"><title>15F06723F0002092 — $1.7M — Department of Justice — 2023-09-30</title></rect><rect x=\"441.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0081 — $70k — Department of Defense — 2023-12-16</title></rect><rect x=\"446.2\" y=\"150.5\" width=\"4.0\" height=\"65.5\" class=\"pp-bar\"><title>FA873024FB006 — $5.4M — Department of Defense — 2023-12-28</title></rect><rect x=\"451.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0130 — $100k — Department of Defense — 2024-01-09</title></rect><rect x=\"456.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341224F00029 — $133k — Department of the Treasury — 2024-01-30</title></rect><rect x=\"460.8\" y=\"210.8\" width=\"4.0\" height=\"5.2\" class=\"pp-bar\"><title>FA221724FB009 — $428k — Department of Defense — 2024-04-03</title></rect><rect x=\"465.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA877024FB021 — $33k — Department of Defense — 2024-04-30</title></rect><rect x=\"470.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA460024F0037 — $14k — Department of Defense — 2024-05-15</title></rect><rect x=\"475.4\" y=\"187.9\" width=\"4.0\" height=\"28.1\" class=\"pp-bar\"><title>FA852724F0047 — $2.3M — Department of Defense — 2024-05-30</title></rect><rect x=\"480.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6824624P0099 — $71k — Department of Defense — 2024-06-01</title></rect><rect x=\"485.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1332KP24F0052 — $64k — Department of Commerce — 2024-06-01</title></rect><rect x=\"490.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24FA672 — $42k — National Aeronautics and Space Administration — 2024-06-10</title></rect><rect x=\"494.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6874224F1408 — $21k — Department of Defense — 2024-06-18</title></rect><rect x=\"499.8\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>FA701424F0183 — $454k — Department of Defense — 2024-06-20</title></rect><rect x=\"504.7\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>2032H524F00360 — $315k — Department of the Treasury — 2024-06-20</title></rect><rect x=\"509.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00591 — $86k — Department of Transportation — 2024-07-01</title></rect><rect x=\"514.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314424F0250 — $21k — Department of Agriculture — 2024-07-08</title></rect><rect x=\"519.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24322624F0163 — $31k — Office of Personnel Management — 2024-07-24</title></rect><rect x=\"524.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00839 — $42k — Department of Transportation — 2024-08-13</title></rect><rect x=\"529.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1332KP24F0094 — $35k — Department of Commerce — 2024-08-15</title></rect><rect x=\"533.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F1012 — $151k — Department of Defense — 2024-08-22</title></rect><rect x=\"538.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9127824F0150 — $73k — Department of Defense — 2024-08-23</title></rect><rect x=\"543.7\" y=\"192.6\" width=\"4.0\" height=\"23.4\" class=\"pp-bar\"><title>1333LB24F00000226 — $1.9M — Department of Commerce — 2024-08-29</title></rect><rect x=\"548.5\" y=\"138.2\" width=\"4.0\" height=\"77.8\" class=\"pp-bar\"><title>2032H524P00143 — $6.5M — Department of the Treasury — 2024-09-28</title></rect><rect x=\"553.4\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>FA860424FB354 — $175k — Department of Defense — 2024-09-30</title></rect><rect x=\"558.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47HAA024F0148 — $102k — General Services Administration — 2024-09-30</title></rect><rect x=\"563.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>FA460024F0076 — $188k — Department of Defense — 2024-09-30</title></rect><rect x=\"568.0\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>FA830725FB029 — $343k — Department of Defense — 2025-02-06</title></rect><rect x=\"572.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6449825F2002 — $32k — Department of Defense — 2025-05-14</title></rect><rect x=\"577.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>9531BL25P0129 — $45k — Council of the Inspectors General on Integrity and Efficiency — 2025-05-26</title></rect><rect x=\"582.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25F0812 — $13k — Department of State — 2025-06-01</title></rect><rect x=\"587.5\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>FA701425F0209 — $509k — Department of Defense — 2025-06-23</title></rect><rect x=\"592.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6264925FH079 — $55k — Department of Defense — 2025-06-28</title></rect><rect x=\"597.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00686 — $92k — Department of Transportation — 2025-07-29</title></rect><rect x=\"602.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9127825F0149 — $77k — Department of Defense — 2025-07-31</title></rect><rect x=\"607.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102825F1013 — $158k — Department of Defense — 2025-08-22</title></rect><rect x=\"611.9\" y=\"198.4\" width=\"4.0\" height=\"17.6\" class=\"pp-bar\"><title>47HAA025F0049 — $1.5M — General Services Administration — 2025-08-26</title></rect><rect x=\"616.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00874 — $23k — Department of Transportation — 2025-08-27</title></rect><rect x=\"621.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314425F0315 — $22k — Department of Agriculture — 2025-08-29</title></rect><rect x=\"626.5\" y=\"170.7\" width=\"4.0\" height=\"45.3\" class=\"pp-bar\"><title>70CMSD25FR0000115 — $3.8M — Department of Homeland Security — 2025-09-04</title></rect><rect x=\"631.4\" y=\"188.0\" width=\"4.0\" height=\"28.0\" class=\"pp-bar\"><title>HB000125F0029 — $2.3M — Department of Defense — 2025-09-12</title></rect><rect x=\"636.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25F1343 — $61k — Department of State — 2025-09-15</title></rect><rect x=\"641.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>697DCK25F00830 — $192k — Department of Transportation — 2025-09-22</title></rect><rect x=\"646.0\" y=\"207.5\" width=\"4.0\" height=\"8.5\" class=\"pp-bar\"><title>HB000125F0034 — $708k — Department of Defense — 2025-09-23</title></rect><rect x=\"650.8\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>FA860425FB430 — $191k — Department of Defense — 2025-09-28</title></rect><rect x=\"655.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0053 — $138k — Department of Defense — 2025-12-16</title></rect><rect x=\"660.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0361 — $38k — Department of Defense — 2026-04-28</title></rect><rect x=\"665.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00473 — $21k — Department of Transportation — 2026-05-18</title></rect><rect x=\"670.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L526FNB180079 — $60k — Department of Commerce — 2026-06-01</title></rect><rect x=\"675.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>89243126FSC400873 — $40k — Department of Energy — 2026-06-05</title></rect><rect x=\"680.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314426F0253 — $23k — Department of Agriculture — 2026-07-20</title></rect><rect x=\"684.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>49100426F0133 — $38k — National Science Foundation — 2026-08-05</title></rect><rect x=\"689.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM26F1115 — $52k — Department of State — 2026-08-12</title></rect><rect x=\"694.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ26F00000755 — $51k — Department of Justice — 2026-08-29</title></rect><rect x=\"699.6\" y=\"191.9\" width=\"4.0\" height=\"24.1\" class=\"pp-bar\"><title>693JJ126F00111N — $2.0M — Department of Transportation — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-01-10</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (133 awards, obligated)</text></svg>",
      "published_date": "2026-10-01",
      "url": "/elastic/",
      "changelog": [
        {
          "date": "2026-10-01",
          "note": "Initial publication: 133 awards, $12,540–$15,948,278."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $12,540 -> $17,549"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "alteryx",
      "product_name": "Alteryx",
      "vendor": "Alteryx Inc.",
      "list_price": {
        "value": 250,
        "unit": "USD per user per month (billed annually)",
        "publisher": "Alteryx, Inc.",
        "url": "https://www.alteryx.com/pricing",
        "quote": "Starter Edition — $250 USD — user / month | billed annually",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
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          "award_id": "1333BJ26F00182018",
          "excerpt": "ALTERYX SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "support",
          "award_id": "36C10B22F0175",
          "excerpt": "ALTERYX SOFTWARE MAINTENANCE AND SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B22F0175",
          "excerpt": "ALTERYX SOFTWARE MAINTENANCE AND SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "2031JW21F00110",
          "excerpt": "ALTERYX SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "36C10B25F0077",
          "excerpt": "THE ORDER PROVIDES FOR ALTERYX SOFTWARE LICENSES, MAINTENANCE AND TECHNICAL SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B25F0077",
          "excerpt": "THE ORDER PROVIDES FOR ALTERYX SOFTWARE LICENSES, MAINTENANCE AND TECHNICAL SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "36C10B25F0077",
          "excerpt": "THE ORDER PROVIDES FOR ALTERYX SOFTWARE LICENSES, MAINTENANCE AND TECHNICAL SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00383",
          "excerpt": "ALTERYX ADO RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00329",
          "excerpt": "ALTERYX LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00329",
          "excerpt": "ALTERYX LICENSE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "20341225F00014",
          "excerpt": "ALTERYX TOOLS MAINTENANCE & SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "20341225F00014",
          "excerpt": "ALTERYX TOOLS MAINTENANCE & SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "20341226F00008",
          "excerpt": "ALTERYX SOFTWARE LICENSING RENEWAL"
        },
        {
          "pattern": "implementation",
          "award_id": "20341224F00024",
          "excerpt": "DATASTAGE AND ALTERYX CLOUD MIGRATION"
        },
        {
          "pattern": "support",
          "award_id": "693JJ925F00040N",
          "excerpt": "ISSUE A BASE PLUS 3 YEAR CONTRACT UTILIZING NASA SEWP FOR ALTERYX LICENSES FOR TO SUPPORT VARIOUS HIGHLY SPECIALIZED DATA ANALYSIS AND REPORTING NEEDS WITHIN NHTSA (NSA AND NEF)."
        },
        {
          "pattern": "licences",
          "award_id": "693JJ925F00040N",
          "excerpt": "ISSUE A BASE PLUS 3 YEAR CONTRACT UTILIZING NASA SEWP FOR ALTERYX LICENSES FOR TO SUPPORT VARIOUS HIGHLY SPECIALIZED DATA ANALYSIS AND REPORTING NEEDS WITHIN NHTSA (NSA AND NEF)."
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB24F00000264",
          "excerpt": "ALTERYX DESIGNER 2023.1 SOFTWARE AND SERVER LICENSES RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "1333LB24F00000264",
          "excerpt": "ALTERYX DESIGNER 2023.1 SOFTWARE AND SERVER LICENSES RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "20341224F00020",
          "excerpt": "RENEW VARIOUS ALTERYX TOOLS"
        },
        {
          "pattern": "support",
          "award_id": "36C10B21F0178",
          "excerpt": "ALTERYX SOFTWARE LICENSES AND TECHNICAL SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "36C10B21F0178",
          "excerpt": "ALTERYX SOFTWARE LICENSES AND TECHNICAL SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "49100426F0071",
          "excerpt": "ALTERYX LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "697DCK22F00910",
          "excerpt": "ALTERYX SERVER RENEWAL FOR ADO  PREMUIM SUPPORT ENABLEMENT DAYS (BUNDLED) ALTERYX, INC"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F00910",
          "excerpt": "ALTERYX SERVER RENEWAL FOR ADO  PREMUIM SUPPORT ENABLEMENT DAYS (BUNDLED) ALTERYX, INC"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F00910",
          "excerpt": "ALTERYX SERVER RENEWAL FOR ADO  PREMUIM SUPPORT ENABLEMENT DAYS (BUNDLED) ALTERYX, INC"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB22F00000131",
          "excerpt": "ALTERYX SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "HQC00725FE001",
          "excerpt": "ALTERYX DESIGNER TERM SOFTWARE LICENSES SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "HQC00725FE001",
          "excerpt": "ALTERYX DESIGNER TERM SOFTWARE LICENSES SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "12314422F0392",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL (EASD) PERIOD OF PERFORMANCE 08/07/2022 - 08/06/2023"
        },
        {
          "pattern": "training",
          "award_id": "1333LB22F00000177",
          "excerpt": "THE ECONOMIC INDICATOR DIVISION (EID) HAS A NEED TO PURCHASE ALTERYX TRAINING, AN INTELLIGENCE SUITE LICENSE, AND TO RENEW THEIR ANNUAL SOFTWARE MAINTENANCE SUBSCRIPTION FOR ALTERYX DESIGNER SOFTWARE."
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB22F00000177",
          "excerpt": "THE ECONOMIC INDICATOR DIVISION (EID) HAS A NEED TO PURCHASE ALTERYX TRAINING, AN INTELLIGENCE SUITE LICENSE, AND TO RENEW THEIR ANNUAL SOFTWARE MAINTENANCE SUBSCRIPTION FOR ALTERYX DESIGNER SOFTWARE."
        },
        {
          "pattern": "licences",
          "award_id": "1333LB22F00000177",
          "excerpt": "THE ECONOMIC INDICATOR DIVISION (EID) HAS A NEED TO PURCHASE ALTERYX TRAINING, AN INTELLIGENCE SUITE LICENSE, AND TO RENEW THEIR ANNUAL SOFTWARE MAINTENANCE SUBSCRIPTION FOR ALTERYX DESIGNER SOFTWARE."
        },
        {
          "pattern": "licences",
          "award_id": "1333LB23F00000172",
          "excerpt": "ALTERYX DESIGNER LICENSES 09/30/2023 - 09/29/2024"
        },
        {
          "pattern": "renewal",
          "award_id": "12314423F0354",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL (CON-IT/NSOBS) AWARD: 12314422F0392 POP DATES: 8/7/23 - 8/6/24 COR: ANDRE OWENS TECH POC: ANDRE OWENS"
        },
        {
          "pattern": "licences",
          "award_id": "20341222F00053",
          "excerpt": "ALTERYX DESIGNER LICENSES AND  ALTERYX SERVERS."
        },
        {
          "pattern": "renewal",
          "award_id": "12639523F0411",
          "excerpt": "THIS IS A DELIVERY ORDER FOR THE RENEWAL OF THE ALTERYX SOFTWARE LICENSE RENEWAL AS DETAILED IN THE QUOTE 23015763 AND PER THE SCOPE OF WORK IN THE SOLICITATION. FY23-APH-CS-VS-1_ALTERYXRENEWAL - VS-C"
        },
        {
          "pattern": "licences",
          "award_id": "12639523F0411",
          "excerpt": "THIS IS A DELIVERY ORDER FOR THE RENEWAL OF THE ALTERYX SOFTWARE LICENSE RENEWAL AS DETAILED IN THE QUOTE 23015763 AND PER THE SCOPE OF WORK IN THE SOLICITATION. FY23-APH-CS-VS-1_ALTERYXRENEWAL - VS-C"
        },
        {
          "pattern": "renewal",
          "award_id": "49100423F0097",
          "excerpt": "ALTERYX RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "49100424F0105",
          "excerpt": "ALTERYX LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1333LB23F00000053",
          "excerpt": "ALTERYX SOFTWARE LICENSES 03/31/2023 - 03/30/2024"
        },
        {
          "pattern": "training",
          "award_id": "697DCK23F00463",
          "excerpt": "ITAR-23-1846 LINE 1 SLI 48144 - ADO SOFTWARE & LICENSING (DIR)  $189,187.04 CDWG CONTRACT#  697DCK-22-D-00002 CDWG QUOTE:  ALTERYX -38551660 ALTERYX SERVER RENEWAL FOR ADO  PREMIUM SUPPORT ENABLEMENT "
        },
        {
          "pattern": "support",
          "award_id": "697DCK23F00463",
          "excerpt": "ITAR-23-1846 LINE 1 SLI 48144 - ADO SOFTWARE & LICENSING (DIR)  $189,187.04 CDWG CONTRACT#  697DCK-22-D-00002 CDWG QUOTE:  ALTERYX -38551660 ALTERYX SERVER RENEWAL FOR ADO  PREMIUM SUPPORT ENABLEMENT "
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00463",
          "excerpt": "ITAR-23-1846 LINE 1 SLI 48144 - ADO SOFTWARE & LICENSING (DIR)  $189,187.04 CDWG CONTRACT#  697DCK-22-D-00002 CDWG QUOTE:  ALTERYX -38551660 ALTERYX SERVER RENEWAL FOR ADO  PREMIUM SUPPORT ENABLEMENT "
        },
        {
          "pattern": "renewal",
          "award_id": "49100422F0098",
          "excerpt": "ALTERYX RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F01603",
          "excerpt": "SLI 40904  (25) ALTERYX DESIGNER LICENSE FOR ADO; CLIN ALX300; PART#: AX-100072-20"
        },
        {
          "pattern": "renewal",
          "award_id": "12314424F0406",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL (NSOBS)"
        },
        {
          "pattern": "support",
          "award_id": "W519TC23F0576",
          "excerpt": "THIS TASK ORDER PROCURES ALTERYX DESIGNER AND SERVER LICENSES FOR A 12 MONTH PERIOD IN SUPPORT OF ODCS, G-4."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC23F0576",
          "excerpt": "THIS TASK ORDER PROCURES ALTERYX DESIGNER AND SERVER LICENSES FOR A 12 MONTH PERIOD IN SUPPORT OF ODCS, G-4."
        },
        {
          "pattern": "support",
          "award_id": "FA877024FB023",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF LICENSES."
        },
        {
          "pattern": "licences",
          "award_id": "FA877024FB023",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF LICENSES."
        },
        {
          "pattern": "renewal",
          "award_id": "12314425F0238",
          "excerpt": "SP3 SOFTWARE - ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FA067",
          "excerpt": "ALTERYX TRIFACTA DESIGNER CLOUD SW RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "W9124P22F0780",
          "excerpt": "ALTERYX DESIGNER SOFTWARE RENEWAL AND MAINTENANCE SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "W9124P22F0780",
          "excerpt": "ALTERYX DESIGNER SOFTWARE RENEWAL AND MAINTENANCE SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "140G0322F0143",
          "excerpt": "ALTERYX 2020 SERVER TERM LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "HQC00723F0011",
          "excerpt": "ALTERYX DESIGNER SOFTWARE LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "140R8123F0283",
          "excerpt": "ALTERYX DESIGNER PART # AX-100072-444 (QTY 4) ALTERYX SERVER PART #AX-187274-444 (QTY 1) ALTERYX QUICK START (1 WEEK) ON SITE ALTERYX SERVER INSTALL AND TRAINING (40 HOURS)PART# SIG-AQS (QTY 1)"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB24F00000061",
          "excerpt": "ALTERYX MAINTENANCE 03/31/2024 - 09/29/2024"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00267",
          "excerpt": "ITAR-26-0958 SLI# 58231  ALTERYX DESIGNER AND INTELLIGENCE SUITE RENEWALS FOR AIR."
        },
        {
          "pattern": "licences",
          "award_id": "HQC00719F0010",
          "excerpt": "ALTERYX DESIGNER TERM SOFTWARE LICENSE AX-100072-OM"
        },
        {
          "pattern": "licences",
          "award_id": "140G0322F0015",
          "excerpt": "ALTERYX SERVER TERM LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00294",
          "excerpt": "ITAR-26-0960  SLI # - 58210   REGIS #: 105019136  SOFTWARE - RENEWAL.  ALTERYX DESIGNER & INTELLIGENCE SUITE RENEWAL.    SLI LOCATOR - ALTERYX DESIGNER AND INTEL SUITE RENEWALS FOR AFS_25-0039."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00273",
          "excerpt": "ALTERYX DESIGNER AND ALTERYX SERVER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "M0026423F0117",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SUITE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "M0026423F0117",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SUITE SUBSCRIPTION"
        },
        {
          "pattern": "support",
          "award_id": "FA877025FB024",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF (1) ALTERYX SERVER LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "FA877025FB024",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF (1) ALTERYX SERVER LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "1331L524F0231",
          "excerpt": "THIS PR IS TO RENEW EXISTING LICENSES FOR ALTERYX DESIGNER, ALTERYX INTELLIGENCE SUITE, AND ENABLEMENT DAYS FOLLOWING THE END OF THE CURRENT CONTRACT"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F0231",
          "excerpt": "THIS PR IS TO RENEW EXISTING LICENSES FOR ALTERYX DESIGNER, ALTERYX INTELLIGENCE SUITE, AND ENABLEMENT DAYS FOLLOWING THE END OF THE CURRENT CONTRACT"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F0231",
          "excerpt": "THIS PR IS TO RENEW EXISTING LICENSES FOR ALTERYX DESIGNER, ALTERYX INTELLIGENCE SUITE, AND ENABLEMENT DAYS FOLLOWING THE END OF THE CURRENT CONTRACT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00820",
          "excerpt": "ALTERYX DESIGNER RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "140D0424F0917",
          "excerpt": "ONRR ALTERYX STATISTICAL AND ANALYTICAL MODELING SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "HQ003425FE417",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SUITE SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00516",
          "excerpt": "THE RENEWAL OF ALTERYX DESIGNER."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA815",
          "excerpt": "ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00403",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SOFTWARE RENEWAL  REGIS #91323226  SLI LOCATOR - ALTERYX DESIGNER AND INTEL SUITE RENEWALS FOR AFS_25-0039. ITAR-25-1691  SLI  # - 56785  SOFTWARE"
        },
        {
          "pattern": "support",
          "award_id": "36C10B21F0052",
          "excerpt": "THE REQUIREMENT IS FOR ALTERYX DESIGNER LICENSES AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B21F0052",
          "excerpt": "THE REQUIREMENT IS FOR ALTERYX DESIGNER LICENSES AND SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "W9124P24F0517",
          "excerpt": "THIS REQUIREMENT IS TO PURCHASE 11 CURRENT SOFTWARE LICENSES AND MAINTENANCE SUPPORT FOR THE ALTERYX DESIGNER AX-100072-2"
        },
        {
          "pattern": "renewal",
          "award_id": "W9124P24F0517",
          "excerpt": "THIS REQUIREMENT IS TO PURCHASE 11 CURRENT SOFTWARE LICENSES AND MAINTENANCE SUPPORT FOR THE ALTERYX DESIGNER AX-100072-2"
        },
        {
          "pattern": "licences",
          "award_id": "W9124P24F0517",
          "excerpt": "THIS REQUIREMENT IS TO PURCHASE 11 CURRENT SOFTWARE LICENSES AND MAINTENANCE SUPPORT FOR THE ALTERYX DESIGNER AX-100072-2"
        },
        {
          "pattern": "renewal",
          "award_id": "12639524F0431",
          "excerpt": "4 YEAR TOTAL; ALTERYX SOFTWARE RENEWAL GSA CONTRACT. 03/13/2024 - 03/12/2028"
        },
        {
          "pattern": "licences",
          "award_id": "47QTCB23F0008",
          "excerpt": "3 ALTERYX SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK24F00999",
          "excerpt": "ITAR-24-3904  SLI # - 56222  SOFTWARE- RENEWAL SUBSCRIPTION  -  ALTERYX"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK24F00999",
          "excerpt": "ITAR-24-3904  SLI # - 56222  SOFTWARE- RENEWAL SUBSCRIPTION  -  ALTERYX"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00286",
          "excerpt": "ALTERYX DESIGNER (QTY:8) RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "12314422F0289",
          "excerpt": "ALTERYX 25 LICENSE CO-TERM RENEWALS"
        },
        {
          "pattern": "licences",
          "award_id": "12314422F0289",
          "excerpt": "ALTERYX 25 LICENSE CO-TERM RENEWALS"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00217",
          "excerpt": "PURCHASE OF ALTERYX LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK26F00217",
          "excerpt": "PURCHASE OF ALTERYX LICENSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00444",
          "excerpt": "PURCHASE OF ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00300",
          "excerpt": "THE ANNUAL RENEWAL OF ALTERYX DESIGNER"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00298",
          "excerpt": "THE ANNUAL RENEWAL OF ALTERYX DESIGNER INTELLIGENCE SUITE."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00291",
          "excerpt": "ITAR-25-1386 SLI # - 54125  SOFTWARE - ALTERYX DESIGNER (QTY:5); INTELLIGENCE SUITE (QTY:3) RENEWAL.  SLI LOCATOR - ALTERYX DESIGNER_INTELLIGENCE SUITE RENEWAL_ANGELINA.L.MACK.  REGIS # - 91122644"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00318",
          "excerpt": "ALTERYX DESIGNER LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK24F00006",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00138",
          "excerpt": "ALTERYX DESIGNER (6), SERVER CAPACITY (2). RENEWAL FOR USERS: CARLA CTR DAVIS, FRANCIS W-CTR MUCHIRI, SHAUN D-CTR BARTON, AND MARK E. TROSPER. CO-TERM TO 4/19/2025"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00138",
          "excerpt": "ALTERYX DESIGNER (6), SERVER CAPACITY (2). RENEWAL FOR USERS: CARLA CTR DAVIS, FRANCIS W-CTR MUCHIRI, SHAUN D-CTR BARTON, AND MARK E. TROSPER. CO-TERM TO 4/19/2025"
        },
        {
          "pattern": "licences",
          "award_id": "72067422P00178",
          "excerpt": "PROCUREMENT  OF 5 ALTERYX DESIGNER LICENSES FOR RFMO USERS."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00280",
          "excerpt": "ALTERYX DESIGNER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00264",
          "excerpt": "SLI # - 58154  SLI LOCATOR - ALTERYX DESIGNER INTELLIGENCE SUITE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "191NLE25F0026",
          "excerpt": "NEW DELIVERY ORDER IN THE AMOUNT OF $22,499.97 FOR ALTERYX SOFTWARE WITH A PERFORMANCE PERIOD OF 8/11/25 TO 8/10/26. THIS REQUIREMENT IS IN SUPPORT OF THE INL/IM OFFICE IN WASHINGTON, DC."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00333",
          "excerpt": "RENEWAL OF ALTERYX DESIGNER & INTEL SUITE"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00308",
          "excerpt": "(3) ALTERYX DESIGNER LICENSE AND (3) ALTERYX INTELLIGENCE SUITE"
        },
        {
          "pattern": "renewal",
          "award_id": "75N93022F00250",
          "excerpt": "ALTERYX DESIGNER SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00363",
          "excerpt": "RENEWAL OF ALTERYX DESIGNER"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00323",
          "excerpt": "ALTERYX DESIGNER (QTY:4) RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00151",
          "excerpt": "ALTERYX DESIGNER RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F00099",
          "excerpt": "ITAR-22-0291  SLI 43555  REMEDY WO309951  (4) ALTERYX DESIGNER 2021 SOFTWARE FOR USER: MINDY ROBINSON; CLIN ALX201; PART#: AX-100072-20  /  JUSTIFICATION: ALTERYX HAS UNIQUE CAPABILITIES THAT WILL EFF"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F00099",
          "excerpt": "ITAR-22-0291  SLI 43555  REMEDY WO309951  (4) ALTERYX DESIGNER 2021 SOFTWARE FOR USER: MINDY ROBINSON; CLIN ALX201; PART#: AX-100072-20  /  JUSTIFICATION: ALTERYX HAS UNIQUE CAPABILITIES THAT WILL EFF"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B24F0109",
          "excerpt": "ALTERYX DESIGNER LICENSE SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B24F0109",
          "excerpt": "ALTERYX DESIGNER LICENSE SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00409",
          "excerpt": "ALTERYX SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00295",
          "excerpt": "ITAR-26-0893 SLI# 58267 SOFTWARE PURCHASE: ALTERYX DESIGNER RENEWAL FOR AIT QTY 3 - ALTERYX DESIGNER LIC PART# AX-100072-2 CLIN# ALX201"
        },
        {
          "pattern": "licences",
          "award_id": "12314426F0247",
          "excerpt": "ALTERYX LICENSE UNITED STATES DEPARTMENT OF AGRICULTURE (USDA), MARKETING AND REGULATORY PROGRAMS (MRP)"
        },
        {
          "pattern": "renewal",
          "award_id": "12314425F0312",
          "excerpt": "USDA APHIS ALTERYX DESIGNER ETL SAAS SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "integration",
          "award_id": "12314425F0312",
          "excerpt": "USDA APHIS ALTERYX DESIGNER ETL SAAS SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "12314425F0312",
          "excerpt": "USDA APHIS ALTERYX DESIGNER ETL SAAS SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "12314422F0090",
          "excerpt": "ALTERYX DESIGNER LICENSES PURCHASED AS A PRODUCT."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00437",
          "excerpt": "ALTERYX DESIGNER RENEWALS  QTY 2 - ALTERYX DESIGNER LICENSES; PART# AX-100072-2, CLIN ALX201     ITAR-25-1758  SLI 56805"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00437",
          "excerpt": "ALTERYX DESIGNER RENEWALS  QTY 2 - ALTERYX DESIGNER LICENSES; PART# AX-100072-2, CLIN ALX201     ITAR-25-1758  SLI 56805"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00297",
          "excerpt": "PURCHASE OF ALTERYX DESIGNER LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00297",
          "excerpt": "PURCHASE OF ALTERYX DESIGNER LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75N92024F00101",
          "excerpt": "NIH NHLBI OIM ACQUISITION AND PROPERTY STAFF REQUIRES ALTERYX LICENSES IN ORDER TO COMPLETE DAILY, MONTHLY, AND QUARTERLY METRICS.[24-009969]"
        },
        {
          "pattern": "professional_services",
          "award_id": "AG3144P170186",
          "excerpt": "IGF::OT::IGF ALTERYX CONSULTING"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB22F00000084",
          "excerpt": "ALTERYX SOFTWARE RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 99,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 99,
        "low": 10125.66,
        "p25": 30798.95,
        "median": 86240.0,
        "p75": 206313.88,
        "high": 2661731.63,
        "from": "2019-08-30",
        "to": "2026-09-11"
      },
      "clean_count": 99,
      "scope_counts": {
        "license": 49,
        "renewal": 50,
        "services": 3,
        "support": 3,
        "unknown": 23,
        "bundle": 1,
        "training": 1
      },
      "observed_low": 10125.66,
      "observed_high": 2661731.63,
      "observed_median": 86240.0,
      "observed_total": 22334071.29,
      "award_count": 130,
      "agency_count": 17,
      "date_range": {
        "from": "2019-08-30",
        "to": "2026-09-11"
      },
      "last_verified": "2026-10-05",
      "name": "Alteryx",
      "slug": "alteryx",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Alteryx software and related services with amounts ranging from $10,125.66 to $2,661,731.63. The observed contract amounts are based on 99 license and renewal awards, with each figure traceable to a specific government contract record.",
        "renewal_watch": "Alteryx appears in 130 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $10,182 to $1,882,075, the largest being $1,882,075 to Department of Commerce in 2020. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for Alteryx licenses and renewals?",
            "answer": "Based on 99 license and renewal awards, the typical range for Alteryx contracts falls between $30,798.95 (25th percentile) and $206,313.88 (75th percentile), with a median award of $86,240. The lowest observed award for a license was $10,125.66, and the highest was $2,661,731.63.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that include both Alteryx licenses and maintenance or support?",
            "answer": "Yes, several contracts explicitly include both licenses and maintenance or support. For example, the Department of Commerce awarded $1,882,075.01 for \"ALTERYX SOFTWARE LICENSE AND MAINTENANCE.\"",
            "award_ids": [
              "1333BJ20F00182004",
              "36C10B21F0178",
              "36C10B25F0077"
            ]
          },
          {
            "question": "What is the cost of Alteryx Designer licenses?",
            "answer": "The cost of Alteryx Designer licenses varies.",
            "award_ids": [
              "12314422F0090",
              "697DCK22F00242",
              "697DCK24F00354"
            ]
          },
          {
            "question": "Are there contracts that include Alteryx training or professional services?",
            "answer": "Yes, some contracts include training or professional services.",
            "award_ids": [
              "140R8123F0283",
              "20341222F00056"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The Department of Commerce awarded $254,252.90 for Alteryx software.",
            "The Department of Agriculture awarded $222,407.17 for Alteryx software.",
            "The Department of the Interior had an award for $95,171 for Alteryx software and services.",
            "The Department of the Treasury had an award for $1,070,308.68 for \"IT: ALTERYX SERVER INSTALLATION TASK ORDER.\""
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Alteryx software and related servi",
            "Buyers should note that renewal contract amounts for Alteryx vary significantly.",
            "The Department of Commerce renewed Alteryx software for $254,252.90. The Departm",
            "Yes, several contracts explicitly include both licenses and maintenance or suppo",
            "The cost of Alteryx Designer licenses varies. The Department of Agriculture purc",
            "The cost of Alteryx Designer licenses varies. The Department of Agriculture had ",
            "Yes, some contracts include training or professional services. The Department of",
            "Yes, some contracts include training or professional services. The Department of"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 130 public contract awards from 17 awarding agencies.",
          "The figures below are computed from 99 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 8.5, and the highest is 262.9 times the lowest.",
          "49 of 130 awards (38%) come from Department of Transportation.",
          "The most frequent recipient across these awards is CDW GOVERNMENT LLC, on 38 awards (29%).",
          "The records span 2019-08-30 to 2026-09-11."
        ],
        "numbers": [
          38,
          29,
          262.9,
          8.5,
          17,
          49,
          38,
          99,
          31
        ],
        "basis_sentence": "The figures below are computed from 99 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 49,
          "renewal": 50,
          "services": 3,
          "support": 3,
          "unknown": 23,
          "bundle": 1,
          "training": 1
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Defense",
          "Department of Commerce",
          "Department of the Treasury",
          "Department of Agriculture",
          "Department of the Interior",
          "Department of Veterans Affairs",
          "National Science Foundation",
          "Department of Health and Human Services",
          "National Aeronautics and Space Administration",
          "Securities and Exchange Commission",
          "Equal Employment Opportunity Commission",
          "Department of Homeland Security",
          "Department of Justice",
          "Agency for International Development",
          "General Services Administration",
          "Department of State"
        ],
        "agency_counts": {
          "Department of Defense": 15,
          "Department of Commerce": 11,
          "Department of Veterans Affairs": 5,
          "Department of the Treasury": 11,
          "Securities and Exchange Commission": 2,
          "Department of Homeland Security": 1,
          "Department of Transportation": 49,
          "Department of Agriculture": 11,
          "Department of the Interior": 7,
          "Department of Justice": 1,
          "National Science Foundation": 5,
          "Department of Health and Human Services": 4,
          "Equal Employment Opportunity Commission": 2,
          "Agency for International Development": 1,
          "General Services Administration": 1,
          "National Aeronautics and Space Administration": 3,
          "Department of State": 1
        },
        "recipient_counts": {
          "STERLING COMPUTERS CORPORATION": 1,
          "ARCHITECHTURE SOLUTIONS LLC": 5,
          "COLOSSAL CONTRACTING LLC": 1,
          "FCN, INC.": 6,
          "FEDRESULTS, INC.": 6,
          "CDW GOVERNMENT LLC": 38,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 9,
          "MICROTECHNOLOGIES LLC": 10,
          "NEW TECH SOLUTIONS, INC.": 8,
          "PREMIER FEDERAL, INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 5,
          "COMMUNICATIONS PROFESSIONALS INC.": 1,
          "DELOITTE & TOUCHE LLP": 3,
          "GOVSMART, INC.": 3,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "COUNTERTRADE PRODUCTS, INC.": 3,
          "AURORA SYSTEMS CONSULTING INC": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 3,
          "ACCESSAGILITY LLC": 4,
          "ALXTEL, INC.": 1,
          "GOVERNMENT ACQUISITIONS LLC": 5,
          "ALVAREZ LLC": 2,
          "CYKOR LLC": 4,
          "CARAHSOFT TECHNOLOGY CORP": 4,
          "GREENBRIER GOVERNMENT SOLUTIONS INC": 1,
          "VINSYS INFORMATION TECHNOLOGY, INC.": 1,
          "IT DEVICES ONLINE INC": 1,
          "DH TECHNOLOGIES, INC.": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "CDW GOVERNMENT LLC",
        "spread_ratio": 262.9
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Alteryx\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.3M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.7M</text><line x1=\"56\" y1=\"209.8\" x2=\"704\" y2=\"209.8\" class=\"pp-median\"/><text x=\"704\" y=\"203.8\" class=\"pp-median-label\" text-anchor=\"end\">median $86k</text><rect x=\"56.5\" y=\"209.3\" width=\"4.0\" height=\"6.7\" class=\"pp-bar\"><title>HQC00719F0010 — $93k — Department of Defense — 2019-08-30</title></rect><rect x=\"61.5\" y=\"80.2\" width=\"4.0\" height=\"135.8\" class=\"pp-bar\"><title>1333BJ20F00182004 — $1.9M — Department of Commerce — 2020-09-11</title></rect><rect x=\"66.5\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>36C10B21F0052 — $61k — Department of Veterans Affairs — 2021-02-15</title></rect><rect x=\"71.4\" y=\"193.0\" width=\"4.0\" height=\"23.0\" class=\"pp-bar\"><title>36C10B21F0178 — $319k — Department of Veterans Affairs — 2021-07-01</title></rect><rect x=\"76.4\" y=\"153.6\" width=\"4.0\" height=\"62.4\" class=\"pp-bar\"><title>2031JW21F00110 — $864k — Department of the Treasury — 2021-07-13</title></rect><rect x=\"81.4\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>50310221F0124 — $105k — Securities and Exchange Commission — 2021-08-18</title></rect><rect x=\"86.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA6021C00000006 — $15k — Department of Homeland Security — 2021-09-17</title></rect><rect x=\"91.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00099 — $20k — Department of Transportation — 2021-11-23</title></rect><rect x=\"96.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314422F0090 — $11k — Department of Agriculture — 2021-12-16</title></rect><rect x=\"101.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00242 — $20k — Department of Transportation — 2021-12-29</title></rect><rect x=\"106.3\" y=\"209.5\" width=\"4.0\" height=\"6.5\" class=\"pp-bar\"><title>140G0322F0015 — $90k — Department of the Interior — 2022-01-05</title></rect><rect x=\"111.3\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>15M80022PA3600033 — $35k — Department of Justice — 2022-03-01</title></rect><rect x=\"116.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00854 — $12k — Department of Transportation — 2022-03-23</title></rect><rect x=\"121.3\" y=\"196.7\" width=\"4.0\" height=\"19.3\" class=\"pp-bar\"><title>697DCK22F00910 — $268k — Department of Transportation — 2022-04-14</title></rect><rect x=\"126.3\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>12314422F0289 — $40k — Department of Agriculture — 2022-05-28</title></rect><rect x=\"131.3\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>N0017322P2010 — $106k — Department of Defense — 2022-06-24</title></rect><rect x=\"136.2\" y=\"197.7\" width=\"4.0\" height=\"18.3\" class=\"pp-bar\"><title>1333LB22F00000131 — $254k — Department of Commerce — 2022-06-29</title></rect><rect x=\"141.2\" y=\"203.1\" width=\"4.0\" height=\"12.9\" class=\"pp-bar\"><title>49100422F0098 — $179k — National Science Foundation — 2022-06-29</title></rect><rect x=\"146.2\" y=\"143.3\" width=\"4.0\" height=\"72.7\" class=\"pp-bar\"><title>36C10B22F0175 — $1.0M — Department of Veterans Affairs — 2022-07-01</title></rect><rect x=\"151.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N93022F00250 — $21k — Department of Health and Human Services — 2022-07-06</title></rect><rect x=\"156.2\" y=\"201.0\" width=\"4.0\" height=\"15.0\" class=\"pp-bar\"><title>20341222F00053 — $208k — Department of the Treasury — 2022-07-13</title></rect><rect x=\"161.2\" y=\"138.8\" width=\"4.0\" height=\"77.2\" class=\"pp-bar\"><title>20341222F00056 — $1.1M — Department of the Treasury — 2022-07-19</title></rect><rect x=\"166.2\" y=\"175.4\" width=\"4.0\" height=\"40.6\" class=\"pp-bar\"><title>50310222F0137 — $563k — Securities and Exchange Commission — 2022-07-26</title></rect><rect x=\"171.1\" y=\"199.5\" width=\"4.0\" height=\"16.5\" class=\"pp-bar\"><title>12314422F0392 — $229k — Department of Agriculture — 2022-08-06</title></rect><rect x=\"176.1\" y=\"209.8\" width=\"4.0\" height=\"6.2\" class=\"pp-bar\"><title>697DCK22F01573 — $87k — Department of Transportation — 2022-08-10</title></rect><rect x=\"181.1\" y=\"206.8\" width=\"4.0\" height=\"9.2\" class=\"pp-bar\"><title>697DCK22F01603 — $127k — Department of Transportation — 2022-08-17</title></rect><rect x=\"186.1\" y=\"208.9\" width=\"4.0\" height=\"7.1\" class=\"pp-bar\"><title>W9124P22F0780 — $98k — Department of Defense — 2022-08-22</title></rect><rect x=\"191.1\" y=\"209.0\" width=\"4.0\" height=\"7.0\" class=\"pp-bar\"><title>140G0322F0143 — $97k — Department of the Interior — 2022-08-26</title></rect><rect x=\"196.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>45310022F0195 — $27k — Equal Employment Opportunity Commission — 2022-08-31</title></rect><rect x=\"201.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72067422P00178 — $25k — Agency for International Development — 2022-09-01</title></rect><rect x=\"206.0\" y=\"98.5\" width=\"4.0\" height=\"117.5\" class=\"pp-bar\"><title>12314422F0728 — $1.6M — Department of Agriculture — 2022-09-24</title></rect><rect x=\"211.0\" y=\"202.9\" width=\"4.0\" height=\"13.1\" class=\"pp-bar\"><title>HQ003422F0401 — $182k — Department of Defense — 2022-09-25</title></rect><rect x=\"216.0\" y=\"199.7\" width=\"4.0\" height=\"16.3\" class=\"pp-bar\"><title>1333LB22F00000177 — $227k — Department of Commerce — 2022-09-30</title></rect><rect x=\"221.0\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>45310023F0004 — $82k — Equal Employment Opportunity Commission — 2022-11-15</title></rect><rect x=\"226.0\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK23F00121 — $34k — Department of Transportation — 2022-12-08</title></rect><rect x=\"231.0\" y=\"208.0\" width=\"4.0\" height=\"8.0\" class=\"pp-bar\"><title>697DCK23F00157 — $110k — Department of Transportation — 2022-12-19</title></rect><rect x=\"235.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK23F00151 — $20k — Department of Transportation — 2022-12-19</title></rect><rect x=\"240.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341223F00018 — $26k — Department of the Treasury — 2022-12-20</title></rect><rect x=\"245.9\" y=\"181.0\" width=\"4.0\" height=\"35.0\" class=\"pp-bar\"><title>20341223F00021 — $485k — Department of the Treasury — 2023-01-23</title></rect><rect x=\"250.9\" y=\"201.2\" width=\"4.0\" height=\"14.8\" class=\"pp-bar\"><title>12639523F0411 — $205k — Department of Agriculture — 2023-03-28</title></rect><rect x=\"255.9\" y=\"202.3\" width=\"4.0\" height=\"13.7\" class=\"pp-bar\"><title>1333LB23F00000053 — $189k — Department of Commerce — 2023-03-31</title></rect><rect x=\"260.9\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>47QTCB23F0008 — $55k — General Services Administration — 2023-04-06</title></rect><rect x=\"265.8\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>M0026423F0117 — $82k — Department of Defense — 2023-04-10</title></rect><rect x=\"270.8\" y=\"202.4\" width=\"4.0\" height=\"13.6\" class=\"pp-bar\"><title>697DCK23F00463 — $189k — Department of Transportation — 2023-04-27</title></rect><rect x=\"275.8\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>1331L523F13160317 — $85k — Department of Commerce — 2023-05-27</title></rect><rect x=\"280.8\" y=\"201.4\" width=\"4.0\" height=\"14.6\" class=\"pp-bar\"><title>49100423F0097 — $202k — National Science Foundation — 2023-06-29</title></rect><rect x=\"285.8\" y=\"201.1\" width=\"4.0\" height=\"14.9\" class=\"pp-bar\"><title>N0017323P1851 — $207k — Department of Defense — 2023-06-30</title></rect><rect x=\"290.8\" y=\"206.6\" width=\"4.0\" height=\"9.4\" class=\"pp-bar\"><title>20341223F00065 — $130k — Department of the Treasury — 2023-07-13</title></rect><rect x=\"295.8\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>697DCK23F00820 — $76k — Department of Transportation — 2023-08-04</title></rect><rect x=\"300.7\" y=\"200.0\" width=\"4.0\" height=\"16.0\" class=\"pp-bar\"><title>12314423F0354 — $222k — Department of Agriculture — 2023-08-07</title></rect><rect x=\"305.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N92023F00160 — $10k — Department of Health and Human Services — 2023-08-31</title></rect><rect x=\"310.7\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>1333BJ23F00182005 — $2.7M — Department of Commerce — 2023-09-11</title></rect><rect x=\"315.7\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>140G0323F0152 — $100k — Department of the Interior — 2023-09-12</title></rect><rect x=\"320.7\" y=\"209.0\" width=\"4.0\" height=\"7.0\" class=\"pp-bar\"><title>HQC00723F0011 — $96k — Department of Defense — 2023-09-13</title></rect><rect x=\"325.7\" y=\"209.1\" width=\"4.0\" height=\"6.9\" class=\"pp-bar\"><title>140R8123F0283 — $95k — Department of the Interior — 2023-09-20</title></rect><rect x=\"330.6\" y=\"207.5\" width=\"4.0\" height=\"8.5\" class=\"pp-bar\"><title>W519TC23F0576 — $118k — Department of Defense — 2023-09-27</title></rect><rect x=\"335.6\" y=\"199.8\" width=\"4.0\" height=\"16.2\" class=\"pp-bar\"><title>1333LB23F00000172 — $225k — Department of Commerce — 2023-09-30</title></rect><rect x=\"340.6\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>697DCK24F00006 — $29k — Department of Transportation — 2023-10-23</title></rect><rect x=\"345.6\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>697DCK24F00027 — $52k — Department of Transportation — 2023-11-07</title></rect><rect x=\"350.6\" y=\"208.7\" width=\"4.0\" height=\"7.3\" class=\"pp-bar\"><title>80NSSC24FA067 — $101k — National Aeronautics and Space Administration — 2023-11-15</title></rect><rect x=\"355.6\" y=\"190.1\" width=\"4.0\" height=\"25.9\" class=\"pp-bar\"><title>20341224F00020 — $359k — Department of the Treasury — 2023-12-20</title></rect><rect x=\"360.6\" y=\"176.0\" width=\"4.0\" height=\"40.0\" class=\"pp-bar\"><title>20341224F00024 — $554k — Department of the Treasury — 2024-01-17</title></rect><rect x=\"365.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C10B24F0109 — $20k — Department of Veterans Affairs — 2024-02-15</title></rect><rect x=\"370.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140G0124F0099 — $24k — Department of the Interior — 2024-02-29</title></rect><rect x=\"375.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00342 — $22k — Department of Transportation — 2024-03-27</title></rect><rect x=\"380.5\" y=\"166.4\" width=\"4.0\" height=\"49.6\" class=\"pp-bar\"><title>697DCK24F00349 — $687k — Department of Transportation — 2024-03-28</title></rect><rect x=\"385.5\" y=\"208.1\" width=\"4.0\" height=\"7.9\" class=\"pp-bar\"><title>75D30124F18754 — $109k — Department of Health and Human Services — 2024-03-29</title></rect><rect x=\"390.5\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>12639524F0431 — $55k — Department of Agriculture — 2024-03-30</title></rect><rect x=\"395.4\" y=\"209.2\" width=\"4.0\" height=\"6.8\" class=\"pp-bar\"><title>1333LB24F00000061 — $95k — Department of Commerce — 2024-03-31</title></rect><rect x=\"400.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00354 — $10k — Department of Transportation — 2024-04-09</title></rect><rect x=\"405.4\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>1331L524F0231 — $76k — Department of Commerce — 2024-05-27</title></rect><rect x=\"410.4\" y=\"201.8\" width=\"4.0\" height=\"14.2\" class=\"pp-bar\"><title>49100424F0105 — $197k — National Science Foundation — 2024-06-29</title></rect><rect x=\"415.4\" y=\"207.4\" width=\"4.0\" height=\"8.6\" class=\"pp-bar\"><title>12314424F0406 — $119k — Department of Agriculture — 2024-08-07</title></rect><rect x=\"420.4\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>FA877024FB023 — $106k — Department of Defense — 2024-08-07</title></rect><rect x=\"425.4\" y=\"209.2\" width=\"4.0\" height=\"6.8\" class=\"pp-bar\"><title>140R8124F0163 — $94k — Department of the Interior — 2024-08-15</title></rect><rect x=\"430.3\" y=\"210.6\" width=\"4.0\" height=\"5.4\" class=\"pp-bar\"><title>140D0424F0917 — $75k — Department of the Interior — 2024-08-15</title></rect><rect x=\"435.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N92024F00101 — $10k — Department of Health and Human Services — 2024-08-31</title></rect><rect x=\"440.3\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>697DCK24F00999 — $52k — Department of Transportation — 2024-09-03</title></rect><rect x=\"445.3\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>W9124P24F0517 — $56k — Department of Defense — 2024-09-09</title></rect><rect x=\"450.3\" y=\"113.9\" width=\"4.0\" height=\"102.1\" class=\"pp-bar\"><title>2031JW24F00134 — $1.4M — Department of the Treasury — 2024-09-30</title></rect><rect x=\"455.3\" y=\"186.5\" width=\"4.0\" height=\"29.5\" class=\"pp-bar\"><title>1333LB24F00000264 — $408k — Department of Commerce — 2024-09-30</title></rect><rect x=\"460.2\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>80NSSC25PA132 — $100k — National Aeronautics and Space Administration — 2024-11-25</title></rect><rect x=\"465.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00138 — $28k — Department of Transportation — 2024-12-18</title></rect><rect x=\"470.2\" y=\"169.6\" width=\"4.0\" height=\"46.4\" class=\"pp-bar\"><title>20341225F00014 — $643k — Department of the Treasury — 2024-12-20</title></rect><rect x=\"475.2\" y=\"198.6\" width=\"4.0\" height=\"17.4\" class=\"pp-bar\"><title>HQC00725FE001 — $241k — Department of Defense — 2025-03-10</title></rect><rect x=\"480.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00323 — $20k — Department of Transportation — 2025-03-27</title></rect><rect x=\"485.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00308 — $22k — Department of Transportation — 2025-04-01</title></rect><rect x=\"490.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00333 — $22k — Department of Transportation — 2025-04-04</title></rect><rect x=\"495.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>697DCK25F00291 — $32k — Department of Transportation — 2025-04-07</title></rect><rect x=\"500.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00297 — $10k — Department of Transportation — 2025-04-07</title></rect><rect x=\"505.1\" y=\"163.0\" width=\"4.0\" height=\"53.0\" class=\"pp-bar\"><title>697DCK25F00329 — $735k — Department of Transportation — 2025-04-18</title></rect><rect x=\"510.1\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>697DCK25F00318 — $29k — Department of Transportation — 2025-04-18</title></rect><rect x=\"515.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00363 — $20k — Department of Transportation — 2025-04-18</title></rect><rect x=\"520.1\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>697DCK25F00300 — $37k — Department of Transportation — 2025-04-22</title></rect><rect x=\"525.0\" y=\"211.2\" width=\"4.0\" height=\"4.8\" class=\"pp-bar\"><title>697DCK25F00403 — $66k — Department of Transportation — 2025-04-25</title></rect><rect x=\"530.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00402 — $11k — Department of Transportation — 2025-04-25</title></rect><rect x=\"535.0\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>697DCK25F00412 — $106k — Department of Transportation — 2025-05-01</title></rect><rect x=\"540.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00430 — $10k — Department of Transportation — 2025-05-12</title></rect><rect x=\"545.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00437 — $10k — Department of Transportation — 2025-05-13</title></rect><rect x=\"550.0\" y=\"205.1\" width=\"4.0\" height=\"10.9\" class=\"pp-bar\"><title>N0017325P5101 — $152k — Department of Defense — 2025-05-22</title></rect><rect x=\"555.0\" y=\"181.5\" width=\"4.0\" height=\"34.5\" class=\"pp-bar\"><title>693JJ925F00040N — $478k — Department of Transportation — 2025-06-01</title></rect><rect x=\"559.9\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>697DCK25F00516 — $68k — Department of Transportation — 2025-06-16</title></rect><rect x=\"564.9\" y=\"200.0\" width=\"4.0\" height=\"16.0\" class=\"pp-bar\"><title>49100425F0058 — $222k — National Science Foundation — 2025-06-29</title></rect><rect x=\"569.9\" y=\"154.5\" width=\"4.0\" height=\"61.5\" class=\"pp-bar\"><title>36C10B25F0077 — $852k — Department of Veterans Affairs — 2025-07-01</title></rect><rect x=\"574.9\" y=\"208.7\" width=\"4.0\" height=\"7.3\" class=\"pp-bar\"><title>12314425F0238 — $102k — Department of Agriculture — 2025-08-07</title></rect><rect x=\"579.9\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>FA877025FB024 — $80k — Department of Defense — 2025-08-07</title></rect><rect x=\"584.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>191NLE25F0026 — $22k — Department of State — 2025-08-11</title></rect><rect x=\"589.8\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>80NSSC25FA815 — $67k — National Aeronautics and Space Administration — 2025-08-25</title></rect><rect x=\"594.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314425F0312 — $14k — Department of Agriculture — 2025-08-30</title></rect><rect x=\"599.8\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>HQ003425FE417 — $71k — Department of Defense — 2025-09-28</title></rect><rect x=\"604.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT009026FG1010059 — $19k — Department of Defense — 2025-10-01</title></rect><rect x=\"609.8\" y=\"169.7\" width=\"4.0\" height=\"46.3\" class=\"pp-bar\"><title>20341226F00008 — $641k — Department of the Treasury — 2025-12-20</title></rect><rect x=\"614.8\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>697DCK26F00217 — $40k — Department of Transportation — 2026-02-18</title></rect><rect x=\"619.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00264 — $24k — Department of Transportation — 2026-03-02</title></rect><rect x=\"624.7\" y=\"209.2\" width=\"4.0\" height=\"6.8\" class=\"pp-bar\"><title>697DCK26F00267 — $94k — Department of Transportation — 2026-03-03</title></rect><rect x=\"629.7\" y=\"209.8\" width=\"4.0\" height=\"6.2\" class=\"pp-bar\"><title>697DCK26F00273 — $86k — Department of Transportation — 2026-03-05</title></rect><rect x=\"634.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00280 — $24k — Department of Transportation — 2026-03-09</title></rect><rect x=\"639.7\" y=\"209.7\" width=\"4.0\" height=\"6.3\" class=\"pp-bar\"><title>697DCK26F00294 — $87k — Department of Transportation — 2026-03-12</title></rect><rect x=\"644.7\" y=\"212.7\" width=\"4.0\" height=\"3.3\" class=\"pp-bar\"><title>697DCK26F00286 — $45k — Department of Transportation — 2026-03-12</title></rect><rect x=\"649.7\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK26F00298 — $35k — Department of Transportation — 2026-03-12</title></rect><rect x=\"654.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00293 — $24k — Department of Transportation — 2026-03-12</title></rect><rect x=\"659.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00307 — $17k — Department of Transportation — 2026-03-12</title></rect><rect x=\"664.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00295 — $17k — Department of Transportation — 2026-03-12</title></rect><rect x=\"669.6\" y=\"154.5\" width=\"4.0\" height=\"61.5\" class=\"pp-bar\"><title>697DCK26F00383 — $852k — Department of Transportation — 2026-04-09</title></rect><rect x=\"674.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00409 — $17k — Department of Transportation — 2026-04-23</title></rect><rect x=\"679.6\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>697DCK26F00436 — $28k — Department of Transportation — 2026-04-29</title></rect><rect x=\"684.6\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>697DCK26F00444 — $40k — Department of Transportation — 2026-05-06</title></rect><rect x=\"689.5\" y=\"196.1\" width=\"4.0\" height=\"19.9\" class=\"pp-bar\"><title>49100426F0071 — $276k — National Science Foundation — 2026-06-29</title></rect><rect x=\"694.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314426F0247 — $15k — Department of Agriculture — 2026-08-30</title></rect><rect x=\"699.5\" y=\"128.5\" width=\"4.0\" height=\"87.5\" class=\"pp-bar\"><title>1333BJ26F00182018 — $1.2M — Department of Commerce — 2026-09-11</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-08-30</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-11</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (130 awards, obligated)</text></svg>",
      "published_date": "2026-09-30",
      "url": "/alteryx/",
      "changelog": [
        {
          "date": "2026-09-30",
          "note": "Initial publication: 130 awards, $10,126–$2,661,732."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "mongodb",
      "product_name": "MongoDB",
      "vendor": "MongoDB Inc.",
      "list_price": {
        "value": 0.08,
        "unit": "USD per hour (Dedicated M10)",
        "publisher": "MongoDB, Inc.",
        "url": "https://www.mongodb.com/pricing",
        "quote": "Dedicated — $0.08/hour",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "HSCETE16J00491",
          "recipient": "GREEN IT SYSTEMS GROUP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2016-09-14",
          "end_date": "2019-09-26",
          "amount": 45435.8,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, AND ANNUAL SUBSCRIPTIONS (SUB-EA)",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE16J00491_7012_HSHQDC12D00023_7001"
        },
        {
          "award_id": "1305L220CNWWX0065",
          "recipient": "BLUE SOURCE GROUP INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "National Oceanic and Atmospheric Administration",
          "action_date": "2020-04-01",
          "end_date": "2023-03-31",
          "amount": 556779.12,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MONGODB SOFTWARE SUPPORT",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1305L220CNWWX0065_1330_-NONE-_-NONE-"
        },
        {
          "award_id": "89233120CNA000156",
          "recipient": "SAITECH INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Energy",
          "sub_agency": "Department of Energy",
          "action_date": "2020-07-01",
          "end_date": "2021-07-01",
          "amount": 37497.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "PURCHASE ORDER FOR ANNUAL RENEWAL MONGO DB ENTERPRISE SUBSCRIPTION",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_89233120CNA000156_8900_-NONE-_-NONE-"
        },
        {
          "award_id": "HC102820F0958",
          "recipient": "BAHFED CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2020-08-14",
          "end_date": "2021-09-17",
          "amount": 92743.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MONGODB, INC TRUSTWAVE SOFTWARE SUPPORT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102820F0958_9700_NNG15SD09B_8000"
        },
        {
          "award_id": "70CMSD21FR0000006",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2021-02-10",
          "end_date": "2025-02-11",
          "amount": 995820.4,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MONGO DB LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CMSD21FR0000006_7012_NNG15SD60B_8000"
        },
        {
          "award_id": "47HAA021F0084",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "General Services Administration",
          "sub_agency": "Office of Administrative Services",
          "action_date": "2021-05-06",
          "end_date": "2022-05-05",
          "amount": 121793.91,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MONGODB EA SOFTWARE POP 5/6/2021 - 5/5/2022.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47HAA021F0084_4773_NNG15SD60B_8000"
        },
        {
          "award_id": "47HAA021F0131",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "General Services Administration",
          "sub_agency": "Office of Administrative Services",
          "action_date": "2021-07-19",
          "end_date": "2022-07-18",
          "amount": 36256.33,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "MONGODB LICENSE RENEWAL",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47HAA021F0131_4773_NNG15SD60B_8000"
        },
        {
          "award_id": "47HAA022F0136",
          "recipient": "AURORA SYSTEMS CONSULTING INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "General Services Administration",
          "sub_agency": "Office of Administrative Services",
          "action_date": "2021-07-19",
          "end_date": "2022-07-18",
          "amount": 36218.17,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS AWARD IS FOR MONGO DB ENTERPRISE ADVANCED SOFTWARE SUBSCRIPTIONS.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47HAA022F0136_4773_NNG15SD79B_8000"
        },
        {
          "award_id": "HC102821F1018",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
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          "excerpt": "MONGODB COTS PRODUCT LICENSE RENEWAL."
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          "excerpt": "MONGODB LICENSES AND SUPPORT"
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          "excerpt": "MONGODB LICENSES AND SUPPORT"
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          "excerpt": "MONGODB ENTERPRISE ADVANCED - PER 128GB SOFTWARE LICENSE"
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          "excerpt": "FDA FOOD TRACEABILITY PRODUCT TRACING SYSTEM MONGODB LICENSE CTP SEARCH APPLICATION"
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          "excerpt": "MONGODB SOFTWARE LICENSE RENEWAL MONGODB ENTERPRISE ADVANCED; PRODUCTION; 1HOUR SUPPORT SLA; COMMERCIAL LICENSE; ANNUAL SUBSCRIPTION RAM POOL PER 128GBMONGODB INC - SUB-EA-RAMPOOL128"
        },
        {
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          "excerpt": "MONGODB SOFTWARE LICENSE RENEWAL MONGODB ENTERPRISE ADVANCED; PRODUCTION; 1HOUR SUPPORT SLA; COMMERCIAL LICENSE; ANNUAL SUBSCRIPTION RAM POOL PER 128GBMONGODB INC - SUB-EA-RAMPOOL128"
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          "excerpt": "MONGODB ENTERPRISES SOFTWARE LICENSE RENEWAL"
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          "excerpt": "MONGODB ENTERPRISES SOFTWARE LICENSE RENEWAL"
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          "excerpt": "MONGODB ENTERPRISE ADVANCED SOFTWARE RENEWAL"
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        {
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          "excerpt": "DSCA MIRARDO MONGODB SW LICENSE, PROJECT NUMBER 2022-02917"
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          "excerpt": "ITAU/LEEP SOFTWARE RENEWAL OF MONGODB RAM POOL PER 64GB"
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        {
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          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
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        {
          "pattern": "licences",
          "award_id": "697DCK26F00730",
          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
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          "award_id": "697DCK25F00829",
          "excerpt": "MONGODB ENTERPRISE ADVANCED- PER 64 GB OF RAM- US GOVERNMENT SUPPORT."
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          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
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        {
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          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
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          "excerpt": "NASQUEST MONGODB RENEWAL"
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          "excerpt": "MONGODB LICENSE RENEWAL"
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          "excerpt": "MONGODB LICENSE RENEWAL"
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        {
          "pattern": "licences",
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          "excerpt": "TO PURCHASE MONGODB LICENSE"
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          "excerpt": "MONGODB RENEWAL"
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        {
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          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, 1HR SUPPORT SLA; COMMERICAL LICENSE RENEWAL"
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        {
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          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, 1HR SUPPORT SLA; COMMERICAL LICENSE RENEWAL"
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          "pattern": "licences",
          "award_id": "697DCK22F01518",
          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, 1HR SUPPORT SLA; COMMERICAL LICENSE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "24362523F0045",
          "excerpt": "MONGODB SUPPORT RENEWAL FY23"
        },
        {
          "pattern": "renewal",
          "award_id": "24362523F0045",
          "excerpt": "MONGODB SUPPORT RENEWAL FY23"
        },
        {
          "pattern": "renewal",
          "award_id": "24362522F0040",
          "excerpt": "SP-CIO-50275  MONGODB LICENSE RENEWAL FY22"
        },
        {
          "pattern": "licences",
          "award_id": "24362522F0040",
          "excerpt": "SP-CIO-50275  MONGODB LICENSE RENEWAL FY22"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0086",
          "excerpt": "MONGODB ENTERPRISE SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "N0017326F1806",
          "excerpt": "MONGODB ENTERPRISE ADVANCED - US GOVERNMENT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N6426726F4026",
          "excerpt": "MONGODB LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "70CMSD21FR0000006",
          "excerpt": "MONGO DB LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440722F0067",
          "excerpt": "MONGO DB SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440722F0068",
          "excerpt": "ONE YEAR MONGO DB SOFTWARE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "FA440722F0124",
          "excerpt": "MONGO DB SW RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440724F0024",
          "excerpt": "MONGO DB RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440723F0029",
          "excerpt": "MONGO DB RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "FA860422FB017",
          "excerpt": "MONGO DB LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01517",
          "excerpt": "ENTERPRISE MONGO DB LICENSES RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F01517",
          "excerpt": "ENTERPRISE MONGO DB LICENSES RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0689",
          "excerpt": "MONGO DB SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "89233120CNA000156",
          "excerpt": "PURCHASE ORDER FOR ANNUAL RENEWAL MONGO DB ENTERPRISE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "89233120CNA000156",
          "excerpt": "PURCHASE ORDER FOR ANNUAL RENEWAL MONGO DB ENTERPRISE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "47HAA022F0136",
          "excerpt": "THIS AWARD IS FOR MONGO DB ENTERPRISE ADVANCED SOFTWARE SUBSCRIPTIONS."
        },
        {
          "pattern": "licences",
          "award_id": "47HAA022F0136",
          "excerpt": "THIS AWARD IS FOR MONGO DB ENTERPRISE ADVANCED SOFTWARE SUBSCRIPTIONS."
        },
        {
          "pattern": "renewal",
          "award_id": "W912PX22F0007",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W912PX22F0007",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "W912PX23F0009",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W912PX23F0009",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 83,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 83,
        "low": 14240.0,
        "p25": 54008.21,
        "median": 80145.45,
        "p75": 260952.75,
        "high": 2159833.95,
        "from": "2016-09-14",
        "to": "2026-09-30"
      },
      "clean_count": 83,
      "scope_counts": {
        "unknown": 26,
        "license": 43,
        "support": 14,
        "renewal": 40,
        "training": 1
      },
      "observed_low": 14240.0,
      "observed_high": 2159833.95,
      "observed_median": 80145.45,
      "observed_total": 20264232.45,
      "award_count": 124,
      "agency_count": 16,
      "date_range": {
        "from": "2016-09-14",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "MongoDB",
      "slug": "mongodb",
      "prose": {
        "answer_lead": "US public agencies have paid as little as $14,240 for a MongoDB Atlas license and as much as $2,159,833.95 for a MongoDB Enterprise Advanced license.",
        "renewal_watch": "MongoDB appears in 124 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $14,240 to $679,203, the largest being $679,203 to Department of Defense in 2025. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for MongoDB licenses and renewals?",
            "answer": "The typical range for MongoDB licenses and renewals, based on 83 awards, falls between $54,008.21 and $260,952.75. The median award amount for these types of contracts is $80,145.45. The lowest observed award for a license was $14,240, and the highest was $2,159,833.95.",
            "award_ids": [
              "W912PX23F0009",
              "36C10B22F0035"
            ]
          },
          {
            "question": "Are there additional costs beyond just the license for MongoDB?",
            "answer": "Yes, contract records indicate additional costs for support and training. For example, the Department of Commerce paid $556,779.12 for 'MongoDB software support,' and the Department of the Treasury awarded $425,474.05 for 'senior database administrators with MongoDB expertise.' Some awards explicitly bundle licenses with support and training, such as a $311,018.30 award from the Department of Homeland Security for 'MongoDB Enterprise Advanced licenses, including support with a one-hour service level agreement (SLA), and on-demand training.'",
            "award_ids": [
              "1305L220CNWWX0065",
              "2032H521F00811",
              "70CMSD25FR0000014"
            ]
          },
          {
            "question": "What is the cost of MongoDB support?",
            "answer": "Observed costs for MongoDB support vary.",
            "award_ids": [
              "1305L220CNWWX0065",
              "HC102820F0958",
              "HT001524F0101",
              "68HERW26F0155"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from contract awards for MongoDB Atlas and MongoDB Enterprise Advanced.",
            "The Department of Defense renewed a MongoDB Enterprise Advanced license for $158,244.93.",
            "Another renewal for MongoDB Enterprise Software was $202,344.75.",
            "The Department of Homeland Security had a $77,868.63 award for 'MongoDB licenses renewal and support.'"
          ],
          "rewritten": [
            "US public agencies have paid as little as $14,240 and as much as $2,159,833.95 f",
            "US public agencies have paid as little as $14,240 and as much as $2,159,833.95 f",
            "Buyers should note that renewal costs for MongoDB Enterprise Advanced licenses v",
            "The Department of Defense renewed a MongoDB Enterprise Advanced license for $158",
            "Observed costs for MongoDB support vary. The Department of Commerce awarded $556",
            "Observed costs for MongoDB support vary. The Department of Defense had an award "
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 124 public contract awards from 16 awarding agencies.",
          "The figures below are computed from 83 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.6, and the highest is 151.7 times the lowest.",
          "64 of 124 awards (52%) come from Department of Defense.",
          "The most frequent recipient across these awards is GOVSMART, INC., on 15 awards (12%).",
          "The records span 2016-09-14 to 2026-09-30."
        ],
        "numbers": [
          52,
          12,
          151.7,
          5.6,
          16,
          64,
          15,
          83,
          41
        ],
        "basis_sentence": "The figures below are computed from 83 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 26,
          "license": 43,
          "support": 14,
          "renewal": 40,
          "training": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Transportation",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Environmental Protection Agency",
          "General Services Administration",
          "Department of Veterans Affairs",
          "Department of Commerce",
          "Department of Justice",
          "Department of Energy",
          "Office of Personnel Management",
          "Department of Agriculture",
          "Department of the Treasury",
          "Department of the Interior",
          "Department of Labor",
          "Social Security Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 8,
          "Department of Commerce": 3,
          "Department of Energy": 2,
          "Department of Defense": 64,
          "General Services Administration": 4,
          "Department of Health and Human Services": 8,
          "Department of the Treasury": 1,
          "Department of Veterans Affairs": 4,
          "Office of Personnel Management": 2,
          "Environmental Protection Agency": 5,
          "Department of the Interior": 1,
          "Department of Transportation": 15,
          "Department of Justice": 3,
          "Department of Labor": 1,
          "Department of Agriculture": 2,
          "Social Security Administration": 1
        },
        "recipient_counts": {
          "GREEN IT SYSTEMS GROUP": 1,
          "BLUE SOURCE GROUP INC": 2,
          "SAITECH INC": 1,
          "BAHFED CORP": 3,
          "ADVANCED COMPUTER CONCEPTS, INC.": 13,
          "AURORA SYSTEMS CONSULTING INC": 4,
          "NEW TECH SOLUTIONS, INC.": 13,
          "VETS2 SYNERGY LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 9,
          "REDHAWK IT SOLUTIONS, LLC": 3,
          "AUGUST SCHELL ENTERPRISES, INC.": 1,
          "FSR CONSULTING LLC": 3,
          "CHEROKEE NATION SYSTEM SOLUTIONS LLC": 1,
          "MICROTECHNOLOGIES LLC": 12,
          "CDW GOVERNMENT LLC": 3,
          "GOVSMART, INC.": 15,
          "WESTWIND TEAM LLP": 1,
          "BLUE TECH INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 1,
          "COLOSSAL CONTRACTING LLC": 5,
          "THUNDERCAT TECHNOLOGY, LLC": 4,
          "NORSEMAN INC": 2,
          "EQUINOXYS INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 2,
          "PARAGON MICRO INC": 2,
          "V3GATE, LLC": 3,
          "VETERAN TECHNOLOGY PARTNERS LLC": 1,
          "FIERCE SOFTWARE CORP": 4,
          "STRATEGIC COMMUNICATIONS LLC": 3,
          "FCN, INC.": 2,
          "EPOCH CONCEPTS LLC": 1,
          "INONDE, LLC": 2,
          "REGENCY CONSULTING INC": 1,
          "VERTOSOFT, LLC": 1,
          "PANAMERICA COMPUTERS, INC.": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "GOVSMART, INC.",
        "spread_ratio": 151.7
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for MongoDB\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.5M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$3.0M</text><line x1=\"56\" y1=\"210.9\" x2=\"704\" y2=\"210.9\" class=\"pp-median\"/><text x=\"704\" y=\"204.9\" class=\"pp-median-label\" text-anchor=\"end\">median $80k</text><rect x=\"56.6\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>HSCETE16J00491 — $45k — Department of Homeland Security — 2016-09-14</title></rect><rect x=\"61.8\" y=\"180.2\" width=\"4.0\" height=\"35.8\" class=\"pp-bar\"><title>1305L220CNWWX0065 — $557k — Department of Commerce — 2020-04-01</title></rect><rect x=\"67.1\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>89233120CNA000156 — $37k — Department of Energy — 2020-07-01</title></rect><rect x=\"72.3\" y=\"210.0\" width=\"4.0\" height=\"6.0\" class=\"pp-bar\"><title>HC102820F0958 — $93k — Department of Defense — 2020-08-14</title></rect><rect x=\"77.5\" y=\"152.0\" width=\"4.0\" height=\"64.0\" class=\"pp-bar\"><title>70CMSD21FR0000006 — $996k — Department of Homeland Security — 2021-02-10</title></rect><rect x=\"82.7\" y=\"208.2\" width=\"4.0\" height=\"7.8\" class=\"pp-bar\"><title>47HAA021F0084 — $122k — General Services Administration — 2021-05-06</title></rect><rect x=\"88.0\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>47HAA021F0131 — $36k — General Services Administration — 2021-07-19</title></rect><rect x=\"93.2\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>47HAA022F0136 — $36k — General Services Administration — 2021-07-19</title></rect><rect x=\"98.4\" y=\"179.5\" width=\"4.0\" height=\"36.5\" class=\"pp-bar\"><title>HC102821F1018 — $569k — Department of Defense — 2021-09-13</title></rect><rect x=\"103.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N98121F00001 — $30k — Department of Health and Human Services — 2021-09-14</title></rect><rect x=\"108.9\" y=\"188.7\" width=\"4.0\" height=\"27.3\" class=\"pp-bar\"><title>2032H521F00811 — $425k — Department of the Treasury — 2021-09-30</title></rect><rect x=\"114.1\" y=\"205.8\" width=\"4.0\" height=\"10.2\" class=\"pp-bar\"><title>FA440722F0031 — $158k — Department of Defense — 2021-11-01</title></rect><rect x=\"119.3\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>FA860422FB017 — $100k — Department of Defense — 2021-11-24</title></rect><rect x=\"124.5\" y=\"77.3\" width=\"4.0\" height=\"138.7\" class=\"pp-bar\"><title>36C10B22F0035 — $2.2M — Department of Veterans Affairs — 2021-11-28</title></rect><rect x=\"129.8\" y=\"185.7\" width=\"4.0\" height=\"30.3\" class=\"pp-bar\"><title>FA860422FB056 — $471k — Department of Defense — 2022-01-26</title></rect><rect x=\"135.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0163 — $23k — Department of Defense — 2022-01-31</title></rect><rect x=\"140.2\" y=\"185.7\" width=\"4.0\" height=\"30.3\" class=\"pp-bar\"><title>FA852722F0022 — $473k — Department of Defense — 2022-02-24</title></rect><rect x=\"145.5\" y=\"205.0\" width=\"4.0\" height=\"11.0\" class=\"pp-bar\"><title>47HAA022F0066 — $172k — General Services Administration — 2022-03-31</title></rect><rect x=\"150.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24362522F0040 — $30k — Office of Personnel Management — 2022-04-11</title></rect><rect x=\"155.9\" y=\"192.9\" width=\"4.0\" height=\"23.1\" class=\"pp-bar\"><title>FA440722F0067 — $360k — Department of Defense — 2022-04-12</title></rect><rect x=\"161.1\" y=\"198.5\" width=\"4.0\" height=\"17.5\" class=\"pp-bar\"><title>FA440722F0068 — $272k — Department of Defense — 2022-04-14</title></rect><rect x=\"166.4\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>HC102822F0475 — $100k — Department of Defense — 2022-04-29</title></rect><rect x=\"171.6\" y=\"212.4\" width=\"4.0\" height=\"3.6\" class=\"pp-bar\"><title>68HE0B22F0077 — $55k — Environmental Protection Agency — 2022-05-12</title></rect><rect x=\"176.8\" y=\"204.0\" width=\"4.0\" height=\"12.0\" class=\"pp-bar\"><title>140G0122F0247 — $187k — Department of the Interior — 2022-06-27</title></rect><rect x=\"182.0\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>697DCK22F01518 — $34k — Department of Transportation — 2022-08-03</title></rect><rect x=\"187.3\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>697DCK22F01517 — $73k — Department of Transportation — 2022-08-03</title></rect><rect x=\"192.5\" y=\"202.9\" width=\"4.0\" height=\"13.1\" class=\"pp-bar\"><title>FA440722F0124 — $203k — Department of Defense — 2022-08-09</title></rect><rect x=\"197.7\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>HC102822F0988 — $45k — Department of Defense — 2022-08-18</title></rect><rect x=\"202.9\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>75N98122F00001 — $32k — Department of Health and Human Services — 2022-08-30</title></rect><rect x=\"208.2\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>70CMSD22FR0000147 — $69k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"213.4\" y=\"144.9\" width=\"4.0\" height=\"71.1\" class=\"pp-bar\"><title>HT001522F0153 — $1.1M — Department of Defense — 2022-09-15</title></rect><rect x=\"218.6\" y=\"180.1\" width=\"4.0\" height=\"35.9\" class=\"pp-bar\"><title>15F06722F0001392 — $560k — Department of Justice — 2022-09-17</title></rect><rect x=\"223.8\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>697DCK22F01725 — $59k — Department of Transportation — 2022-09-20</title></rect><rect x=\"229.1\" y=\"163.0\" width=\"4.0\" height=\"53.0\" class=\"pp-bar\"><title>FA440722F0166 — $824k — Department of Defense — 2022-09-30</title></rect><rect x=\"234.3\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>HT001522F0107 — $48k — Department of Defense — 2022-09-30</title></rect><rect x=\"239.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W912PX22F0007 — $15k — Department of Defense — 2022-09-30</title></rect><rect x=\"244.7\" y=\"205.8\" width=\"4.0\" height=\"10.2\" class=\"pp-bar\"><title>FA440723F0029 — $158k — Department of Defense — 2022-10-31</title></rect><rect x=\"250.0\" y=\"203.8\" width=\"4.0\" height=\"12.2\" class=\"pp-bar\"><title>1605TB23F00008 — $190k — Department of Labor — 2022-12-09</title></rect><rect x=\"255.2\" y=\"196.8\" width=\"4.0\" height=\"19.2\" class=\"pp-bar\"><title>FA860423FB101 — $298k — Department of Defense — 2023-01-14</title></rect><rect x=\"260.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102823F0208 — $27k — Department of Defense — 2023-02-16</title></rect><rect x=\"265.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0042123F1827 — $25k — Department of Defense — 2023-03-01</title></rect><rect x=\"270.9\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>75F40123F80064 — $35k — Department of Health and Human Services — 2023-03-17</title></rect><rect x=\"276.1\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>24362523F0045 — $33k — Office of Personnel Management — 2023-03-20</title></rect><rect x=\"281.3\" y=\"175.7\" width=\"4.0\" height=\"40.3\" class=\"pp-bar\"><title>1305M323CNWWX0012 — $627k — Department of Commerce — 2023-04-01</title></rect><rect x=\"286.5\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>FA852723F0036 — $120k — Department of Defense — 2023-04-27</title></rect><rect x=\"291.8\" y=\"209.1\" width=\"4.0\" height=\"6.9\" class=\"pp-bar\"><title>HC102823F0434 — $107k — Department of Defense — 2023-04-27</title></rect><rect x=\"297.0\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>15F06723F0000467 — $44k — Department of Justice — 2023-05-02</title></rect><rect x=\"302.2\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>N0018923FZ039 — $119k — Department of Defense — 2023-06-03</title></rect><rect x=\"307.5\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>68HE0B23P0458 — $59k — Environmental Protection Agency — 2023-07-24</title></rect><rect x=\"312.7\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>697DCK23F00857 — $34k — Department of Transportation — 2023-08-11</title></rect><rect x=\"317.9\" y=\"127.5\" width=\"4.0\" height=\"88.5\" class=\"pp-bar\"><title>HT001523F0152 — $1.4M — Department of Defense — 2023-08-16</title></rect><rect x=\"323.1\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HC102823F1005 — $54k — Department of Defense — 2023-08-17</title></rect><rect x=\"328.4\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>697DCK23F00903 — $64k — Department of Transportation — 2023-08-22</title></rect><rect x=\"333.6\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK23F00835 — $42k — Department of Transportation — 2023-08-28</title></rect><rect x=\"338.8\" y=\"211.7\" width=\"4.0\" height=\"4.3\" class=\"pp-bar\"><title>HT001523F0154 — $68k — Department of Defense — 2023-08-31</title></rect><rect x=\"344.0\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>70CMSD23FR0000158 — $78k — Department of Homeland Security — 2023-09-01</title></rect><rect x=\"349.3\" y=\"203.0\" width=\"4.0\" height=\"13.0\" class=\"pp-bar\"><title>FA440723F0167 — $202k — Department of Defense — 2023-09-15</title></rect><rect x=\"354.5\" y=\"210.0\" width=\"4.0\" height=\"6.0\" class=\"pp-bar\"><title>75F40123F19023 — $94k — Department of Health and Human Services — 2023-09-18</title></rect><rect x=\"359.7\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>75N98123F00001 — $34k — Department of Health and Human Services — 2023-09-20</title></rect><rect x=\"364.9\" y=\"163.4\" width=\"4.0\" height=\"52.6\" class=\"pp-bar\"><title>FA440723F0181 — $819k — Department of Defense — 2023-09-30</title></rect><rect x=\"370.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W912PX23F0009 — $14k — Department of Defense — 2023-09-30</title></rect><rect x=\"375.4\" y=\"208.0\" width=\"4.0\" height=\"8.0\" class=\"pp-bar\"><title>75F40124F80004 — $125k — Department of Health and Human Services — 2023-10-23</title></rect><rect x=\"380.6\" y=\"204.5\" width=\"4.0\" height=\"11.5\" class=\"pp-bar\"><title>FA440724F0024 — $178k — Department of Defense — 2023-11-14</title></rect><rect x=\"385.8\" y=\"89.0\" width=\"4.0\" height=\"127.0\" class=\"pp-bar\"><title>36C10B24F0039 — $2.0M — Department of Veterans Affairs — 2023-12-27</title></rect><rect x=\"391.1\" y=\"195.2\" width=\"4.0\" height=\"20.8\" class=\"pp-bar\"><title>FA860424FB057 — $324k — Department of Defense — 2024-01-14</title></rect><rect x=\"396.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0086 — $27k — Department of Defense — 2024-01-29</title></rect><rect x=\"401.5\" y=\"208.5\" width=\"4.0\" height=\"7.5\" class=\"pp-bar\"><title>HC102824F0393 — $116k — Department of Defense — 2024-04-01</title></rect><rect x=\"406.7\" y=\"192.8\" width=\"4.0\" height=\"23.2\" class=\"pp-bar\"><title>FA440724F0045 — $361k — Department of Defense — 2024-04-15</title></rect><rect x=\"412.0\" y=\"208.7\" width=\"4.0\" height=\"7.3\" class=\"pp-bar\"><title>FA852724F0022 — $113k — Department of Defense — 2024-04-28</title></rect><rect x=\"417.2\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>75F40124F80168 — $64k — Department of Health and Human Services — 2024-06-17</title></rect><rect x=\"422.4\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>N0018924FZ698 — $119k — Department of Defense — 2024-06-25</title></rect><rect x=\"427.6\" y=\"195.9\" width=\"4.0\" height=\"20.1\" class=\"pp-bar\"><title>HT001524F0101 — $312k — Department of Defense — 2024-06-28</title></rect><rect x=\"432.9\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>68HE0B24P0663 — $63k — Environmental Protection Agency — 2024-07-31</title></rect><rect x=\"438.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0017424P0176 — $25k — Department of Defense — 2024-08-01</title></rect><rect x=\"443.3\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>N6600124F0783 — $68k — Department of Defense — 2024-08-06</title></rect><rect x=\"448.5\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK24F00842 — $40k — Department of Transportation — 2024-08-09</title></rect><rect x=\"453.8\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK24F00816 — $38k — Department of Transportation — 2024-08-15</title></rect><rect x=\"459.0\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HC102824F0689 — $54k — Department of Defense — 2024-08-18</title></rect><rect x=\"464.2\" y=\"211.5\" width=\"4.0\" height=\"4.5\" class=\"pp-bar\"><title>697DCK24F00922 — $69k — Department of Transportation — 2024-08-21</title></rect><rect x=\"469.5\" y=\"168.3\" width=\"4.0\" height=\"47.7\" class=\"pp-bar\"><title>HT001524F0120 — $743k — Department of Defense — 2024-08-26</title></rect><rect x=\"474.7\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>70CMSD24FR0000122 — $80k — Department of Homeland Security — 2024-09-01</title></rect><rect x=\"479.9\" y=\"161.0\" width=\"4.0\" height=\"55.0\" class=\"pp-bar\"><title>15F06724F0001834 — $856k — Department of Justice — 2024-09-16</title></rect><rect x=\"485.1\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>N0018924FZ430 — $119k — Department of Defense — 2024-09-26</title></rect><rect x=\"490.4\" y=\"212.7\" width=\"4.0\" height=\"3.3\" class=\"pp-bar\"><title>HT001524K0010 — $52k — Department of Defense — 2024-09-30</title></rect><rect x=\"495.6\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>HT001524K0021 — $62k — Department of Defense — 2024-09-30</title></rect><rect x=\"500.8\" y=\"212.1\" width=\"4.0\" height=\"3.9\" class=\"pp-bar\"><title>12314425F0033 — $61k — Department of Agriculture — 2024-12-09</title></rect><rect x=\"506.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102825F0125 — $27k — Department of Defense — 2025-01-29</title></rect><rect x=\"511.3\" y=\"193.1\" width=\"4.0\" height=\"22.9\" class=\"pp-bar\"><title>FA860425FB084 — $357k — Department of Defense — 2025-02-13</title></rect><rect x=\"516.5\" y=\"196.0\" width=\"4.0\" height=\"20.0\" class=\"pp-bar\"><title>70CMSD25FR0000014 — $311k — Department of Homeland Security — 2025-03-01</title></rect><rect x=\"521.7\" y=\"208.6\" width=\"4.0\" height=\"7.4\" class=\"pp-bar\"><title>HC102825F0285 — $115k — Department of Defense — 2025-04-01</title></rect><rect x=\"526.9\" y=\"172.4\" width=\"4.0\" height=\"43.6\" class=\"pp-bar\"><title>FA440725F0043 — $679k — Department of Defense — 2025-04-14</title></rect><rect x=\"532.2\" y=\"194.5\" width=\"4.0\" height=\"21.5\" class=\"pp-bar\"><title>FA852725FB019 — $335k — Department of Defense — 2025-04-27</title></rect><rect x=\"537.4\" y=\"199.9\" width=\"4.0\" height=\"16.1\" class=\"pp-bar\"><title>N0042125F7068 — $250k — Department of Defense — 2025-05-31</title></rect><rect x=\"542.6\" y=\"209.0\" width=\"4.0\" height=\"7.0\" class=\"pp-bar\"><title>SP470125F0076 — $108k — Department of Defense — 2025-05-31</title></rect><rect x=\"547.8\" y=\"210.3\" width=\"4.0\" height=\"5.7\" class=\"pp-bar\"><title>89233125FNA400682 — $89k — Department of Energy — 2025-07-01</title></rect><rect x=\"553.1\" y=\"198.2\" width=\"4.0\" height=\"17.8\" class=\"pp-bar\"><title>N0018925FZ267 — $277k — Department of Defense — 2025-07-22</title></rect><rect x=\"558.3\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>68HE0P25F0015 — $77k — Environmental Protection Agency — 2025-07-30</title></rect><rect x=\"563.5\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK25F00728 — $41k — Department of Transportation — 2025-08-11</title></rect><rect x=\"568.7\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HC102825F0664 — $54k — Department of Defense — 2025-08-18</title></rect><rect x=\"574.0\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>697DCK25F00791 — $74k — Department of Transportation — 2025-08-20</title></rect><rect x=\"579.2\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK25F00829 — $41k — Department of Transportation — 2025-08-27</title></rect><rect x=\"584.4\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>N6600125F0884 — $65k — Department of Defense — 2025-09-11</title></rect><rect x=\"589.6\" y=\"210.7\" width=\"4.0\" height=\"5.3\" class=\"pp-bar\"><title>FA440725S3034 — $82k — Department of Defense — 2025-09-15</title></rect><rect x=\"594.9\" y=\"167.6\" width=\"4.0\" height=\"48.4\" class=\"pp-bar\"><title>HT001525F0072 — $753k — Department of Defense — 2025-09-26</title></rect><rect x=\"600.1\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>HT001525K0103 — $78k — Department of Defense — 2025-09-26</title></rect><rect x=\"605.3\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HT001525K0075 — $55k — Department of Defense — 2025-09-30</title></rect><rect x=\"610.5\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>12314426F0034 — $59k — Department of Agriculture — 2025-12-30</title></rect><rect x=\"615.8\" y=\"169.1\" width=\"4.0\" height=\"46.9\" class=\"pp-bar\"><title>36C10B26F0065 — $731k — Department of Veterans Affairs — 2026-02-04</title></rect><rect x=\"621.0\" y=\"193.2\" width=\"4.0\" height=\"22.8\" class=\"pp-bar\"><title>FA860426FB063 — $355k — Department of Defense — 2026-02-12</title></rect><rect x=\"626.2\" y=\"204.3\" width=\"4.0\" height=\"11.7\" class=\"pp-bar\"><title>1305M326F0028 — $182k — Department of Commerce — 2026-04-01</title></rect><rect x=\"631.5\" y=\"206.4\" width=\"4.0\" height=\"9.6\" class=\"pp-bar\"><title>HC102826F0183 — $150k — Department of Defense — 2026-04-01</title></rect><rect x=\"636.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6426726F4026 — $18k — Department of Defense — 2026-04-01</title></rect><rect x=\"641.9\" y=\"204.0\" width=\"4.0\" height=\"12.0\" class=\"pp-bar\"><title>FA852726FB026 — $187k — Department of Defense — 2026-04-30</title></rect><rect x=\"647.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0017326F1806 — $18k — Department of Defense — 2026-05-08</title></rect><rect x=\"652.4\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK26F00575 — $43k — Department of Transportation — 2026-06-25</title></rect><rect x=\"657.6\" y=\"200.7\" width=\"4.0\" height=\"15.3\" class=\"pp-bar\"><title>N0018926FD100 — $239k — Department of Defense — 2026-07-01</title></rect><rect x=\"662.8\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>68HERW26F0155 — $77k — Environmental Protection Agency — 2026-07-09</title></rect><rect x=\"668.0\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK26F00730 — $42k — Department of Transportation — 2026-07-22</title></rect><rect x=\"673.3\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>697DCK26F00797 — $76k — Department of Transportation — 2026-08-05</title></rect><rect x=\"678.5\" y=\"203.1\" width=\"4.0\" height=\"12.9\" class=\"pp-bar\"><title>36C10B26F0283 — $200k — Department of Veterans Affairs — 2026-09-01</title></rect><rect x=\"683.7\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>70CMSD26FR0000139 — $85k — Department of Homeland Security — 2026-09-15</title></rect><rect x=\"688.9\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>7571TE26F80283 — $42k — Department of Health and Human Services — 2026-09-15</title></rect><rect x=\"694.2\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>28321326FA0010219 — $3.0M — Social Security Administration — 2026-09-24</title></rect><rect x=\"699.4\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>70Z04326FSMTC0008 — $119k — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2016-09-14</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (124 awards, obligated)</text></svg>",
      "published_date": "2026-09-28",
      "url": "/mongodb/",
      "changelog": [
        {
          "date": "2026-09-29",
          "note": "Initial publication: 124 awards, $14,240–$2,989,473."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $2,989,473 -> $2,159,834"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "sas",
      "product_name": "SAS",
      "vendor": "SAS Institute Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "HSCETE15F00059",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2015-08-05",
          "end_date": "2016-08-14",
          "amount": 16863.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "THREE (3) SAS ANALYTICS PRO",
          "psc_code": "7042",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE15F00059_7012_GS35F0170K_4730"
        },
        {
          "award_id": "HSCETE17F00037",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2017-08-15",
          "end_date": "2020-08-14",
          "amount": 17632.0,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 5877.33,
            "unit": "user",
            "quantity": 3.0,
            "basis": "$17,632.00 ÷ 3 users = $5,877.33 per user"
          },
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "LICENSE RENEWAL FOR SAS ANALYTICS PRO FOR 3 USERS-PC",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE17F00037_7012_GS35F0170K_4730"
        },
        {
          "award_id": "70CTD018FR0000120",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2018-06-12",
          "end_date": "2023-06-29",
          "amount": 87046.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "FOR IHSC, TO PROCURE FIVE (5) NEW SAS INSTITUTE ANALYTICS PRO 9.3 SOFTWARE LICENSES. LICIENSES WILL BE USED TO UPDATE CURRENT/NEW EMPLOYEES WITH OUTDATED/MISSING SOFTWARE AND NO WARRANTY. THE IT SERVICE REQUEST APPROVAL REQ IS REQ0055730.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD018FR0000120_7012_47QTCA18D0081_4732"
        },
        {
          "award_id": "75F40119F80041",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2019-05-08",
          "end_date": "2020-05-14",
          "amount": 1228134.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "THE PURPOSE OF THIS BILATERAL ORDER IS FOR SAS VIYA ADVANCED INFORMATICS AND ANALYTICS CLOUD TOOLS FOR FDA STAFF. THE PERIOD OF PERFORMANCE FOR THIS ORDER WILL BE FROM 05/15/2019 TO 05/17/2020 WITH 4 ADDITIONAL OPTION YEARS.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40119F80041_7524_47QTCA18D0081_4732"
        },
        {
          "award_id": "89603019F0070",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Energy",
          "sub_agency": "Federal Energy Regulatory Commission",
          "action_date": "2019-09-30",
          "end_date": "2020-09-29",
          "amount": 377771.54,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "SAS VIYA TEST AND DEVELOPMENT ENVIRONMENT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_89603019F0070_8960_47QTCA18D0081_4732"
        },
        {
          "award_id": "15JA0519F00000387",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Justice",
          "sub_agency": "Offices, Boards and Divisions",
          "action_date": "2019-09-30",
          "end_date": "2023-09-29",
          "amount": 125037.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAS ANALYTICS PRO SOFTWARE ANNUAL SUPPORT",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15JA0519F00000387_1501_47QTCA18D0081_4732"
        },
        {
          "award_id": "HT001520F0011",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2020-01-14",
          "end_date": "2024-01-14",
          "amount": 39176.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SAS ANALYTICS SOFTWARE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001520F0011_9700_47QTCA18D0081_4732"
        },
        {
          "award_id": "70T01020P3NHRM044",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2020-03-30",
          "end_date": "2021-03-14",
          "amount": 12242.0,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 3060.5,
            "unit": "user",
            "quantity": 4.0,
            "basis": "$12,242.00 ÷ 4 users = $3,060.50 per user per year"
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        },
        {
          "pattern": "renewal",
          "award_id": "75P00125F80010",
          "excerpt": "SAS ANALYTICS PRO SOFTWARE LICENSES WITH ANNUAL MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "75P00125F80010",
          "excerpt": "SAS ANALYTICS PRO SOFTWARE LICENSES WITH ANNUAL MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "HT001524F0010",
          "excerpt": "SAS/ANALYTICS PRO - 3 PC USERS"
        },
        {
          "pattern": "licences",
          "award_id": "1604DC23F00006",
          "excerpt": "SAS ANALYTICS PRO (ON SAS 9.X)-INCLUDES BASE SAS, SAS/STAT, SAS/GRAPH FOR PC 2 USERS, WINDOWS OS IN ACCORDANCE WITH QUOTE EIS-05548-C9T3"
        },
        {
          "pattern": "renewal",
          "award_id": "693JK422F95018N",
          "excerpt": "THE PURPOSE OF THIS PURCHASE REQUEST IS FOR ANNUAL SAS ANALYTICS SOFTWARE SUBSCRIPTION."
        },
        {
          "pattern": "licences",
          "award_id": "693JK422F95018N",
          "excerpt": "THE PURPOSE OF THIS PURCHASE REQUEST IS FOR ANNUAL SAS ANALYTICS SOFTWARE SUBSCRIPTION."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC26F0011",
          "excerpt": "FY26 ANNUAL SAS ANALYTICS RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA048",
          "excerpt": "SAS ANALYTICS SOFTWARE MAINTENANCE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FA060",
          "excerpt": "SAS ANALYTICS MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "9594CS24F0057",
          "excerpt": "SAS ANALYTICS RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22FA742",
          "excerpt": "ANNUAL MAINTENANCE FOR SAS ANALYTICS SOFTWARE"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22F0120",
          "excerpt": "SAS ANALYTICS RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HSCETE17F00037",
          "excerpt": "LICENSE RENEWAL FOR SAS ANALYTICS PRO FOR 3 USERS-PC"
        },
        {
          "pattern": "licences",
          "award_id": "HSCETE17F00037",
          "excerpt": "LICENSE RENEWAL FOR SAS ANALYTICS PRO FOR 3 USERS-PC"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC23FA755",
          "excerpt": "SAS ANALYTICS PRO, ENTERPRISE MINER & TEXT MINER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "W91CRB25F0103",
          "excerpt": "SAS ANALYTICS PRO SQL ANNUAL MANTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22FA744",
          "excerpt": "SAS ANALYTICS, ENTERPRISE MINER AND TEXT MINER ANNUAL MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "W9124J22F0094",
          "excerpt": "SAS ANALYTICS PRO LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "91990422P0018",
          "excerpt": "SAS ANALYTICS PRO RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "70FA3026F00000154",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE SUPPORT AND MAINTENANCE FOR FIVE (5) USERS OF STATISTICAL ANALYSIS SYSTEMS (SAS) ANALYTICS PRO AND STATISTICAL ANALYSIS SYSTEMS (SAS) ACCESS TO PERSONAL CO"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA3026F00000154",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE SUPPORT AND MAINTENANCE FOR FIVE (5) USERS OF STATISTICAL ANALYSIS SYSTEMS (SAS) ANALYTICS PRO AND STATISTICAL ANALYSIS SYSTEMS (SAS) ACCESS TO PERSONAL CO"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3026F00000154",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE SUPPORT AND MAINTENANCE FOR FIVE (5) USERS OF STATISTICAL ANALYSIS SYSTEMS (SAS) ANALYTICS PRO AND STATISTICAL ANALYSIS SYSTEMS (SAS) ACCESS TO PERSONAL CO"
        },
        {
          "pattern": "renewal",
          "award_id": "70FB8025F00000062",
          "excerpt": "MAINTENANCE FOR STATISTICAL ANALYSIS SOFTWARE (SAS) ANALYTICS PRO FOR 5 USERS"
        },
        {
          "pattern": "licences",
          "award_id": "70FB8025F00000062",
          "excerpt": "MAINTENANCE FOR STATISTICAL ANALYSIS SOFTWARE (SAS) ANALYTICS PRO FOR 5 USERS"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC25FA847",
          "excerpt": "SAS ANALYTICS PRO 1 USER-PC, WINDOWS 64 & ADD-ONS"
        },
        {
          "pattern": "renewal",
          "award_id": "70T01020P3NHRM044",
          "excerpt": "PROCUREMENT OF ANNUAL MAINTENANCE FOR SITE ID# 882091, SAS BRAND SOFTWARE APPLICATION, SAS ANALYTICS PRO, SAS/ACCESS TO PCFF, AND SAS/ACCESS TO ORACLE FOR 4 USERS."
        },
        {
          "pattern": "licences",
          "award_id": "70T01020P3NHRM044",
          "excerpt": "PROCUREMENT OF ANNUAL MAINTENANCE FOR SITE ID# 882091, SAS BRAND SOFTWARE APPLICATION, SAS ANALYTICS PRO, SAS/ACCESS TO PCFF, AND SAS/ACCESS TO ORACLE FOR 4 USERS."
        },
        {
          "pattern": "renewal",
          "award_id": "693JK425F90001N",
          "excerpt": "THIS NEW TASK ORDER PROVIDES ACCESS TO THE OFFICE OF ECONOMICS TO THE SAS ANALYTICS SOFTWARE SUBSCRIPTION. ACCESS TO THIS SOFTWARE WILL ENABLE THE STB TO PERFORM DATA ANALYTICS AND EVALUATE VARIOUS ST"
        },
        {
          "pattern": "licences",
          "award_id": "693JK425F90001N",
          "excerpt": "THIS NEW TASK ORDER PROVIDES ACCESS TO THE OFFICE OF ECONOMICS TO THE SAS ANALYTICS SOFTWARE SUBSCRIPTION. ACCESS TO THIS SOFTWARE WILL ENABLE THE STB TO PERFORM DATA ANALYTICS AND EVALUATE VARIOUS ST"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4024F00000199",
          "excerpt": "MAINTENANCE FOR SAS ANALYTICS PRO"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4023F00000231",
          "excerpt": "MAINTENANCE FOR SAS ANALYTICS PRO"
        },
        {
          "pattern": "renewal",
          "award_id": "15JC1V26F00000026",
          "excerpt": "SAS ANALYTICS PRO ANNUAL MAINTENANCE RENEWAL FOR THE CIVIL DIVISION"
        },
        {
          "pattern": "renewal",
          "award_id": "15JC1V25F00000011",
          "excerpt": "SAS ANALYTICS PRO ANNUAL MAINTENANCE RENEWAL FOR THE CIVIL DIVISION"
        },
        {
          "pattern": "renewal",
          "award_id": "70LGLY22FSSB00087",
          "excerpt": "SAS ANALYTICS AND ACCESS MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "W91QV122F0475",
          "excerpt": "SAS/ANALYTICS PRO FOR 1 USER"
        },
        {
          "pattern": "licences",
          "award_id": "N6311623F0301",
          "excerpt": "SAS ANALYTICS PRO FOR 1 USER"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 62,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 62,
        "low": 3119.0,
        "p25": 19632.25,
        "median": 42542.48,
        "p75": 215782.41,
        "high": 5338670.3,
        "from": "2015-08-05",
        "to": "2026-09-30"
      },
      "clean_count": 62,
      "scope_counts": {
        "services": 8,
        "license": 42,
        "renewal": 20,
        "support": 21,
        "unknown": 23
      },
      "observed_low": 3119.0,
      "observed_high": 5338670.3,
      "observed_median": 42542.48,
      "observed_total": 25235426.46,
      "award_count": 114,
      "agency_count": 21,
      "date_range": {
        "from": "2015-08-05",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "SAS",
      "slug": "sas",
      "prose": {
        "answer_lead": "Public agencies have awarded 114 contracts naming SAS, from $3,119 to $5,338,670, each traced to a USAspending record. 62 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "A Department of Veterans Affairs award for $3,806,832.36 included a 'consolidated renewal of brand name SAS Analytics Pro software associated annual maintenance.' A Department of the Treasury award for $1,624,007.46 covered 'annual maintenance of the SAS and SAS Viya desktop software suite/server software and SAS Viya principal consultant services support for user training.'",
        "faq": [
          {
            "question": "What is the typical cost for SAS licenses and renewals?",
            "answer": "A quarter of these awards were for $19,632.25 or less, while another quarter were for $215,782.41 or more. The lowest observed award was $3,119 and the highest was $5,338,670.30.",
            "award_ids": []
          },
          {
            "question": "Are there hidden costs or additional services frequently included with SAS contracts?",
            "answer": "Yes, contract descriptions indicate that 'maintenance' and 'support' are often included. For instance, a Department of Defense award for $44,824 included 'software licenses and maintenance support.' Another Department of the Treasury award for $661,011.62 was for 'SAS Analytics, software and maintenance.'",
            "award_ids": [
              "M0026422F0253",
              "20342821F00014",
              "89303022FEI400125",
              "2031JW25F00010",
              "123A9421C0016"
            ]
          },
          {
            "question": "What is the range of contract amounts for SAS licenses?",
            "answer": "The lowest observed contract award for SAS was $3,119 from the Department of Defense. The highest observed contract award for SAS was $5,338,670.30 from the Department of Agriculture.",
            "award_ids": [
              "W91QV122F0475",
              "N6311623F0301",
              "1232SA20F0182"
            ]
          },
          {
            "question": "What is the typical cost for SAS Analytics Pro licenses?",
            "answer": "Awards for SAS Analytics Pro licenses vary. A Department of Justice award for 'SAS Analytics Pro for a single virtual machine with 2 total processor cores' was $8,628.",
            "award_ids": [
              "W91QV122F0475",
              "N6311623F0301",
              "HT001523F0020",
              "15JCRT21F00000048"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 284 contract awards.",
            "The Department of Defense has awarded contracts.",
            "empty_faq_answer: Which agencies most frequently award contracts for SAS?"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for SAS from SAS Institute Inc. for as",
            "US public agencies have awarded contracts for SAS from SAS Institute Inc. for as",
            "Buyers should note that several contract descriptions indicate that 'maintenance",
            "Based on 62 license and renewal awards, the median contract total for SAS is $42",
            "Yes, contract descriptions indicate that 'maintenance' and 'support' are often i",
            "The lowest observed contract award for a SAS license was $3,119 from the Departm",
            "The Department of Defense is the most frequent awarding agency, with 29 contract",
            "The Department of Defense has awarded 29 contracts.",
            "Awards for SAS Analytics Pro licenses vary. For example, the Department of Defen"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 114 public contract awards from 21 awarding agencies.",
          "The figures below are computed from 62 licence and renewal awards; the other 52 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 13.6, and the highest is 1711.7 times the lowest.",
          "29 of 114 awards (25%) come from Department of Defense.",
          "The most frequent recipient across these awards is EXECUTIVE INFORMATION SYSTEMS, L.L.C., on 105 awards (92%).",
          "The records span 2015-08-05 to 2026-09-30."
        ],
        "numbers": [
          25,
          92,
          1711.7,
          13.6,
          21,
          29,
          105,
          62,
          52
        ],
        "basis_sentence": "The figures below are computed from 62 licence and renewal awards; the other 52 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "services": 8,
          "license": 42,
          "renewal": 20,
          "support": 21,
          "unknown": 23
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Justice",
          "National Aeronautics and Space Administration",
          "Department of Health and Human Services",
          "Department of Agriculture",
          "Department of Veterans Affairs",
          "Department of the Treasury",
          "Department of Commerce",
          "Consumer Product Safety Commission",
          "Department of Transportation",
          "Department of Energy",
          "Department of Education",
          "Merit Systems Protection Board",
          "Government Accountability Office",
          "Department of State",
          "International Trade Commission",
          "Department of Labor",
          "Commodity Futures Trading Commission",
          "Court Services and Offender Supervision Agency",
          "General Services Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 15,
          "Department of Health and Human Services": 7,
          "Department of Energy": 2,
          "Department of Justice": 12,
          "Department of Defense": 29,
          "Department of Agriculture": 6,
          "Department of Education": 2,
          "Government Accountability Office": 1,
          "Department of the Treasury": 5,
          "Department of Veterans Affairs": 6,
          "Consumer Product Safety Commission": 4,
          "National Aeronautics and Space Administration": 8,
          "Department of Transportation": 4,
          "Department of State": 1,
          "Department of Commerce": 5,
          "International Trade Commission": 1,
          "Department of Labor": 1,
          "Commodity Futures Trading Commission": 1,
          "Merit Systems Protection Board": 2,
          "Court Services and Offender Supervision Agency": 1,
          "General Services Administration": 1
        },
        "recipient_counts": {
          "EXECUTIVE INFORMATION SYSTEMS, L.L.C.": 105,
          "APPLIED ENTERPRISE MANAGEMENT CORPORATION": 1,
          "VENTECH, INC.": 1,
          "SAS INSTITUTE INC": 1,
          "GOVSMART, INC.": 2,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "ALLIANCE GLOBAL TECH INC.": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
        "spread_ratio": 1711.7
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for SAS\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$3.9M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$7.8M</text><line x1=\"56\" y1=\"214.9\" x2=\"704\" y2=\"214.9\" class=\"pp-median\"/><text x=\"704\" y=\"208.9\" class=\"pp-median-label\" text-anchor=\"end\">median $43k</text><rect x=\"56.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE15F00059 — $17k — Department of Homeland Security — 2015-08-05</title></rect><rect x=\"62.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE17F00037 — $18k — Department of Homeland Security — 2017-08-15</title></rect><rect x=\"68.2\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>70CTD018FR0000120 — $87k — Department of Homeland Security — 2018-06-12</title></rect><rect x=\"73.9\" y=\"185.6\" width=\"4.0\" height=\"30.4\" class=\"pp-bar\"><title>75F40119F80041 — $1.2M — Department of Health and Human Services — 2019-05-08</title></rect><rect x=\"79.6\" y=\"206.7\" width=\"4.0\" height=\"9.3\" class=\"pp-bar\"><title>89603019F0070 — $378k — Department of Energy — 2019-09-30</title></rect><rect x=\"85.3\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>15JA0519F00000387 — $125k — Department of Justice — 2019-09-30</title></rect><rect x=\"90.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001520F0011 — $39k — Department of Defense — 2020-01-14</title></rect><rect x=\"96.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70T01020P3NHRM044 — $12k — Department of Homeland Security — 2020-03-30</title></rect><rect x=\"102.3\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>N6426720F0099 — $105k — Department of Defense — 2020-05-21</title></rect><rect x=\"108.0\" y=\"84.0\" width=\"4.0\" height=\"132.0\" class=\"pp-bar\"><title>1232SA20F0182 — $5.3M — Department of Agriculture — 2020-09-11</title></rect><rect x=\"113.7\" y=\"204.7\" width=\"4.0\" height=\"11.3\" class=\"pp-bar\"><title>91990021F0314 — $457k — Department of Education — 2021-03-16</title></rect><rect x=\"119.4\" y=\"178.5\" width=\"4.0\" height=\"37.5\" class=\"pp-bar\"><title>05GA0A21F0031 — $1.5M — Government Accountability Office — 2021-05-25</title></rect><rect x=\"125.1\" y=\"199.7\" width=\"4.0\" height=\"16.3\" class=\"pp-bar\"><title>20342821F00014 — $661k — Department of the Treasury — 2021-07-15</title></rect><rect x=\"130.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C26021F0633 — $71k — Department of Veterans Affairs — 2021-09-15</title></rect><rect x=\"136.4\" y=\"169.4\" width=\"4.0\" height=\"46.6\" class=\"pp-bar\"><title>123A9421C0016 — $1.9M — Department of Agriculture — 2021-09-27</title></rect><rect x=\"142.1\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>W91CRB21F0508 — $234k — Department of Defense — 2021-09-28</title></rect><rect x=\"147.8\" y=\"198.2\" width=\"4.0\" height=\"17.8\" class=\"pp-bar\"><title>61320621F0089 — $718k — Consumer Product Safety Commission — 2021-09-30</title></rect><rect x=\"153.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT21F00000048 — $9k — Department of Justice — 2021-10-01</title></rect><rect x=\"159.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C26022F0014 — $69k — Department of Veterans Affairs — 2021-11-30</title></rect><rect x=\"164.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22F0120 — $20k — National Aeronautics and Space Administration — 2021-12-01</title></rect><rect x=\"170.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JJ322F000023 — $50k — Department of Transportation — 2021-12-14</title></rect><rect x=\"176.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F1463 — $37k — Department of State — 2022-03-31</title></rect><rect x=\"181.9\" y=\"121.9\" width=\"4.0\" height=\"94.1\" class=\"pp-bar\"><title>36C10B22F0106 — $3.8M — Department of Veterans Affairs — 2022-04-01</title></rect><rect x=\"187.6\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>SP470122F0047 — $106k — Department of Defense — 2022-05-01</title></rect><rect x=\"193.3\" y=\"203.6\" width=\"4.0\" height=\"12.4\" class=\"pp-bar\"><title>75F40122F19008 — $500k — Department of Health and Human Services — 2022-05-02</title></rect><rect x=\"198.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6133122F0115 — $21k — Department of Defense — 2022-06-23</title></rect><rect x=\"204.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>123A9422F0099 — $69k — Department of Agriculture — 2022-07-08</title></rect><rect x=\"210.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C10B22F0185 — $72k — Department of Veterans Affairs — 2022-07-15</title></rect><rect x=\"216.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>91990422P0018 — $14k — Department of Education — 2022-07-15</title></rect><rect x=\"221.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JK422F95018N — $23k — Department of Transportation — 2022-08-12</title></rect><rect x=\"227.4\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>1333LF22FNFFK0079 — $102k — Department of Commerce — 2022-08-17</title></rect><rect x=\"233.1\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>12314422F0624 — $140k — Department of Agriculture — 2022-08-25</title></rect><rect x=\"238.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70LGLY22FSSB00087 — $4k — Department of Homeland Security — 2022-08-31</title></rect><rect x=\"244.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22FA744 — $16k — National Aeronautics and Space Administration — 2022-09-15</title></rect><rect x=\"250.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>M0026422F0253 — $45k — Department of Defense — 2022-09-22</title></rect><rect x=\"255.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91QV122F0475 — $3k — Department of Defense — 2022-09-23</title></rect><rect x=\"261.5\" y=\"192.8\" width=\"4.0\" height=\"23.2\" class=\"pp-bar\"><title>89303022FEI400125 — $936k — Department of Energy — 2022-09-30</title></rect><rect x=\"267.2\" y=\"198.3\" width=\"4.0\" height=\"17.7\" class=\"pp-bar\"><title>61320622F0065 — $717k — Consumer Product Safety Commission — 2022-09-30</title></rect><rect x=\"272.8\" y=\"212.4\" width=\"4.0\" height=\"3.6\" class=\"pp-bar\"><title>W52P1J22F0398 — $145k — Department of Defense — 2022-09-30</title></rect><rect x=\"278.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB22F0467 — $18k — Department of Defense — 2022-09-30</title></rect><rect x=\"284.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9124J22F0094 — $14k — Department of Defense — 2022-09-30</title></rect><rect x=\"289.9\" y=\"204.2\" width=\"4.0\" height=\"11.8\" class=\"pp-bar\"><title>12314422F0696 — $478k — Department of Agriculture — 2022-10-01</title></rect><rect x=\"295.6\" y=\"212.3\" width=\"4.0\" height=\"3.7\" class=\"pp-bar\"><title>34300022P0035 — $151k — International Trade Commission — 2022-10-01</title></rect><rect x=\"301.3\" y=\"191.4\" width=\"4.0\" height=\"24.6\" class=\"pp-bar\"><title>FA301623F0006 — $993k — Department of Defense — 2022-10-01</title></rect><rect x=\"306.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT22F00000030 — $9k — Department of Justice — 2022-10-01</title></rect><rect x=\"312.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22FA742 — $20k — National Aeronautics and Space Administration — 2022-12-01</title></rect><rect x=\"318.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JJ323F00025N — $50k — Department of Transportation — 2022-12-15</title></rect><rect x=\"324.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001523F0020 — $73k — Department of Defense — 2023-02-15</title></rect><rect x=\"329.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6133123FG068 — $6k — Department of Defense — 2023-03-23</title></rect><rect x=\"335.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6311623F0301 — $3k — Department of Defense — 2023-04-01</title></rect><rect x=\"341.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1604DC23F00006 — $26k — Department of Labor — 2023-04-19</title></rect><rect x=\"346.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA4023F00000231 — $11k — Department of Homeland Security — 2023-05-02</title></rect><rect x=\"352.4\" y=\"189.6\" width=\"4.0\" height=\"26.4\" class=\"pp-bar\"><title>75F40123F19013 — $1.1M — Department of Health and Human Services — 2023-05-08</title></rect><rect x=\"358.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>61320623F0040 — $18k — Consumer Product Safety Commission — 2023-05-18</title></rect><rect x=\"363.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70VT1523F00018 — $52k — Department of Homeland Security — 2023-07-13</title></rect><rect x=\"369.5\" y=\"203.9\" width=\"4.0\" height=\"12.1\" class=\"pp-bar\"><title>9523ZY23F0060 — $490k — Commodity Futures Trading Commission — 2023-08-31</title></rect><rect x=\"375.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>41311423F0082MSP — $18k — Merit Systems Protection Board — 2023-09-07</title></rect><rect x=\"380.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23FA755 — $17k — National Aeronautics and Space Administration — 2023-09-15</title></rect><rect x=\"386.5\" y=\"191.3\" width=\"4.0\" height=\"24.7\" class=\"pp-bar\"><title>2032H523F00804 — $999k — Department of the Treasury — 2023-09-28</title></rect><rect x=\"392.2\" y=\"151.6\" width=\"4.0\" height=\"64.4\" class=\"pp-bar\"><title>12314423F0780 — $2.6M — Department of Agriculture — 2023-09-30</title></rect><rect x=\"397.9\" y=\"175.7\" width=\"4.0\" height=\"40.3\" class=\"pp-bar\"><title>61320623F2058 — $1.6M — Consumer Product Safety Commission — 2023-09-30</title></rect><rect x=\"403.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT23F00000051 — $9k — Department of Justice — 2023-10-01</title></rect><rect x=\"409.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCE023F00000106 — $11k — Department of Justice — 2023-10-15</title></rect><rect x=\"414.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24FA060 — $21k — National Aeronautics and Space Administration — 2023-12-01</title></rect><rect x=\"420.6\" y=\"158.9\" width=\"4.0\" height=\"57.1\" class=\"pp-bar\"><title>SP470124F0038 — $2.3M — Department of Defense — 2023-12-31</title></rect><rect x=\"426.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JC1V24F00000029 — $28k — Department of Justice — 2023-12-31</title></rect><rect x=\"432.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001524F0010 — $28k — Department of Defense — 2024-01-15</title></rect><rect x=\"437.7\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>HT001524P0008 — $123k — Department of Defense — 2024-04-01</title></rect><rect x=\"443.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6817124F0071 — $11k — Department of Defense — 2024-04-23</title></rect><rect x=\"449.1\" y=\"192.4\" width=\"4.0\" height=\"23.6\" class=\"pp-bar\"><title>70SBUR24F00000110 — $953k — Department of Homeland Security — 2024-04-26</title></rect><rect x=\"454.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA4024F00000199 — $12k — Department of Homeland Security — 2024-05-01</title></rect><rect x=\"460.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018924FG046 — $8k — Department of Defense — 2024-06-06</title></rect><rect x=\"466.1\" y=\"208.0\" width=\"4.0\" height=\"8.0\" class=\"pp-bar\"><title>70SBUR24F00000146 — $325k — Department of Homeland Security — 2024-07-15</title></rect><rect x=\"471.8\" y=\"207.9\" width=\"4.0\" height=\"8.1\" class=\"pp-bar\"><title>75F40124F19016 — $326k — Department of Health and Human Services — 2024-08-30</title></rect><rect x=\"477.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15G1AC24F00000044 — $15k — Department of Justice — 2024-08-31</title></rect><rect x=\"483.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JK425F90001N — $12k — Department of Transportation — 2024-09-01</title></rect><rect x=\"488.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA800324F0101 — $63k — Department of Defense — 2024-09-04</title></rect><rect x=\"494.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>9594CS24F0057 — $20k — Court Services and Offender Supervision Agency — 2024-09-15</title></rect><rect x=\"500.2\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>70SBUR24F00000175 — $240k — Department of Homeland Security — 2024-09-30</title></rect><rect x=\"505.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L524F13041096 — $30k — Department of Commerce — 2024-09-30</title></rect><rect x=\"511.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JA0524F00000267 — $73k — Department of Justice — 2024-09-30</title></rect><rect x=\"517.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB24F0487 — $47k — Department of Defense — 2024-09-30</title></rect><rect x=\"522.9\" y=\"175.8\" width=\"4.0\" height=\"40.2\" class=\"pp-bar\"><title>2031JW25F00010 — $1.6M — Department of the Treasury — 2024-10-01</title></rect><rect x=\"528.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT24F00000063 — $10k — Department of Justice — 2024-10-01</title></rect><rect x=\"534.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA048 — $22k — National Aeronautics and Space Administration — 2024-12-01</title></rect><rect x=\"540.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JC1V25F00000011 — $7k — Department of Justice — 2024-12-31</title></rect><rect x=\"545.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75P00125F80010 — $34k — Department of Health and Human Services — 2025-01-31</title></rect><rect x=\"551.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB25F0103 — $16k — Department of Defense — 2025-01-31</title></rect><rect x=\"557.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N95C25F00003 — $38k — Department of Health and Human Services — 2025-02-15</title></rect><rect x=\"562.7\" y=\"204.8\" width=\"4.0\" height=\"11.2\" class=\"pp-bar\"><title>70SBUR25F00000098 — $455k — Department of Homeland Security — 2025-06-02</title></rect><rect x=\"568.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FB8025F00000062 — $13k — Department of Homeland Security — 2025-07-11</title></rect><rect x=\"574.1\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>HT001525K0080 — $206k — Department of Defense — 2025-07-31</title></rect><rect x=\"579.8\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>20341025F00002 — $84k — Department of the Treasury — 2025-08-15</title></rect><rect x=\"585.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA847 — $12k — National Aeronautics and Space Administration — 2025-08-18</title></rect><rect x=\"591.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333MF25F0066 — $31k — Department of Commerce — 2025-09-18</title></rect><rect x=\"596.8\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>FA239625FB255 — $160k — Department of Defense — 2025-09-30</title></rect><rect x=\"602.5\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>HT001525K0105 — $87k — Department of Defense — 2025-09-30</title></rect><rect x=\"608.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC25FA186 — $54k — Department of Defense — 2025-09-30</title></rect><rect x=\"613.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB25FA237 — $49k — Department of Defense — 2025-09-30</title></rect><rect x=\"619.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L525F13501187 — $43k — Department of Commerce — 2025-09-30</title></rect><rect x=\"625.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB25FA243 — $23k — Department of Defense — 2025-09-30</title></rect><rect x=\"630.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47QACA25F0333 — $22k — General Services Administration — 2025-10-01</title></rect><rect x=\"636.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC26F0011 — $22k — National Aeronautics and Space Administration — 2025-12-01</title></rect><rect x=\"642.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JC1V26F00000026 — $8k — Department of Justice — 2025-12-31</title></rect><rect x=\"648.0\" y=\"204.4\" width=\"4.0\" height=\"11.6\" class=\"pp-bar\"><title>15PTDD26F00000002 — $468k — Department of Justice — 2026-01-31</title></rect><rect x=\"653.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB26FA071 — $17k — Department of Defense — 2026-01-31</title></rect><rect x=\"659.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341026F00008 — $33k — Department of the Treasury — 2026-02-15</title></rect><rect x=\"665.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N98026F00115 — $39k — Department of Health and Human Services — 2026-05-01</title></rect><rect x=\"670.7\" y=\"159.8\" width=\"4.0\" height=\"56.2\" class=\"pp-bar\"><title>36C10B26F0217 — $2.3M — Department of Veterans Affairs — 2026-07-01</title></rect><rect x=\"676.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA3026F00000154 — $13k — Department of Homeland Security — 2026-07-01</title></rect><rect x=\"682.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333MF26F0054 — $31k — Department of Commerce — 2026-08-31</title></rect><rect x=\"687.8\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>36C10B26F0397 — $7.8M — Department of Veterans Affairs — 2026-09-23</title></rect><rect x=\"693.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70US0926F2GSA2432 — $78k — Department of Homeland Security — 2026-09-30</title></rect><rect x=\"699.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>41311426F0076MSP — $20k — Merit Systems Protection Board — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2015-08-05</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (114 awards, obligated)</text></svg>",
      "published_date": "2026-09-27",
      "url": "/sas/",
      "changelog": [
        {
          "date": "2026-09-28",
          "note": "Initial publication: 114 awards, $3,119–$7,763,614."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $7,763,614 -> $5,338,670"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "qlik",
      "product_name": "Qlik",
      "vendor": "QlikTech International",
      "list_price": {
        "value": 300,
        "unit": "USD per month (billed annually)",
        "publisher": "QlikTech International AB",
        "url": "https://www.qlik.com/us/pricing",
        "quote": "Starter — Starting at $300/mo — For 10 Users, billed annually",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "HHSN271201700159U",
          "recipient": "ALTUM INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2017-09-13",
          "end_date": "2018-09-24",
          "amount": 144570.62,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TO DEVELOP AND MAINTAIN THE AIR DATABASE, WHICH IS AN INTERNAL NIMH ACCOUNTING INTERFACE, AS WELL AS THE ASSOCIATED QLIKVIEW VISUALIZATIONS.",
          "psc_code": "R413",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN271201700159U_7529_GS35F0516L_4730"
        },
        {
          "award_id": "HQ003418P0013",
          "recipient": "INTELLIPEAK SOLUTIONS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Defense",
          "sub_agency": "Washington Headquarters Services",
          "action_date": "2018-02-01",
          "end_date": "2023-01-31",
          "amount": 3408028.18,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "QLIK SENSE ENTERPRISE TOKEN",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQ003418P0013_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "HHSN27800013",
          "recipient": "ALTUM INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2018-02-12",
          "end_date": "2023-06-22",
          "amount": 24932.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DEVELOP THREE TIERED QLIKVIEW DATA MODEL (DIRP/BUDGET OFC.) [NIMH REF#18-003045]",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN27800013_7529_HHSN263201500223B_7529"
        },
        {
          "award_id": "HHSN27800014",
          "recipient": "ALTUM INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2018-03-16",
          "end_date": "2023-03-19",
          "amount": 24880.97,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DEVELOP THREE TIERED QLIKVIEW DATA MODEL [NIMH REF.#18-003904]",
          "psc_code": "D304",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN27800014_7529_HHSN263201500223B_7529"
        },
        {
          "award_id": "24322618P0055",
          "recipient": "INTELLIPEAK SOLUTIONS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Office of Personnel Management",
          "sub_agency": "Office of Personnel Management",
          "action_date": "2018-08-30",
          "end_date": "2023-08-29",
          "amount": 149745.49,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "QLIK SOFTWARE PURCHASE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_24322618P0055_2400_-NONE-_-NONE-"
        },
        {
          "award_id": "68HE0H18F0185",
          "recipient": "EASTERN RESEARCH GROUP INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Environmental Protection Agency",
          "sub_agency": "Environmental Protection Agency",
          "action_date": "2018-09-05",
          "end_date": "2023-11-02",
          "amount": 1195739.03,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "ORDER TO PROVIDE SUPPORT FOR THE USE OF QLIK AND DATA VISUALIZATION IN THE ENFORCEMENT&COMPLIANCE HISTORY ONLINE SYSTEM.",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_68HE0H18F0185_6800_EPBPA18H0001_6800"
        },
        {
          "award_id": "75N92018F00002",
          "recipient": "DELOITTE CONSULTING LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2018-09-19",
          "end_date": "2023-09-18",
          "amount": 5128649.02,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "QLIKVIEW APPLICATION DEVELOPMENT AND SUPPORT",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N92018F00002_7529_HHSN316201200018W_7529"
        },
        {
          "award_id": "W25G1V20F0343",
          "recipient": "IMMIXTECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
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          "award_id": "1605TB24F00056",
          "excerpt": "OSHA, QLIK DATA INTEGRATION GOLD SUPPORT SERVICES FOR A 12-MONTH BASE PERIOD (5/3/2024-5/2/2025) AND TWO 12-MONTH OPTION PERIODS FOR RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "W15QKN25FA334",
          "excerpt": "QLIK SOFTWARE LICENSE AND MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN25FA334",
          "excerpt": "QLIK SOFTWARE LICENSE AND MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "W15QKN24F0441",
          "excerpt": "QLIK LICENSE RENEWAL AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN24F0441",
          "excerpt": "QLIK LICENSE RENEWAL AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "W25G1V22F0416",
          "excerpt": "QLIK LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W25G1V22F0416",
          "excerpt": "QLIK LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "W25G1V21F0264",
          "excerpt": "QLIK LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W25G1V21F0264",
          "excerpt": "QLIK LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "W25G1V20F0343",
          "excerpt": "QLIK SUBSCRIPTION  12 MONTHS"
        },
        {
          "pattern": "licences",
          "award_id": "W25G1V20F0343",
          "excerpt": "QLIK SUBSCRIPTION  12 MONTHS"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN23F0553",
          "excerpt": "ANNUAL QLIK SOFTWARE MAINTENANCE RENEWAL IN SUPPORT OF VIRTUAL CONTRACTING ENTERPRISE"
        },
        {
          "pattern": "renewal",
          "award_id": "W15QKN23F0553",
          "excerpt": "ANNUAL QLIK SOFTWARE MAINTENANCE RENEWAL IN SUPPORT OF VIRTUAL CONTRACTING ENTERPRISE"
        },
        {
          "pattern": "integration",
          "award_id": "HC102826F0179",
          "excerpt": "QLIK DATA INTEGRATION RDBMS"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN22F0514",
          "excerpt": "ANNUAL QLIK SOFTWARE MAINTENANCE RENEWAL IN SUPPORT OF VIRTUAL CONTRACTING ENTERPRISE"
        },
        {
          "pattern": "renewal",
          "award_id": "W15QKN22F0514",
          "excerpt": "ANNUAL QLIK SOFTWARE MAINTENANCE RENEWAL IN SUPPORT OF VIRTUAL CONTRACTING ENTERPRISE"
        },
        {
          "pattern": "licences",
          "award_id": "N0018925FZ755",
          "excerpt": "QLIK SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "12314422F0181",
          "excerpt": "PROVIDE ANNUAL SOFTWARE MAINTENANCE RENEWAL FOR FMS SOFTWARE LICENSES OF QLIK GOLD CLIENT"
        },
        {
          "pattern": "licences",
          "award_id": "12314422F0181",
          "excerpt": "PROVIDE ANNUAL SOFTWARE MAINTENANCE RENEWAL FOR FMS SOFTWARE LICENSES OF QLIK GOLD CLIENT"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC24PA382",
          "excerpt": "SPEAR CONTRACT FOR DATABASE DEVELOPMENT AND QLIK LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "24322623F0176",
          "excerpt": "FY23-28 OCFO QLIK SENSE MAINTENANCE SERVICES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 62,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 62,
        "low": 25000.0,
        "p25": 118481.9,
        "median": 281112.0,
        "p75": 573757.88,
        "high": 5832221.0,
        "from": "2017-09-13",
        "to": "2026-09-30"
      },
      "clean_count": 62,
      "scope_counts": {
        "license": 45,
        "services": 5,
        "unknown": 18,
        "renewal": 17,
        "support": 11,
        "bundle": 2
      },
      "observed_low": 25000.0,
      "observed_high": 5832221.0,
      "observed_median": 281112.0,
      "observed_total": 38703232.96,
      "award_count": 98,
      "agency_count": 12,
      "date_range": {
        "from": "2017-09-13",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Qlik",
      "slug": "qlik",
      "prose": {
        "answer_lead": "The lowest recorded contract award for a license or renewal was $25,000 USD. The highest recorded contract award for a license or renewal was $5,832,221 USD. Public agencies have reported contract awards for Qlik.",
        "renewal_watch": "An award for 1605TB24F00056 was made for $79,356 USD. This award explicitly mentions \"QLIK DATA INTEGRATION GOLD SUPPORT SERVICES\".",
        "faq": [
          {
            "question": "What is the range of contract awards for Qlik licenses and renewals?",
            "answer": "The median contract award for these types of purchases was $281,112 USD.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that combine Qlik licenses with maintenance or support?",
            "answer": "One contract award combines Qlik licenses with maintenance or support.",
            "award_ids": [
              "HQ003421P0036",
              "HT001523F0164",
              "W15QKN25FA334",
              "W15QKN24F0441",
              "7571TE26F80249"
            ]
          },
          {
            "question": "What is the cost of Qlik for a single agency?",
            "answer": "The contract awards for Qlik vary by agency and scope. For example, the Department of Homeland Security had an award for $5,832,221 USD for \"QLIK SENSE SOFTWARE\" (70B04C24F00000733), while the National Aeronautics and Space Administration had an award for $25,000 USD for \"SPEAR CONTRACT FOR DATABASE DEVELOPMENT AND QLIK LICENSE\" (80NSSC24PA382).",
            "award_ids": [
              "70B04C24F00000733",
              "80NSSC24PA382",
              "24322618P0055",
              "75N98120F00001"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have reported contract awards for Qlik. The lowest recorded cont",
            "Public agencies have reported contract awards for Qlik. The lowest recorded cont",
            "When renewing Qlik, agencies should note that contract descriptions sometimes co",
            "One award for $390,039.81 USD included \"QLIK ENTERPRISE SOFTWARE LICENSES & MAIN",
            "Based on 62 license and renewal awards, the lowest recorded contract award for Q",
            "Yes, several contract awards combine Qlik licenses with maintenance or support. ",
            "Several contract awards combine Qlik licenses with maintenance or support."
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 98 public contract awards from 12 awarding agencies.",
          "The figures below are computed from 62 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 11.2, and the highest is 233.3 times the lowest.",
          "58 of 98 awards (59%) come from Department of Defense.",
          "The most frequent recipient across these awards is SWISH DATA CORPORATION, on 31 awards (32%).",
          "The records span 2017-09-13 to 2026-09-30."
        ],
        "numbers": [
          59,
          32,
          233.3,
          11.2,
          12,
          58,
          31,
          62,
          36
        ],
        "basis_sentence": "The figures below are computed from 62 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 45,
          "services": 5,
          "unknown": 18,
          "renewal": 17,
          "support": 11,
          "bundle": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Health and Human Services",
          "Department of Homeland Security",
          "Office of Personnel Management",
          "Environmental Protection Agency",
          "Department of Agriculture",
          "Department of the Treasury",
          "Department of Veterans Affairs",
          "Department of the Interior",
          "National Aeronautics and Space Administration",
          "Department of Labor",
          "Department of Transportation"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 21,
          "Department of Defense": 58,
          "Office of Personnel Management": 3,
          "Environmental Protection Agency": 2,
          "Department of Veterans Affairs": 1,
          "Department of Agriculture": 2,
          "Department of the Treasury": 2,
          "Department of Homeland Security": 5,
          "Department of the Interior": 1,
          "National Aeronautics and Space Administration": 1,
          "Department of Labor": 1,
          "Department of Transportation": 1
        },
        "recipient_counts": {
          "ALTUM INC": 3,
          "INTELLIPEAK SOLUTIONS INC": 3,
          "EASTERN RESEARCH GROUP INC": 2,
          "DELOITTE CONSULTING LLP": 1,
          "IMMIXTECHNOLOGY INC": 4,
          "NEW TECH SOLUTIONS, INC.": 12,
          "AFFIGENT, LLC": 4,
          "REDSKY LLC": 1,
          "ANACAPA MICRO PRODUCTS, INC.": 2,
          "SWISH DATA CORPORATION": 31,
          "FEDTRIBE LLC": 2,
          "FCN, INC.": 2,
          "NEXTECH SOLUTIONS LLC": 2,
          "V3GATE, LLC": 2,
          "BAHFED CORP": 2,
          "EC AMERICA, INC": 3,
          "KA'ALA SYSTEMS TECHNOLOGY CORPORATION": 1,
          "MONSTER GOVERNMENT SOLUTIONS, LLC": 1,
          "NOBLE SUPPLY & LOGISTICS, LLC": 1,
          "GOVSMART, INC.": 3,
          "TECHNUF, LLC": 1,
          "RED ALPHA LLC": 1,
          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 1,
          "BLAZAR TECHNOLOGY SOLUTIONS LLC": 1,
          "SPEAR HUMAN PERFORMANCE INC": 1,
          "VPRIME TECH INC": 1,
          "QBASE, LLC": 1,
          "PARAGON MICRO INC": 2,
          "CARAHSOFT TECHNOLOGY CORP": 5,
          "AUGUST SCHELL ENTERPRISES, INC.": 1,
          "CDW GOVERNMENT LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "SWISH DATA CORPORATION",
        "spread_ratio": 233.3
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Qlik\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.9M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$5.8M</text><line x1=\"56\" y1=\"206.7\" x2=\"704\" y2=\"206.7\" class=\"pp-median\"/><text x=\"704\" y=\"200.7\" class=\"pp-median-label\" text-anchor=\"end\">median $281k</text><rect x=\"57.3\" y=\"211.2\" width=\"4.1\" height=\"4.8\" class=\"pp-bar\"><title>HHSN271201700159U — $145k — Department of Health and Human Services — 2017-09-13</title></rect><rect x=\"63.9\" y=\"103.8\" width=\"4.1\" height=\"112.2\" class=\"pp-bar\"><title>HQ003418P0013 — $3.4M — Department of Defense — 2018-02-01</title></rect><rect x=\"70.5\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>HHSN27800013 — $25k — Department of Health and Human Services — 2018-02-12</title></rect><rect x=\"77.1\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>HHSN27800014 — $25k — Department of Health and Human Services — 2018-03-16</title></rect><rect x=\"83.7\" y=\"211.1\" width=\"4.1\" height=\"4.9\" class=\"pp-bar\"><title>24322618P0055 — $150k — Office of Personnel Management — 2018-08-30</title></rect><rect x=\"90.3\" y=\"176.6\" width=\"4.1\" height=\"39.4\" class=\"pp-bar\"><title>68HE0H18F0185 — $1.2M — Environmental Protection Agency — 2018-09-05</title></rect><rect x=\"96.9\" y=\"47.2\" width=\"4.1\" height=\"168.8\" class=\"pp-bar\"><title>75N92018F00002 — $5.1M — Department of Health and Human Services — 2018-09-19</title></rect><rect x=\"103.5\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W25G1V20F0343 — $50k — Department of Defense — 2020-05-21</title></rect><rect x=\"110.2\" y=\"212.7\" width=\"4.1\" height=\"3.3\" class=\"pp-bar\"><title>24322620P0020 — $100k — Office of Personnel Management — 2020-06-30</title></rect><rect x=\"116.8\" y=\"202.6\" width=\"4.1\" height=\"13.4\" class=\"pp-bar\"><title>HT001520F0107 — $408k — Department of Defense — 2020-08-06</title></rect><rect x=\"123.4\" y=\"143.1\" width=\"4.1\" height=\"72.9\" class=\"pp-bar\"><title>75N98120F00001 — $2.2M — Department of Health and Human Services — 2020-08-20</title></rect><rect x=\"130.0\" y=\"203.2\" width=\"4.1\" height=\"12.8\" class=\"pp-bar\"><title>HQ003421P0036 — $390k — Department of Defense — 2021-02-18</title></rect><rect x=\"136.6\" y=\"195.3\" width=\"4.1\" height=\"20.7\" class=\"pp-bar\"><title>N6893621F0241 — $630k — Department of Defense — 2021-03-15</title></rect><rect x=\"143.2\" y=\"211.4\" width=\"4.1\" height=\"4.6\" class=\"pp-bar\"><title>W912HQ21F0052 — $141k — Department of Defense — 2021-04-02</title></rect><rect x=\"149.8\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W25G1V21F0264 — $50k — Department of Defense — 2021-06-09</title></rect><rect x=\"156.4\" y=\"184.5\" width=\"4.1\" height=\"31.5\" class=\"pp-bar\"><title>36C10B21F0241 — $958k — Department of Veterans Affairs — 2021-08-04</title></rect><rect x=\"163.1\" y=\"44.2\" width=\"4.1\" height=\"171.8\" class=\"pp-bar\"><title>SP470121F0458 — $5.2M — Department of Defense — 2021-09-01</title></rect><rect x=\"169.7\" y=\"209.5\" width=\"4.1\" height=\"6.5\" class=\"pp-bar\"><title>75H71221F80183 — $196k — Department of Health and Human Services — 2021-09-08</title></rect><rect x=\"176.3\" y=\"212.0\" width=\"4.1\" height=\"4.0\" class=\"pp-bar\"><title>W91CRB21F0468 — $123k — Department of Defense — 2021-09-19</title></rect><rect x=\"182.9\" y=\"199.8\" width=\"4.1\" height=\"16.2\" class=\"pp-bar\"><title>W91CRB22F0066 — $493k — Department of Defense — 2021-11-30</title></rect><rect x=\"189.5\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>12314422F0181 — $33k — Department of Agriculture — 2022-02-18</title></rect><rect x=\"196.1\" y=\"204.2\" width=\"4.1\" height=\"11.8\" class=\"pp-bar\"><title>W912HQ22P0033 — $358k — Department of Defense — 2022-02-28</title></rect><rect x=\"202.7\" y=\"209.0\" width=\"4.1\" height=\"7.0\" class=\"pp-bar\"><title>75N92A22F10003 — $212k — Department of Health and Human Services — 2022-03-24</title></rect><rect x=\"209.3\" y=\"209.9\" width=\"4.1\" height=\"6.1\" class=\"pp-bar\"><title>2031ZB22F00037 — $184k — Department of the Treasury — 2022-06-17</title></rect><rect x=\"216.0\" y=\"195.5\" width=\"4.1\" height=\"20.5\" class=\"pp-bar\"><title>N3904022F0134 — $622k — Department of Defense — 2022-06-29</title></rect><rect x=\"222.6\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W25G1V22F0416 — $51k — Department of Defense — 2022-08-03</title></rect><rect x=\"229.2\" y=\"200.7\" width=\"4.1\" height=\"15.3\" class=\"pp-bar\"><title>W912HQ22F0160 — $465k — Department of Defense — 2022-08-05</title></rect><rect x=\"235.8\" y=\"210.6\" width=\"4.1\" height=\"5.4\" class=\"pp-bar\"><title>W52P1J22F4069 — $165k — Department of Defense — 2022-08-15</title></rect><rect x=\"242.4\" y=\"212.7\" width=\"4.1\" height=\"3.3\" class=\"pp-bar\"><title>70B04C22F00000872 — $101k — Department of Homeland Security — 2022-08-15</title></rect><rect x=\"249.0\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN22F0514 — $44k — Department of Defense — 2022-08-15</title></rect><rect x=\"255.6\" y=\"210.5\" width=\"4.1\" height=\"5.5\" class=\"pp-bar\"><title>75F40122F80319 — $168k — Department of Health and Human Services — 2022-08-19</title></rect><rect x=\"262.2\" y=\"210.6\" width=\"4.1\" height=\"5.4\" class=\"pp-bar\"><title>HT001522F0102 — $164k — Department of Defense — 2022-08-19</title></rect><rect x=\"268.8\" y=\"199.0\" width=\"4.1\" height=\"17.0\" class=\"pp-bar\"><title>70B04C22F00001030 — $518k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"275.5\" y=\"199.7\" width=\"4.1\" height=\"16.3\" class=\"pp-bar\"><title>W912HQ22P0087 — $494k — Department of Defense — 2022-09-13</title></rect><rect x=\"282.1\" y=\"60.4\" width=\"4.1\" height=\"155.6\" class=\"pp-bar\"><title>2031ZB22F00077 — $4.7M — Department of the Treasury — 2022-09-15</title></rect><rect x=\"288.7\" y=\"208.8\" width=\"4.1\" height=\"7.2\" class=\"pp-bar\"><title>N0018922FZ608 — $218k — Department of Defense — 2022-09-19</title></rect><rect x=\"295.3\" y=\"200.6\" width=\"4.1\" height=\"15.4\" class=\"pp-bar\"><title>N0018922FR269 — $466k — Department of Defense — 2022-09-27</title></rect><rect x=\"301.9\" y=\"207.8\" width=\"4.1\" height=\"8.2\" class=\"pp-bar\"><title>W911S222P1572 — $249k — Department of Defense — 2022-09-27</title></rect><rect x=\"308.5\" y=\"199.8\" width=\"4.1\" height=\"16.2\" class=\"pp-bar\"><title>W91CRB23F0027 — $493k — Department of Defense — 2022-11-30</title></rect><rect x=\"315.1\" y=\"211.9\" width=\"4.1\" height=\"4.1\" class=\"pp-bar\"><title>N6523623F0038 — $126k — Department of Defense — 2022-12-07</title></rect><rect x=\"321.7\" y=\"96.1\" width=\"4.1\" height=\"119.9\" class=\"pp-bar\"><title>N6833523F0077 — $3.6M — Department of Defense — 2022-12-13</title></rect><rect x=\"328.4\" y=\"213.1\" width=\"4.1\" height=\"2.9\" class=\"pp-bar\"><title>N0018923FR137 — $87k — Department of Defense — 2022-12-19</title></rect><rect x=\"335.0\" y=\"209.8\" width=\"4.1\" height=\"6.2\" class=\"pp-bar\"><title>W519TC23F2165 — $188k — Department of Defense — 2023-01-27</title></rect><rect x=\"341.6\" y=\"194.6\" width=\"4.1\" height=\"21.4\" class=\"pp-bar\"><title>HQ003423P0028 — $650k — Department of Defense — 2023-01-31</title></rect><rect x=\"348.2\" y=\"210.0\" width=\"4.1\" height=\"6.0\" class=\"pp-bar\"><title>HQ003423F0149 — $181k — Department of Defense — 2023-04-01</title></rect><rect x=\"354.8\" y=\"213.7\" width=\"4.1\" height=\"2.3\" class=\"pp-bar\"><title>140D0423F0626 — $70k — Department of the Interior — 2023-05-05</title></rect><rect x=\"361.4\" y=\"206.8\" width=\"4.1\" height=\"9.2\" class=\"pp-bar\"><title>SPE8EL23FW129 — $280k — Department of Defense — 2023-05-29</title></rect><rect x=\"368.0\" y=\"208.8\" width=\"4.1\" height=\"7.2\" class=\"pp-bar\"><title>HT001523F0103 — $220k — Department of Defense — 2023-07-12</title></rect><rect x=\"374.6\" y=\"195.5\" width=\"4.1\" height=\"20.5\" class=\"pp-bar\"><title>HC102823F0879 — $622k — Department of Defense — 2023-08-03</title></rect><rect x=\"381.3\" y=\"211.3\" width=\"4.1\" height=\"4.7\" class=\"pp-bar\"><title>75F40123F80245 — $144k — Department of Health and Human Services — 2023-08-15</title></rect><rect x=\"387.9\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>75N94023F00134 — $55k — Department of Health and Human Services — 2023-08-16</title></rect><rect x=\"394.5\" y=\"198.8\" width=\"4.1\" height=\"17.2\" class=\"pp-bar\"><title>HT001523F0164 — $523k — Department of Defense — 2023-08-23</title></rect><rect x=\"401.1\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>24322623F0176 — $23k — Office of Personnel Management — 2023-08-30</title></rect><rect x=\"407.7\" y=\"196.5\" width=\"4.1\" height=\"19.5\" class=\"pp-bar\"><title>70B04C23F00000964 — $592k — Department of Homeland Security — 2023-09-01</title></rect><rect x=\"414.3\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN23F0553 — $46k — Department of Defense — 2023-09-01</title></rect><rect x=\"420.9\" y=\"195.5\" width=\"4.1\" height=\"20.5\" class=\"pp-bar\"><title>HC102823F1475 — $622k — Department of Defense — 2023-09-19</title></rect><rect x=\"427.5\" y=\"199.1\" width=\"4.1\" height=\"16.9\" class=\"pp-bar\"><title>N0018923FR665 — $513k — Department of Defense — 2023-09-26</title></rect><rect x=\"434.2\" y=\"208.6\" width=\"4.1\" height=\"7.4\" class=\"pp-bar\"><title>W912HQ23F0253 — $226k — Department of Defense — 2023-09-27</title></rect><rect x=\"440.8\" y=\"210.1\" width=\"4.1\" height=\"5.9\" class=\"pp-bar\"><title>68HERH24F0027 — $180k — Environmental Protection Agency — 2023-11-22</title></rect><rect x=\"447.4\" y=\"199.3\" width=\"4.1\" height=\"16.7\" class=\"pp-bar\"><title>W91CRB24F0043 — $507k — Department of Defense — 2023-11-29</title></rect><rect x=\"454.0\" y=\"211.3\" width=\"4.1\" height=\"4.7\" class=\"pp-bar\"><title>N6523624F0061 — $143k — Department of Defense — 2023-12-11</title></rect><rect x=\"460.6\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24PA382 — $25k — National Aeronautics and Space Administration — 2024-02-12</title></rect><rect x=\"467.2\" y=\"201.5\" width=\"4.1\" height=\"14.5\" class=\"pp-bar\"><title>HQ003424F0075 — $441k — Department of Defense — 2024-02-15</title></rect><rect x=\"473.8\" y=\"209.4\" width=\"4.1\" height=\"6.6\" class=\"pp-bar\"><title>W519TC24F2204 — $200k — Department of Defense — 2024-02-28</title></rect><rect x=\"480.4\" y=\"213.4\" width=\"4.1\" height=\"2.6\" class=\"pp-bar\"><title>1605TB24F00056 — $79k — Department of Labor — 2024-05-03</title></rect><rect x=\"487.1\" y=\"212.0\" width=\"4.1\" height=\"4.0\" class=\"pp-bar\"><title>75H70424P00025 — $122k — Department of Health and Human Services — 2024-05-06</title></rect><rect x=\"493.7\" y=\"212.1\" width=\"4.1\" height=\"3.9\" class=\"pp-bar\"><title>75F40124F80145 — $117k — Department of Health and Human Services — 2024-06-17</title></rect><rect x=\"500.3\" y=\"174.3\" width=\"4.1\" height=\"41.7\" class=\"pp-bar\"><title>N3904024F0058 — $1.3M — Department of Defense — 2024-06-28</title></rect><rect x=\"506.9\" y=\"136.0\" width=\"4.1\" height=\"80.0\" class=\"pp-bar\"><title>HQ003424F0379 — $2.4M — Department of Defense — 2024-07-17</title></rect><rect x=\"513.5\" y=\"198.9\" width=\"4.1\" height=\"17.1\" class=\"pp-bar\"><title>N3904024F0062 — $520k — Department of Defense — 2024-07-19</title></rect><rect x=\"520.1\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN24F0441 — $52k — Department of Defense — 2024-08-08</title></rect><rect x=\"526.7\" y=\"172.3\" width=\"4.1\" height=\"43.7\" class=\"pp-bar\"><title>HT001524F0100 — $1.3M — Department of Defense — 2024-08-17</title></rect><rect x=\"533.3\" y=\"210.0\" width=\"4.1\" height=\"6.0\" class=\"pp-bar\"><title>75F40124F80298 — $182k — Department of Health and Human Services — 2024-08-27</title></rect><rect x=\"540.0\" y=\"24.0\" width=\"4.1\" height=\"192.0\" class=\"pp-bar\"><title>70B04C24F00000733 — $5.8M — Department of Homeland Security — 2024-09-01</title></rect><rect x=\"546.6\" y=\"193.8\" width=\"4.1\" height=\"22.2\" class=\"pp-bar\"><title>W91CRB25F0053 — $673k — Department of Defense — 2024-11-26</title></rect><rect x=\"553.2\" y=\"210.8\" width=\"4.1\" height=\"5.2\" class=\"pp-bar\"><title>N6523625F0053 — $157k — Department of Defense — 2024-12-11</title></rect><rect x=\"559.8\" y=\"209.1\" width=\"4.1\" height=\"6.9\" class=\"pp-bar\"><title>W519TC25F21A2 — $210k — Department of Defense — 2025-02-24</title></rect><rect x=\"566.4\" y=\"206.7\" width=\"4.1\" height=\"9.3\" class=\"pp-bar\"><title>75F40125F80061 — $281k — Department of Health and Human Services — 2025-04-29</title></rect><rect x=\"573.0\" y=\"142.6\" width=\"4.1\" height=\"73.4\" class=\"pp-bar\"><title>HC102825F0657 — $2.2M — Department of Defense — 2025-06-29</title></rect><rect x=\"579.6\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>N0018925FZ755 — $39k — Department of Defense — 2025-08-28</title></rect><rect x=\"586.2\" y=\"205.0\" width=\"4.1\" height=\"11.0\" class=\"pp-bar\"><title>75H71325F80024 — $333k — Department of Health and Human Services — 2025-08-29</title></rect><rect x=\"592.8\" y=\"213.8\" width=\"4.1\" height=\"2.2\" class=\"pp-bar\"><title>W15QKN25FA334 — $66k — Department of Defense — 2025-09-01</title></rect><rect x=\"599.5\" y=\"209.7\" width=\"4.1\" height=\"6.3\" class=\"pp-bar\"><title>75F40125F80172 — $192k — Department of Health and Human Services — 2025-09-10</title></rect><rect x=\"606.1\" y=\"212.4\" width=\"4.1\" height=\"3.6\" class=\"pp-bar\"><title>75F40125F80198 — $109k — Department of Health and Human Services — 2025-09-15</title></rect><rect x=\"612.7\" y=\"181.5\" width=\"4.1\" height=\"34.5\" class=\"pp-bar\"><title>75F40125F80201 — $1.0M — Department of Health and Human Services — 2025-09-17</title></rect><rect x=\"619.3\" y=\"197.6\" width=\"4.1\" height=\"18.4\" class=\"pp-bar\"><title>N0018925FR152 — $558k — Department of Defense — 2025-09-18</title></rect><rect x=\"625.9\" y=\"213.3\" width=\"4.1\" height=\"2.7\" class=\"pp-bar\"><title>N0018925PZ570 — $81k — Department of Defense — 2025-09-23</title></rect><rect x=\"632.5\" y=\"208.4\" width=\"4.1\" height=\"7.6\" class=\"pp-bar\"><title>HC108425F0412 — $232k — Department of Defense — 2025-09-26</title></rect><rect x=\"639.1\" y=\"211.9\" width=\"4.1\" height=\"4.1\" class=\"pp-bar\"><title>N0018925FZ719 — $125k — Department of Defense — 2025-09-30</title></rect><rect x=\"645.7\" y=\"201.7\" width=\"4.1\" height=\"14.3\" class=\"pp-bar\"><title>697DCK26F00092 — $434k — Department of Transportation — 2025-12-22</title></rect><rect x=\"652.4\" y=\"195.6\" width=\"4.1\" height=\"20.4\" class=\"pp-bar\"><title>W91CRB26FA075 — $620k — Department of Defense — 2026-01-31</title></rect><rect x=\"659.0\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0179 — $44k — Department of Defense — 2026-03-27</title></rect><rect x=\"665.6\" y=\"192.6\" width=\"4.1\" height=\"23.4\" class=\"pp-bar\"><title>123A9426F0050 — $711k — Department of Agriculture — 2026-04-30</title></rect><rect x=\"672.2\" y=\"104.3\" width=\"4.1\" height=\"111.7\" class=\"pp-bar\"><title>HC102826F0387 — $3.4M — Department of Defense — 2026-06-29</title></rect><rect x=\"678.8\" y=\"203.1\" width=\"4.1\" height=\"12.9\" class=\"pp-bar\"><title>7571TE26F80239 — $392k — Department of Health and Human Services — 2026-08-27</title></rect><rect x=\"685.4\" y=\"205.7\" width=\"4.1\" height=\"10.3\" class=\"pp-bar\"><title>7571TE26F80254 — $313k — Department of Health and Human Services — 2026-09-01</title></rect><rect x=\"692.0\" y=\"209.3\" width=\"4.1\" height=\"6.7\" class=\"pp-bar\"><title>7571TE26F80249 — $203k — Department of Health and Human Services — 2026-09-01</title></rect><rect x=\"698.6\" y=\"135.7\" width=\"4.1\" height=\"80.3\" class=\"pp-bar\"><title>70B04C26F00001058 — $2.4M — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-09-13</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (98 awards, obligated)</text></svg>",
      "published_date": "2026-09-26",
      "url": "/qlik/",
      "changelog": [
        {
          "date": "2026-09-26",
          "note": "Initial publication: 98 awards, $22,669–$5,832,221."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $22,669 -> $25,000"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "tibco",
      "product_name": "TIBCO",
      "vendor": "Cloud Software Group",
      "list_price": null,
      "awards": [
        {
          "award_id": "DOCYA132317NC0149",
          "recipient": "EC AMERICA, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2017-07-01",
          "end_date": "2018-06-30",
          "amount": 12718.29,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TIBCO RENEWAL - IGF::OT::IGF",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DOCYA132317NC0149_1323_GS35F0511T_4730"
        },
        {
          "award_id": "HSHQDC17J00458",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2017-09-29",
          "end_date": "2020-09-28",
          "amount": 12215280.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TO RENEW CONSOLIDATED ANNUAL SUPPORT FOR TIBCO SOFTWARE LICENSES AND MAINTENANCE FOR THE PRODUCTS DEPLOYED WITHIN THE IDENT PRODUCTION AND NONPRODUCTION ENVIRONMENTS. POP BASE WITH 2 OPTION YEARS",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSHQDC17J00458_7001_HSHQDC12D00012_7001"
        },
        {
          "award_id": "89503418FWA400179",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Energy",
          "sub_agency": "Department of Energy",
          "action_date": "2018-07-12",
          "end_date": "2021-08-21",
          "amount": 1860000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TIBCO MAINTENANCE RENEWAL",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_89503418FWA400179_8900_NNG15SC71B_8000"
        },
        {
          "award_id": "28321318FDX030398",
          "recipient": "IMMIXTECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2018-07-26",
          "end_date": "2022-07-30",
          "amount": 2758910.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MAINTENANCE ON TIBCO MFT SOFTWARE. INTERNAL AND EXTERNAL TRADING PARTNERS WITH SSA NEED TO HAVE THE SAME SOFTWARE TO COMMUNICATE DATA ACROSS THE NETWORK. THIS PRODUCT IS CRITICAL TO PROVIDE AN ALTERNATIVE SOLUTION FOR THE ELECTRONIC DATA INTERCHANGE ENVIRONMENT PREVIOUS CONTRACT SS00-13-60026",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321318FDX030398_2800_NNG15SC39B_8000"
        },
        {
          "award_id": "1333LB18F00000236",
          "recipient": "REDHAWK IT SOLUTIONS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2018-09-21",
          "end_date": "2019-09-16",
          "amount": 34253.89,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO SOFTWARE MAINTENANCE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LB18F00000236_1323_NNG15SD38B_8000"
        },
        {
          "award_id": "80NSSC19F0729",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2019-08-01",
          "end_date": "2024-07-31",
          "amount": 1367623.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TASK ORDER FOR TIBCO SILVER SUPPORT PERPETUAL SOFTWARE MAINTENANCE. BASE PERIOD OF 8/1/19 - 7/31/19 WITH FOUR ONE-YEAR OPTION PERIODS.",
          "psc_code": "D311",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC19F0729_8000_NNG15SD00B_8000"
        },
        {
          "award_id": "12474019P0027",
          "recipient": "FEDRESULTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Agriculture",
          "sub_agency": "Agricultural Marketing Service",
          "action_date": "2019-08-20",
          "end_date": "2019-11-29",
          "amount": 22675.84,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ANALYTICS ARCHITECT TIBCO SOFTWARE FEDERAL INC",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12474019P0027_12K2_-NONE-_-NONE-"
        },
        {
          "award_id": "70T03019F2BCIO490",
          "recipient": "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2019-09-30",
          "end_date": "2021-09-26",
          "amount": 473824.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO SOFTWARE AND MAINTENANCE RE-COMPETE; BASE YEAR PERIOD OF PERFORMANCE (09/30/2019 THRU 09/29/2020)",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70T03019F2BCIO490_7013_HSHQDC12D00011_7001"
        },
        {
          "award_id": "1333LB20F00000316",
          "recipient": "4 STAR TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2020-06-22",
          "end_date": "2024-09-16",
          "amount": 155176.14,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TIBCO QEDS SOFTWARE RENEWAL BASE W/OPTIONS",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LB20F00000316_1323_NNG15SD06B_8000"
        },
        {
          "award_id": "36C10A20F0210",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2020-07-08",
          "end_date": "2025-07-07",
          "amount": 260709.15,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO SW MAINTENANCE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10A20F0210_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "SP700020F0266",
          "recipient": "4 STAR TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Defense Logistics Agency",
          "action_date": "2020-08-01",
          "end_date": "2023-07-31",
          "amount": 75239.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "UP TO 36 MONTHS OF TIBCO FORESIGHT SOFTWARE MAINTENANCE SUPPORT.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_SP700020F0266_9700_NNG15SD06B_8000"
        },
        {
          "award_id": "70CTD020FR0000222",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2020-09-03",
          "end_date": "2021-09-02",
          "amount": 47085.84,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TIBCO JASPERSOFT PROFESSIONAL AND ENTERPRISE SOFTWARE LICENSES",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD020FR0000222_7012_HSHQDC12D00012_7001"
        },
        {
          "award_id": "70RCSA20FR0000118",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2020-09-29",
          "end_date": "2023-09-29",
          "amount": 13329807.02,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TO PROCURE TIBCO SOFTWARE MAINTENANCE FOR EXISTING PERPECTUAL LICENSES.",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RCSA20FR0000118_7001_NNG15SC71B_8000"
        },
        {
          "award_id": "H9240421P0001",
          "recipient": "SPATHE SYSTEMS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "U.S. Special Operations Command",
          "action_date": "2020-10-19",
          "end_date": "2025-10-18",
          "amount": 443510.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO EBX SOFTWARE MAINTENANCE",
          "psc_code": "D307",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_H9240421P0001_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "75N97021F00004",
          "recipient": "IT1 SOURCE LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2020-12-02",
          "end_date": "2023-11-29",
          "amount": 544786.61,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
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          "excerpt": "BLANKET PURCHASE AGREEMENT (BPA) FOR TIBCO SOFTWARE, MAINTENANCE AND SUPPORT SERVICES. CALL ORDER FOR IBI WEBFOCUS SOFTWARE SUBSCRIPTIONS."
        },
        {
          "pattern": "licences",
          "award_id": "28321326FA0010107",
          "excerpt": "BLANKET PURCHASE AGREEMENT (BPA) FOR TIBCO SOFTWARE, MAINTENANCE AND SUPPORT SERVICES. CALL ORDER FOR IBI WEBFOCUS SOFTWARE SUBSCRIPTIONS."
        },
        {
          "pattern": "renewal",
          "award_id": "28321322FDX030133",
          "excerpt": "MAINTENANCE RENEWAL TIBCO WEBFOCUS SOFTWARE FOR ONE YEAR (12-MONTHS)"
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FA0010114",
          "excerpt": "BPA FOR TIBCO SOFTWARE AND MAINTENANCE. CALL ORDER FOR  WEBFOCUS SOFTWARE SUBSCRIPTIONS USED FOR BUSINESS INTELLIGENCE AND REPORTING TOOL FOR SSA PROGRAMS"
        },
        {
          "pattern": "licences",
          "award_id": "28321325FA0010114",
          "excerpt": "BPA FOR TIBCO SOFTWARE AND MAINTENANCE. CALL ORDER FOR  WEBFOCUS SOFTWARE SUBSCRIPTIONS USED FOR BUSINESS INTELLIGENCE AND REPORTING TOOL FOR SSA PROGRAMS"
        },
        {
          "pattern": "renewal",
          "award_id": "28321324FA0010086",
          "excerpt": "TIBCO WEBFOCUS SUBSCRIPTION RENEWAL."
        },
        {
          "pattern": "licences",
          "award_id": "28321324FA0010086",
          "excerpt": "TIBCO WEBFOCUS SUBSCRIPTION RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FA0010105",
          "excerpt": "ANNUAL RENEWAL OF MAINTENANCE TIBCO WEBFOCUS PRODUCTS."
        },
        {
          "pattern": "support",
          "award_id": "HT001523F0010",
          "excerpt": "MAINTENANCE SUPPORT - PREMIUM LEVEL TIBCO JASPERSOFT SOFTWARE"
        },
        {
          "pattern": "renewal",
          "award_id": "HT001523F0010",
          "excerpt": "MAINTENANCE SUPPORT - PREMIUM LEVEL TIBCO JASPERSOFT SOFTWARE"
        },
        {
          "pattern": "support",
          "award_id": "80NSSC19F0729",
          "excerpt": "TASK ORDER FOR TIBCO SILVER SUPPORT PERPETUAL SOFTWARE MAINTENANCE. BASE PERIOD OF 8/1/19 - 7/31/19 WITH FOUR ONE-YEAR OPTION PERIODS."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC19F0729",
          "excerpt": "TASK ORDER FOR TIBCO SILVER SUPPORT PERPETUAL SOFTWARE MAINTENANCE. BASE PERIOD OF 8/1/19 - 7/31/19 WITH FOUR ONE-YEAR OPTION PERIODS."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FA953",
          "excerpt": "THIS DELIVERY ORDER IS FOR TIBCO SOFTWARE MAINTENANCE, AS PROVIDED BY QUOTE # 172600-2, DATED 07/26/2024.THE PERIOD OF PERFORMANCE IS AS FOLLOWS:  BASE YEAR: 08/01/24-07/31/25 OPTION YEAR 1: 08/01/25-"
        },
        {
          "pattern": "licences",
          "award_id": "HS002125FE024",
          "excerpt": "TIBCO WEBFOCUS LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102825F0778",
          "excerpt": "CLOUD SOFTWARE GROUP INC. TIBCO SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0871",
          "excerpt": "TIBCO SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321326FA0010027",
          "excerpt": "CALL ORDER ON BPA 28321323A0040008 FOR 12-MONTH SUBSCRIPTION RENEWAL TO TIBCO MANAGED FILE TRANSFER. PERIOD OF PERFORMANCE 11/25/25 - 11/24/26."
        },
        {
          "pattern": "licences",
          "award_id": "28321326FA0010027",
          "excerpt": "CALL ORDER ON BPA 28321323A0040008 FOR 12-MONTH SUBSCRIPTION RENEWAL TO TIBCO MANAGED FILE TRANSFER. PERIOD OF PERFORMANCE 11/25/25 - 11/24/26."
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FA0010001",
          "excerpt": "CONTINUE MAINTENANCE ON TIBCO SOFTWARE AND RENEW SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "licences",
          "award_id": "28321325FA0010001",
          "excerpt": "CONTINUE MAINTENANCE ON TIBCO SOFTWARE AND RENEW SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "renewal",
          "award_id": "28321324FA0010012",
          "excerpt": "RENEWAL SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "licences",
          "award_id": "28321324FA0010012",
          "excerpt": "RENEWAL SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "support",
          "award_id": "15F06722F0001027",
          "excerpt": "ZEBRA: CJIS20220269 ITAU/SWM CONTINUED JASPERSOFT SOFTWARE MAINTENANCE  TIBCO JASPERSOFT ENTERPRISE EDITION, PREMIUM SUPPORT, TIBCO JASPERSOFT ETL (BIENTPRE804) EACH PRODUCTION (PRODUCTION) QTY:4  TIB"
        },
        {
          "pattern": "renewal",
          "award_id": "15F06722F0001027",
          "excerpt": "ZEBRA: CJIS20220269 ITAU/SWM CONTINUED JASPERSOFT SOFTWARE MAINTENANCE  TIBCO JASPERSOFT ENTERPRISE EDITION, PREMIUM SUPPORT, TIBCO JASPERSOFT ETL (BIENTPRE804) EACH PRODUCTION (PRODUCTION) QTY:4  TIB"
        },
        {
          "pattern": "integration",
          "award_id": "15F06722F0001027",
          "excerpt": "ZEBRA: CJIS20220269 ITAU/SWM CONTINUED JASPERSOFT SOFTWARE MAINTENANCE  TIBCO JASPERSOFT ENTERPRISE EDITION, PREMIUM SUPPORT, TIBCO JASPERSOFT ETL (BIENTPRE804) EACH PRODUCTION (PRODUCTION) QTY:4  TIB"
        },
        {
          "pattern": "renewal",
          "award_id": "75N97021F00004",
          "excerpt": "TIBCO SOFTWARE MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "12474021F0051",
          "excerpt": "TIBCO SPOTFIRE LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "12474021F0051",
          "excerpt": "TIBCO SPOTFIRE LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70T03019F2BCIO490",
          "excerpt": "TIBCO SOFTWARE AND MAINTENANCE RE-COMPETE; BASE YEAR PERIOD OF PERFORMANCE (09/30/2019 THRU 09/29/2020)"
        },
        {
          "pattern": "support",
          "award_id": "70CTD021FR0000250",
          "excerpt": "THIS REQUIREMENT IS FOR TIBCO THREAT PREDICT SOFTWARE SOLUTION INCLUDING INSTALLATION AND CONFIGURATION SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "H9240421P0001",
          "excerpt": "TIBCO EBX SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "75N95021P00659",
          "excerpt": "RENEWAL OF ANNUAL SOFTWARE LICENSES FOR TIBCO SPOTFIRE AND COLUMBUS SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "75N95021P00659",
          "excerpt": "RENEWAL OF ANNUAL SOFTWARE LICENSES FOR TIBCO SPOTFIRE AND COLUMBUS SOFTWARE"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FA0010034",
          "excerpt": "RENEW SUBSCRIPTION FOR TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "licences",
          "award_id": "28321323FA0010034",
          "excerpt": "RENEW SUBSCRIPTION FOR TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "support",
          "award_id": "75N98026F00001",
          "excerpt": "TIBCO MAINTENANCE BRONZE LICENSE RENEWAL AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "75N98026F00001",
          "excerpt": "TIBCO MAINTENANCE BRONZE LICENSE RENEWAL AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75N98026F00001",
          "excerpt": "TIBCO MAINTENANCE BRONZE LICENSE RENEWAL AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70T03024F7667N101",
          "excerpt": "TIBCO ENTERPRISE SERVICE BUS SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A20F0210",
          "excerpt": "TIBCO SW MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "70T03022F7667N069",
          "excerpt": "TIBCO ESBSUITE SOFTWARE AND SUPPORT SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "70T03021F7667N078",
          "excerpt": "TIBCO SOFTWARE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "140M0123F0053",
          "excerpt": "TIBCO OPENSPIRIT MAINTENANCE SILVER & BRONZE LEVEL FY24"
        },
        {
          "pattern": "renewal",
          "award_id": "13TECH26F0035",
          "excerpt": "TIBCO MANAGED FILE TRANSFER SUBSCRIPTION  IT PACT 26-417 DBIT: 125889"
        },
        {
          "pattern": "licences",
          "award_id": "13TECH26F0035",
          "excerpt": "TIBCO MANAGED FILE TRANSFER SUBSCRIPTION  IT PACT 26-417 DBIT: 125889"
        },
        {
          "pattern": "renewal",
          "award_id": "13ADEP25F00000079",
          "excerpt": "TWELVE-MONTHS RENEWAL OF TIBCO SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "13ADEP25F00000079",
          "excerpt": "TWELVE-MONTHS RENEWAL OF TIBCO SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0741",
          "excerpt": "TIBCO SW RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1331L522F13OS0152",
          "excerpt": "TIBCO SOFTWARE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13230175",
          "excerpt": "ANNUAL TIBCO MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB20F00000316",
          "excerpt": "TIBCO QEDS SOFTWARE RENEWAL BASE W/OPTIONS"
        },
        {
          "pattern": "renewal",
          "award_id": "12639523F0961",
          "excerpt": "THE PURPOSE OF THIS EFFORT IS TO RENEW THE TIBCO SPOTFIRE LICENSES UTILIZED BY AMS COTTON & TOBACCO."
        },
        {
          "pattern": "licences",
          "award_id": "12639523F0961",
          "excerpt": "THE PURPOSE OF THIS EFFORT IS TO RENEW THE TIBCO SPOTFIRE LICENSES UTILIZED BY AMS COTTON & TOBACCO."
        },
        {
          "pattern": "support",
          "award_id": "12639526F0686",
          "excerpt": "CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS"
        },
        {
          "pattern": "licences",
          "award_id": "12639526F0686",
          "excerpt": "CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS"
        },
        {
          "pattern": "renewal",
          "award_id": "W9124D24F0221",
          "excerpt": "TIBCO WEBFOCUS SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "W9124D24F0221",
          "excerpt": "TIBCO WEBFOCUS SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "H9241526PE001",
          "excerpt": "TIBCO EBX SOFTWARE MAINTENANCE SILVER SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "H9241526PE001",
          "excerpt": "TIBCO EBX SOFTWARE MAINTENANCE SILVER SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "36C10B25F0174",
          "excerpt": "ACTION IS FOR BRAND NAME TIBCO SOFTWARE INC., TIBCO INSTREAM HIPPA VALIDATOR TOOL SOFTWARE MAINTENANCE AND SUPPORT IN SUPPORT OF VA FSC. ."
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B25F0174",
          "excerpt": "ACTION IS FOR BRAND NAME TIBCO SOFTWARE INC., TIBCO INSTREAM HIPPA VALIDATOR TOOL SOFTWARE MAINTENANCE AND SUPPORT IN SUPPORT OF VA FSC. ."
        },
        {
          "pattern": "support",
          "award_id": "12639525F0964",
          "excerpt": "FY25-000448 MRP-0560 APPROVED. CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS FOR THE UNITED STATES DEPARTMENT OF AGRICULTURE (USDA), AGRICULTURAL MARKETING SERVICE (AMS), COTTON & TOB"
        },
        {
          "pattern": "licences",
          "award_id": "12639525F0964",
          "excerpt": "FY25-000448 MRP-0560 APPROVED. CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS FOR THE UNITED STATES DEPARTMENT OF AGRICULTURE (USDA), AGRICULTURAL MARKETING SERVICE (AMS), COTTON & TOB"
        },
        {
          "pattern": "renewal",
          "award_id": "75D30123F17777",
          "excerpt": "CDC TIBCO CLOUD RENEWAL 2023"
        },
        {
          "pattern": "support",
          "award_id": "FA877124F0050",
          "excerpt": "THE ARMS PMO FUNCTIONALITY CONTRIBUTES SIGNIFICANTLY TO THE HAF/A30 MISSION AND RELIES ON THE EMBEDDED TIBCO JASPERSOFT AD HOC REPORTING TOOL SOFTWARE AND SUPPORT TO ACCOMPLISH THAT FUNCTIONALITY."
        },
        {
          "pattern": "renewal",
          "award_id": "FA877123F0062",
          "excerpt": "TIBCO JASPERSOFT LICENSE AND MAINTENANCE FOR ARMS PMO"
        },
        {
          "pattern": "licences",
          "award_id": "FA877123F0062",
          "excerpt": "TIBCO JASPERSOFT LICENSE AND MAINTENANCE FOR ARMS PMO"
        },
        {
          "pattern": "integration",
          "award_id": "70CTD025FR0000064",
          "excerpt": "THIS AWARD PROVIDES TIBCO JASPERSOFT BUSINESS INTELLIGENCE REPORTING TOOL LICENSES, WHICH DELIVER REPORTING, DASHBOARD, ANALYSIS, AND DATA INTEGRATION SERVICES FOR THE OFFICE OF THE CHIEF INFORMATION "
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000064",
          "excerpt": "THIS AWARD PROVIDES TIBCO JASPERSOFT BUSINESS INTELLIGENCE REPORTING TOOL LICENSES, WHICH DELIVER REPORTING, DASHBOARD, ANALYSIS, AND DATA INTEGRATION SERVICES FOR THE OFFICE OF THE CHIEF INFORMATION "
        },
        {
          "pattern": "support",
          "award_id": "SP700020F0266",
          "excerpt": "UP TO 36 MONTHS OF TIBCO FORESIGHT SOFTWARE MAINTENANCE SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "SP700020F0266",
          "excerpt": "UP TO 36 MONTHS OF TIBCO FORESIGHT SOFTWARE MAINTENANCE SUPPORT."
        },
        {
          "pattern": "integration",
          "award_id": "75D30122F14570",
          "excerpt": "TIBCO CLOUD INTEGRATION"
        },
        {
          "pattern": "licences",
          "award_id": "75N98026F00014",
          "excerpt": "TIBCO SPLUS SOFTWARE LICENSES - NIH/CIT"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L526F13OS0001",
          "excerpt": "TIBCO SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L526F13OS0001",
          "excerpt": "TIBCO SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD022FR0000111",
          "excerpt": "PURCHASE OF TIBCO JASPERSOFT LICENSES FOR FFMS. POP: 09/01/2022 TO 08/31/2023."
        },
        {
          "pattern": "licences",
          "award_id": "70CTD021FR0000141",
          "excerpt": "PURCHASE OF SOFTWARE LICENSES  TIBCO JASPER LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "1333ND26FNB180073",
          "excerpt": "TIBCO MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND26FNB180073",
          "excerpt": "TIBCO MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L525F13OS0011",
          "excerpt": "TIBCO MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD020FR0000222",
          "excerpt": "TIBCO JASPERSOFT PROFESSIONAL AND ENTERPRISE SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "1333ND25FNB180079",
          "excerpt": "TIBCO BRONZE MAINTENANCE AND SUPPORT SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND25FNB180079",
          "excerpt": "TIBCO BRONZE MAINTENANCE AND SUPPORT SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "1305M423FNAAJ0068",
          "excerpt": "TIBCO ANNUAL SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA725",
          "excerpt": "TIBCO JASPERSOFT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1333ND24FNB180074",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT (RENEWAL)"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND24FNB180074",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT (RENEWAL)"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F13OS0003",
          "excerpt": "TASK ORDER FOR TIBCO MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F13OS0263",
          "excerpt": "TIBCO MAINTENANCE SOFTWARE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "1305M422FNAAJ0071",
          "excerpt": "TIBCO SILVER SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13OS0002",
          "excerpt": "TIBCO MAINTENANCE - SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1333ND23FNB180103",
          "excerpt": "TIBCO SOFTWARE LICENSES, ANNUAL MAINTENANCE AND SUPPORT SERVICES (RENEWAL)"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND23FNB180103",
          "excerpt": "TIBCO SOFTWARE LICENSES, ANNUAL MAINTENANCE AND SUPPORT SERVICES (RENEWAL)"
        },
        {
          "pattern": "licences",
          "award_id": "1333ND23FNB180103",
          "excerpt": "TIBCO SOFTWARE LICENSES, ANNUAL MAINTENANCE AND SUPPORT SERVICES (RENEWAL)"
        },
        {
          "pattern": "support",
          "award_id": "1333ND22FNB180149",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND22FNB180149",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB18F00000236",
          "excerpt": "TIBCO SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "91990422P0023",
          "excerpt": "TIBCO SPOTFIRE MAINTENANCE BRONZE - POP 9/10/2022 TO 9/9/2023 FOR TIBCO SPOTFIRE ANALYST PRODUCTION, TIBCO SPOTFIRE CONSUMER, TIBCO SPOTFIRE SERVER, TIBCO SPOTFIRE STATISTICS SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "91990423P0020",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER IS TO PROCURE MAINTENANCE AND SUPPORT SERVICES FOR TIBCO SPOTFIRE SOFTWARE TO THE OFFICE OF INSPECTOR GENERAL, TECHNOLOGY SERVICES FOR ODAS."
        },
        {
          "pattern": "renewal",
          "award_id": "91990423P0020",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER IS TO PROCURE MAINTENANCE AND SUPPORT SERVICES FOR TIBCO SPOTFIRE SOFTWARE TO THE OFFICE OF INSPECTOR GENERAL, TECHNOLOGY SERVICES FOR ODAS."
        },
        {
          "pattern": "renewal",
          "award_id": "W911QY22F0261",
          "excerpt": "TIBCO SOFTWARE ANNUAL RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "DOCYA132317NC0149",
          "excerpt": "TIBCO RENEWAL - IGF::OT::IGF"
        },
        {
          "pattern": "renewal",
          "award_id": "12314424F0359",
          "excerpt": "FY24 FARM PRODUCTION AND CONSERVATION (FPAC) TIBCO SOFTWARE RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 59,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 59,
        "low": 9783.0,
        "p25": 49872.83,
        "median": 172660.0,
        "p75": 1002386.46,
        "high": 26400272.12,
        "from": "2017-07-01",
        "to": "2026-08-27"
      },
      "clean_count": 59,
      "scope_counts": {
        "renewal": 35,
        "license": 24,
        "support": 21,
        "services": 3,
        "unknown": 8
      },
      "observed_low": 9783.0,
      "observed_high": 26400272.12,
      "observed_median": 172660.0,
      "observed_total": 79472559.06,
      "award_count": 91,
      "agency_count": 12,
      "date_range": {
        "from": "2017-07-01",
        "to": "2026-08-27"
      },
      "last_verified": "2026-10-05",
      "name": "TIBCO",
      "slug": "tibco",
      "prose": {
        "answer_lead": "US public agencies have awarded Cloud Software Group contracts for TIBCO. The lowest recorded contract amount is $9,783. The highest recorded contract amount is $26,400,272.12.",
        "renewal_watch": "TIBCO appears in 91 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $9,783 to $26,400,272, the largest being $26,400,272 to Department of Homeland Security in 2023. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the range of contract awards for TIBCO licenses and renewals?",
            "answer": "Contract awards for TIBCO licenses and renewals range from a low of $9,783 to a high of $26,400,272.12. The median award for these types of contracts is $172,660, based on 59 awards. A quarter of these awards are below $49,872.83, and three-quarters are below $1,002,386.46.",
            "award_ids": []
          },
          {
            "question": "What is the cost of TIBCO software maintenance?",
            "answer": "Awards for TIBCO software maintenance vary. For instance, the Department of Energy had an award for $2,708,965.88 for TIBCO annual maintenance renewal.",
            "award_ids": [
              "89503024FWA400892",
              "36C10A20F0210",
              "1331L524F13OS0003"
            ]
          },
          {
            "question": "Are there contracts that include both TIBCO licenses and support?",
            "answer": "Yes, some contracts include both TIBCO licenses and support. For example, the Department of Agriculture had an award for $522,105.50 for TIBCO Spotfire licenses and maintenance.",
            "award_ids": [
              "12474021F0051",
              "FA877123F0062",
              "70T03023F7667N039"
            ]
          },
          {
            "question": "What is the cost for TIBCO Managed File Transfer subscriptions?",
            "answer": "The Social Security Administration has multiple awards for TIBCO Managed File Transfer subscriptions. One award was for $712,776 for a renewal subscription.",
            "award_ids": [
              "28321324FA0010012",
              "28321325FA0010001",
              "1333LB24C00000008"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 59 awards for licenses and renewals.",
            "The Department of Homeland Security was awarded $26,400,272.12 for a TIBCO license agreement."
          ],
          "rewritten": [
            "US public agencies have awarded Cloud Software Group contracts for TIBCO with am",
            "US public agencies have awarded Cloud Software Group contracts for TIBCO. The lo",
            "Agencies frequently renew TIBCO licenses and support. For example, the Departmen",
            "The Department of Homeland Security was awarded $26,400,272.12 for a TIBCO licen",
            "Awards for TIBCO software maintenance vary. For instance, the Department of Ener",
            "Yes, some contracts include both TIBCO licenses and support. For example, the De",
            "The Social Security Administration has multiple awards for TIBCO Managed File Tr"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 91 public contract awards from 12 awarding agencies.",
          "The figures below are computed from 59 licence and renewal awards; the other 32 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 17.6, and the highest is 2698.6 times the lowest.",
          "25 of 91 awards (27%) come from Department of Commerce.",
          "The most frequent recipient across these awards is EC AMERICA, INC, on 16 awards (18%).",
          "The records span 2017-07-01 to 2026-08-27."
        ],
        "numbers": [
          27,
          18,
          2698.6,
          17.6,
          12,
          25,
          16,
          59,
          32
        ],
        "basis_sentence": "The figures below are computed from 59 licence and renewal awards; the other 32 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "renewal": 35,
          "license": 24,
          "support": 21,
          "services": 3,
          "unknown": 8
        },
        "agency_names": [
          "Department of Commerce",
          "Department of Defense",
          "Department of Homeland Security",
          "Social Security Administration",
          "Department of Agriculture",
          "Department of Health and Human Services",
          "Department of Energy",
          "National Aeronautics and Space Administration",
          "Department of Veterans Affairs",
          "Department of Education",
          "Department of Justice",
          "Department of the Interior"
        ],
        "agency_counts": {
          "Department of Commerce": 25,
          "Department of Homeland Security": 13,
          "Department of Energy": 3,
          "Social Security Administration": 10,
          "National Aeronautics and Space Administration": 3,
          "Department of Agriculture": 7,
          "Department of Veterans Affairs": 2,
          "Department of Defense": 18,
          "Department of Health and Human Services": 6,
          "Department of Justice": 1,
          "Department of Education": 2,
          "Department of the Interior": 1
        },
        "recipient_counts": {
          "EC AMERICA, INC": 16,
          "BLUE TECH INC.": 6,
          "FCN, INC.": 4,
          "IMMIXTECHNOLOGY INC": 1,
          "REDHAWK IT SOLUTIONS, LLC": 4,
          "FEDRESULTS, INC.": 1,
          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 3,
          "4 STAR TECHNOLOGIES, INC.": 5,
          "ARCHITECHTURE SOLUTIONS LLC": 3,
          "SPATHE SYSTEMS LLC": 1,
          "IT1 SOURCE LLC": 3,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "ESCGOV, INC.": 1,
          "REVVITY SIGNALS SOFTWARE, INC.": 1,
          "SKYEPOINT DECISIONS, INC.": 1,
          "ESSNOVA SOLUTIONS, INC.": 1,
          "NEW TECH SOLUTIONS, INC.": 12,
          "ACCESSAGILITY LLC": 4,
          "TECHANAX LLC": 1,
          "RED RIVER TECHNOLOGY LLC": 1,
          "KA'ALA SYSTEMS TECHNOLOGY CORPORATION": 1,
          "STERLING COMPUTERS CORPORATION": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 4,
          "COUNTERTRADE PRODUCTS, INC.": 1,
          "CARAHSOFT TECHNOLOGY CORP": 4,
          "ASSURANCE DATA INC": 1,
          "REGENCY CONSULTING INC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "ENSPYRE LLC": 1,
          "AKIRA TECHNOLOGIES INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 2,
          "GOVSMART, INC.": 1,
          "SPATHE STRATEGIC SUPPORT JV LLC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Commerce",
        "top_recipient": "EC AMERICA, INC",
        "spread_ratio": 2698.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for TIBCO\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$13.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$26.4M</text><line x1=\"56\" y1=\"214.7\" x2=\"704\" y2=\"214.7\" class=\"pp-median\"/><text x=\"704\" y=\"208.7\" class=\"pp-median-label\" text-anchor=\"end\">median $173k</text><rect x=\"57.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>DOCYA132317NC0149 — $13k — Department of Commerce — 2017-07-01</title></rect><rect x=\"64.5\" y=\"127.2\" width=\"4.4\" height=\"88.8\" class=\"pp-bar\"><title>HSHQDC17J00458 — $12.2M — Department of Homeland Security — 2017-09-29</title></rect><rect x=\"71.6\" y=\"202.5\" width=\"4.4\" height=\"13.5\" class=\"pp-bar\"><title>89503418FWA400179 — $1.9M — Department of Energy — 2018-07-12</title></rect><rect x=\"78.7\" y=\"195.9\" width=\"4.4\" height=\"20.1\" class=\"pp-bar\"><title>28321318FDX030398 — $2.8M — Social Security Administration — 2018-07-26</title></rect><rect x=\"85.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB18F00000236 — $34k — Department of Commerce — 2018-09-21</title></rect><rect x=\"93.0\" y=\"206.1\" width=\"4.4\" height=\"9.9\" class=\"pp-bar\"><title>80NSSC19F0729 — $1.4M — National Aeronautics and Space Administration — 2019-08-01</title></rect><rect x=\"100.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12474019P0027 — $23k — Department of Agriculture — 2019-08-20</title></rect><rect x=\"107.2\" y=\"212.6\" width=\"4.4\" height=\"3.4\" class=\"pp-bar\"><title>70T03019F2BCIO490 — $474k — Department of Homeland Security — 2019-09-30</title></rect><rect x=\"114.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB20F00000316 — $155k — Department of Commerce — 2020-06-22</title></rect><rect x=\"121.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>36C10A20F0210 — $261k — Department of Veterans Affairs — 2020-07-08</title></rect><rect x=\"128.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>SP700020F0266 — $75k — Department of Defense — 2020-08-01</title></rect><rect x=\"135.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FR0000222 — $47k — Department of Homeland Security — 2020-09-03</title></rect><rect x=\"142.8\" y=\"119.1\" width=\"4.4\" height=\"96.9\" class=\"pp-bar\"><title>70RCSA20FR0000118 — $13.3M — Department of Homeland Security — 2020-09-29</title></rect><rect x=\"149.9\" y=\"212.8\" width=\"4.4\" height=\"3.2\" class=\"pp-bar\"><title>H9240421P0001 — $444k — Department of Defense — 2020-10-19</title></rect><rect x=\"157.0\" y=\"212.0\" width=\"4.4\" height=\"4.0\" class=\"pp-bar\"><title>75N97021F00004 — $545k — Department of Health and Human Services — 2020-12-02</title></rect><rect x=\"164.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>N6523621F0335 — $180k — Department of Defense — 2021-04-15</title></rect><rect x=\"171.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000141 — $49k — Department of Homeland Security — 2021-07-15</title></rect><rect x=\"178.4\" y=\"212.2\" width=\"4.4\" height=\"3.8\" class=\"pp-bar\"><title>12474021F0051 — $522k — Department of Agriculture — 2021-08-06</title></rect><rect x=\"185.5\" y=\"199.6\" width=\"4.4\" height=\"16.4\" class=\"pp-bar\"><title>89503421FWA401145 — $2.3M — Department of Energy — 2021-08-19</title></rect><rect x=\"192.6\" y=\"213.1\" width=\"4.4\" height=\"2.9\" class=\"pp-bar\"><title>75N95021P00659 — $396k — Department of Health and Human Services — 2021-09-24</title></rect><rect x=\"199.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70T03021F7667N078 — $235k — Department of Homeland Security — 2021-09-27</title></rect><rect x=\"206.9\" y=\"212.7\" width=\"4.4\" height=\"3.3\" class=\"pp-bar\"><title>70CTD021FR0000250 — $451k — Department of Homeland Security — 2021-09-29</title></rect><rect x=\"214.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>N0018921PZ540 — $141k — Department of Defense — 2021-09-30</title></rect><rect x=\"221.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L522F13OS0152 — $163k — Department of Commerce — 2022-03-27</title></rect><rect x=\"228.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L522F13420172 — $37k — Department of Commerce — 2022-04-12</title></rect><rect x=\"235.4\" y=\"205.1\" width=\"4.4\" height=\"10.9\" class=\"pp-bar\"><title>28321322FDX030133 — $1.5M — Social Security Administration — 2022-05-17</title></rect><rect x=\"242.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND22FNB180149 — $35k — Department of Commerce — 2022-05-27</title></rect><rect x=\"249.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>W911QY22F0261 — $15k — Department of Defense — 2022-06-30</title></rect><rect x=\"256.7\" y=\"211.3\" width=\"4.4\" height=\"4.7\" class=\"pp-bar\"><title>15F06722F0001027 — $647k — Department of Justice — 2022-07-01</title></rect><rect x=\"263.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1305M422FNAAJ0071 — $40k — Department of Commerce — 2022-07-14</title></rect><rect x=\"271.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L522F13230149 — $86k — Department of Commerce — 2022-07-26</title></rect><rect x=\"278.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HTC71122PD004 — $23k — Department of Defense — 2022-08-03</title></rect><rect x=\"285.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>75D30122F14570 — $72k — Department of Health and Human Services — 2022-08-26</title></rect><rect x=\"292.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD022FR0000111 — $51k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"299.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0894 — $157k — Department of Defense — 2022-09-03</title></rect><rect x=\"306.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>91990422P0023 — $24k — Department of Education — 2022-09-10</title></rect><rect x=\"313.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70T03022F7667N069 — $246k — Department of Homeland Security — 2022-09-27</title></rect><rect x=\"320.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L523F13OS0002 — $39k — Department of Commerce — 2022-10-16</title></rect><rect x=\"327.9\" y=\"213.4\" width=\"4.4\" height=\"2.6\" class=\"pp-bar\"><title>28321323FA0010034 — $353k — Social Security Administration — 2022-11-25</title></rect><rect x=\"335.1\" y=\"205.8\" width=\"4.4\" height=\"10.2\" class=\"pp-bar\"><title>HT001523F0010 — $1.4M — Department of Defense — 2022-12-14</title></rect><rect x=\"342.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>FA877123F0062 — $79k — Department of Defense — 2023-03-29</title></rect><rect x=\"349.3\" y=\"205.6\" width=\"4.4\" height=\"10.4\" class=\"pp-bar\"><title>28321323FA0010105 — $1.4M — Social Security Administration — 2023-05-15</title></rect><rect x=\"356.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND23FNB180103 — $37k — Department of Commerce — 2023-05-27</title></rect><rect x=\"363.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L523F13420416 — $57k — Department of Commerce — 2023-07-11</title></rect><rect x=\"370.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1305M423FNAAJ0068 — $43k — Department of Commerce — 2023-07-14</title></rect><rect x=\"377.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L523F13230175 — $162k — Department of Commerce — 2023-08-11</title></rect><rect x=\"384.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>75D30123F17777 — $95k — Department of Health and Human Services — 2023-08-26</title></rect><rect x=\"392.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639523F0961 — $123k — Department of Agriculture — 2023-08-27</title></rect><rect x=\"399.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>91990423P0020 — $24k — Department of Education — 2023-09-10</title></rect><rect x=\"406.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70T03023F7667N039 — $267k — Department of Homeland Security — 2023-09-27</title></rect><rect x=\"413.4\" y=\"24.0\" width=\"4.4\" height=\"192.0\" class=\"pp-bar\"><title>70RDAD23FR0000145 — $26.4M — Department of Homeland Security — 2023-09-30</title></rect><rect x=\"420.5\" y=\"209.6\" width=\"4.4\" height=\"6.4\" class=\"pp-bar\"><title>HC102823F1460 — $882k — Department of Defense — 2023-10-01</title></rect><rect x=\"427.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>140M0123F0053 — $210k — Department of the Interior — 2023-10-01</title></rect><rect x=\"434.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L524F13OS0003 — $40k — Department of Commerce — 2023-10-16</title></rect><rect x=\"441.9\" y=\"210.8\" width=\"4.4\" height=\"5.2\" class=\"pp-bar\"><title>28321324FA0010012 — $713k — Social Security Administration — 2023-11-25</title></rect><rect x=\"449.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>FA877124F0050 — $81k — Department of Defense — 2024-03-29</title></rect><rect x=\"456.1\" y=\"205.6\" width=\"4.4\" height=\"10.4\" class=\"pp-bar\"><title>28321324FA0010086 — $1.4M — Social Security Administration — 2024-05-10</title></rect><rect x=\"463.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>W9124D24F0221 — $112k — Department of Defense — 2024-05-10</title></rect><rect x=\"470.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND24FNB180074 — $40k — Department of Commerce — 2024-05-27</title></rect><rect x=\"477.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L524F13OS0263 — $40k — Department of Commerce — 2024-05-31</title></rect><rect x=\"484.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB24C00000008 — $175k — Department of Commerce — 2024-07-02</title></rect><rect x=\"491.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12314424F0359 — $10k — Department of Agriculture — 2024-07-28</title></rect><rect x=\"498.8\" y=\"208.3\" width=\"4.4\" height=\"7.7\" class=\"pp-bar\"><title>80NSSC24FA953 — $1.1M — National Aeronautics and Space Administration — 2024-08-01</title></rect><rect x=\"506.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HTC71124PD007 — $29k — Department of Defense — 2024-08-03</title></rect><rect x=\"513.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639524F1139 — $107k — Department of Agriculture — 2024-08-29</title></rect><rect x=\"520.2\" y=\"196.3\" width=\"4.4\" height=\"19.7\" class=\"pp-bar\"><title>89503024FWA400892 — $2.7M — Department of Energy — 2024-08-31</title></rect><rect x=\"527.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0741 — $173k — Department of Defense — 2024-09-03</title></rect><rect x=\"534.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB24F00000218 — $43k — Department of Commerce — 2024-09-17</title></rect><rect x=\"541.6\" y=\"213.9\" width=\"4.4\" height=\"2.1\" class=\"pp-bar\"><title>70T03024F7667N101 — $293k — Department of Homeland Security — 2024-09-27</title></rect><rect x=\"548.7\" y=\"208.7\" width=\"4.4\" height=\"7.3\" class=\"pp-bar\"><title>HC102824F0871 — $999k — Department of Defense — 2024-10-01</title></rect><rect x=\"555.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L525F13OS0011 — $47k — Department of Commerce — 2024-10-16</title></rect><rect x=\"562.9\" y=\"210.6\" width=\"4.4\" height=\"5.4\" class=\"pp-bar\"><title>28321325FA0010001 — $748k — Social Security Administration — 2024-10-18</title></rect><rect x=\"570.1\" y=\"208.3\" width=\"4.4\" height=\"7.7\" class=\"pp-bar\"><title>HS002125FE024 — $1.1M — Department of Defense — 2025-02-07</title></rect><rect x=\"577.2\" y=\"205.3\" width=\"4.4\" height=\"10.7\" class=\"pp-bar\"><title>28321325FA0010114 — $1.5M — Social Security Administration — 2025-05-15</title></rect><rect x=\"584.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND25FNB180079 — $44k — Department of Commerce — 2025-05-27</title></rect><rect x=\"591.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>13ADEP25F00000079 — $189k — Department of Commerce — 2025-07-01</title></rect><rect x=\"598.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>36C10B25F0174 — $110k — Department of Veterans Affairs — 2025-07-09</title></rect><rect x=\"605.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA725 — $42k — National Aeronautics and Space Administration — 2025-08-24</title></rect><rect x=\"612.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639525F0964 — $105k — Department of Agriculture — 2025-08-27</title></rect><rect x=\"619.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD025FR0000064 — $76k — Department of Homeland Security — 2025-09-01</title></rect><rect x=\"627.0\" y=\"208.7\" width=\"4.4\" height=\"7.3\" class=\"pp-bar\"><title>HC102825F0778 — $1.0M — Department of Defense — 2025-10-01</title></rect><rect x=\"634.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L526F13OS0001 — $52k — Department of Commerce — 2025-10-16</title></rect><rect x=\"641.3\" y=\"213.8\" width=\"4.4\" height=\"2.2\" class=\"pp-bar\"><title>75N98026F00001 — $304k — Department of Health and Human Services — 2025-11-30</title></rect><rect x=\"648.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>H9241526PE001 — $112k — Department of Defense — 2026-01-16</title></rect><rect x=\"655.5\" y=\"210.4\" width=\"4.4\" height=\"5.6\" class=\"pp-bar\"><title>28321326FA0010027 — $771k — Social Security Administration — 2026-02-04</title></rect><rect x=\"662.6\" y=\"205.0\" width=\"4.4\" height=\"11.0\" class=\"pp-bar\"><title>28321326FA0010107 — $1.5M — Social Security Administration — 2026-05-27</title></rect><rect x=\"669.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND26FNB180073 — $48k — Department of Commerce — 2026-05-27</title></rect><rect x=\"676.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L526F13OS0096 — $49k — Department of Commerce — 2026-05-31</title></rect><rect x=\"684.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>13TECH26F0035 — $205k — Department of Commerce — 2026-07-01</title></rect><rect x=\"691.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>75N98026F00014 — $58k — Department of Health and Human Services — 2026-07-01</title></rect><rect x=\"698.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639526F0686 — $120k — Department of Agriculture — 2026-08-27</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-07-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-08-27</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (91 awards, obligated)</text></svg>",
      "published_date": "2026-09-25",
      "url": "/tibco/",
      "changelog": [
        {
          "date": "2026-09-25",
          "note": "Initial publication: 91 awards, $9,783–$26,400,272."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
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          "excerpt": "PURCHASE THE MICROSTRATEGY CLOUD LICENSE."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM24F2177",
          "excerpt": "ORDER FOR MICROSTRATEGY SOFTWARE MAINTENANCE OFF OF NASA SEWP NNG15SD11B"
        },
        {
          "pattern": "renewal",
          "award_id": "69319526PO00008",
          "excerpt": "MICROSTRATEGY CLOUD LICENSE RENEWAL."
        },
        {
          "pattern": "licences",
          "award_id": "69319526PO00008",
          "excerpt": "MICROSTRATEGY CLOUD LICENSE RENEWAL."
        },
        {
          "pattern": "support",
          "award_id": "69319525PO00021",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER IS TO PROCURE 12 MONTHS OF MICROSTRATEGY CLOUD LICENSE AND SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "69319525PO00021",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER IS TO PROCURE 12 MONTHS OF MICROSTRATEGY CLOUD LICENSE AND SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "1605TB23F00046",
          "excerpt": "MICROSTRATEGY LICENSES & SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "1605TB23F00046",
          "excerpt": "MICROSTRATEGY LICENSES & SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "69319520PO00021",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER# 69319520PO00021 IS TO ADD AND RENEW EXISTING MICROSTRATEGY LICENSES AND SUPPORT FROM 09/01/20 - 08/31/21."
        },
        {
          "pattern": "renewal",
          "award_id": "69319520PO00021",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER# 69319520PO00021 IS TO ADD AND RENEW EXISTING MICROSTRATEGY LICENSES AND SUPPORT FROM 09/01/20 - 08/31/21."
        },
        {
          "pattern": "licences",
          "award_id": "69319520PO00021",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER# 69319520PO00021 IS TO ADD AND RENEW EXISTING MICROSTRATEGY LICENSES AND SUPPORT FROM 09/01/20 - 08/31/21."
        },
        {
          "pattern": "licences",
          "award_id": "DTFT6014F00022",
          "excerpt": "IGF::OT::IGF PROCURE BUSINESS INTELLIGENCE TOOL CALLED MICRO STRATEGY.  THE PURPOSE OF THIS TOOL IS TO ASSIST THE TRAMS AND NTD END-USERS TO ANALYZE AND UNDERSTAND DATA FROM THESE SYSTEMS."
        },
        {
          "pattern": "support",
          "award_id": "75P00118F00160",
          "excerpt": "TASK ORDER AGAINST HHSN316201200078W TO SUPPORT THE OPERATIONS AND MAINTENANCE (O M)  OF THE MICROSTRATEGY SOFTWARE FOR PREDICTIVE ANALYTICS AND FORECASTING FOR PSC AND ASA COMPONENTS"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00118F00160",
          "excerpt": "TASK ORDER AGAINST HHSN316201200078W TO SUPPORT THE OPERATIONS AND MAINTENANCE (O M)  OF THE MICROSTRATEGY SOFTWARE FOR PREDICTIVE ANALYTICS AND FORECASTING FOR PSC AND ASA COMPONENTS"
        },
        {
          "pattern": "renewal",
          "award_id": "1605TB26F00033",
          "excerpt": "MICROSTRATEGY STRATEGY CLOUD SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1605TB26F00033",
          "excerpt": "MICROSTRATEGY STRATEGY CLOUD SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "273FCC21F0193",
          "excerpt": "MICROSTRATEGY (FY21) RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FDX030051",
          "excerpt": "RENEWAL OF DELIVERY ORDER 28321324FDX030051 FOR MAINTENANCE ON MICROSTRATEGY BI TOOL."
        },
        {
          "pattern": "support",
          "award_id": "1645BC19C0003",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12 MONTH BASE AND 4 12-MONTH OPTIONS CONTRACT POP FROM 04-30-2019 THROUGH 04-29-2024 IF ALL OPTIONS ARE EXERCISED"
        },
        {
          "pattern": "licences",
          "award_id": "1645BC19C0003",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12 MONTH BASE AND 4 12-MONTH OPTIONS CONTRACT POP FROM 04-30-2019 THROUGH 04-29-2024 IF ALL OPTIONS ARE EXERCISED"
        },
        {
          "pattern": "renewal",
          "award_id": "28321324FDX030051",
          "excerpt": "RENEWAL OF 28321323FDX030042 FOR MAINTENANCE ON MICROSTRATEGY BI TOOL SOFTWARE."
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030042",
          "excerpt": "ANNUAL RENEWAL OF MICROSTRATEGY BUSINESS INTELLIGENCE TOOL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321322FDX030063",
          "excerpt": "ANNUAL MAINTENANCE RENEWAL OF 28321321FDX030066 FOR MICROSTRATEGY BUSINESS INTELLIGENCE TOOL."
        },
        {
          "pattern": "support",
          "award_id": "95332A23F00036",
          "excerpt": "THIS AWARD IS MADE BY THE CORPORATION FOR NATIONAL AND COMMUNITY SERVICE (CNCS/AMERICORPS) OFFICE OF PROCUREMENT SERVICES ON BEHALF OF THE OFFICE OF INFORMATION TECHNOLOGY. THIS IS A FIRM-FIXED-PRICE "
        },
        {
          "pattern": "support",
          "award_id": "28321324FDX030054",
          "excerpt": "ESTABLISH A BASE YEAR PLUS TWO OPTION YEARS AND ONE SIX-MONTH OPTION FOR MICROSTRATEGY SOFTWARE LICENSES, MAINTENANCE, AND TECHNICAL SUPPORT. PERIOD OF PERFORMANCE IS 02/15/2024 - 02/14/2027. PREVIOUS"
        },
        {
          "pattern": "renewal",
          "award_id": "28321324FDX030054",
          "excerpt": "ESTABLISH A BASE YEAR PLUS TWO OPTION YEARS AND ONE SIX-MONTH OPTION FOR MICROSTRATEGY SOFTWARE LICENSES, MAINTENANCE, AND TECHNICAL SUPPORT. PERIOD OF PERFORMANCE IS 02/15/2024 - 02/14/2027. PREVIOUS"
        },
        {
          "pattern": "licences",
          "award_id": "28321324FDX030054",
          "excerpt": "ESTABLISH A BASE YEAR PLUS TWO OPTION YEARS AND ONE SIX-MONTH OPTION FOR MICROSTRATEGY SOFTWARE LICENSES, MAINTENANCE, AND TECHNICAL SUPPORT. PERIOD OF PERFORMANCE IS 02/15/2024 - 02/14/2027. PREVIOUS"
        },
        {
          "pattern": "support",
          "award_id": "9523ZY22F0075",
          "excerpt": "MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY22F0075",
          "excerpt": "MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "licences",
          "award_id": "9523ZY22F0075",
          "excerpt": "MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "support",
          "award_id": "95332A26F00035",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT AND TECH SUPPORT EXTENSION  PERIOD OF PERFORMANCE: 09/30/2026 - 09/29/2027"
        },
        {
          "pattern": "support",
          "award_id": "1645DC20C0001",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12-MONTH BASE AND TWO (2) 12-MONTH OPTIONS PERIODS  CONTRACT COMMENCING ON 01-14-2020 THROUGH 01-14-2021"
        },
        {
          "pattern": "licences",
          "award_id": "1645DC20C0001",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12-MONTH BASE AND TWO (2) 12-MONTH OPTIONS PERIODS  CONTRACT COMMENCING ON 01-14-2020 THROUGH 01-14-2021"
        },
        {
          "pattern": "renewal",
          "award_id": "75N90025F00086",
          "excerpt": "MICROSTRATEGY'S EXECUTIVE INFORMATION SYSTEM (EIS) LICENSES & MAINTENANCE FROM VERTOSOFT LLC:1334725 [25-006732]"
        },
        {
          "pattern": "licences",
          "award_id": "75N90025F00086",
          "excerpt": "MICROSTRATEGY'S EXECUTIVE INFORMATION SYSTEM (EIS) LICENSES & MAINTENANCE FROM VERTOSOFT LLC:1334725 [25-006732]"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM26P0946",
          "excerpt": "CONTINUED MICROSTRATEGY SUPPORT FOLLOW-ON TO 19AQMM25P1052"
        },
        {
          "pattern": "renewal",
          "award_id": "47HAA023F0075",
          "excerpt": "MICROSTRATEGY LICENSE RENEWAL 2023"
        },
        {
          "pattern": "licences",
          "award_id": "47HAA023F0075",
          "excerpt": "MICROSTRATEGY LICENSE RENEWAL 2023"
        },
        {
          "pattern": "support",
          "award_id": "1605TB21F00142",
          "excerpt": "NON-LABOR RE-COMPETE OF MICROSTRATEGY SERVER CPU AND PRODUCT SUPPORT.  PERIOD OF PERFORMANCE SHALL BE FROM SEPTEMBER 11, 2021 THROUGH SEPTEMBER 10, 2022 PLUS TWO OPTION YEARS.  THE PREVIOUS CONTRACT N"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM25P1052",
          "excerpt": "AWARD OF THE MICROSTRATEGY SOFTWARE RENEWAL: INCORPORATING QUOTE# GS2505285CD96 DATED 06/25/2025."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM24F0453",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM24F0453",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM23F1750",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,399.08."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM23F1750",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,399.08."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22F2259",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,389.82."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22F2259",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,389.82."
        },
        {
          "pattern": "support",
          "award_id": "80NSSC26FA193",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC26FA193",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC26FA193",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "28321323FDX030079",
          "excerpt": "RENEWAL OF MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030079",
          "excerpt": "RENEWAL OF MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "28321323FDX030079",
          "excerpt": "RENEWAL OF MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "28321322FDX030044",
          "excerpt": "RENEW MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "28321322FDX030044",
          "excerpt": "RENEW MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "28321322FDX030044",
          "excerpt": "RENEW MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "80NSSC25FA215",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA215",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC25FA215",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "9523ZY26F0037",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT, EXTENDED SUPPORT (RENEWAL), EDUCATION PASS - ARCHITECT"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY26F0037",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT, EXTENDED SUPPORT (RENEWAL), EDUCATION PASS - ARCHITECT"
        },
        {
          "pattern": "support",
          "award_id": "HC102823F0048",
          "excerpt": "MICROSTRATEGY TECHNICAL SUPPORT STANDARD"
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26C00004",
          "excerpt": "FY26 MICROSTRATEGY LICENSE RENEWAL FOR DATA ANALYTICS SYSTEM (DAS)"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26C00004",
          "excerpt": "FY26 MICROSTRATEGY LICENSE RENEWAL FOR DATA ANALYTICS SYSTEM (DAS)"
        },
        {
          "pattern": "support",
          "award_id": "9523ZY25F0033",
          "excerpt": "REQUISITION FOR MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY25F0033",
          "excerpt": "REQUISITION FOR MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "licences",
          "award_id": "9523ZY25F0033",
          "excerpt": "REQUISITION FOR MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "support",
          "award_id": "75P00125P00017",
          "excerpt": "MICROSTRATEGY TECHNICAL SUPPORT STANDARD RENEWAL - FY25 HHS PROGRAM PERFORMANCE TRACKING SYSTEM"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00125P00017",
          "excerpt": "MICROSTRATEGY TECHNICAL SUPPORT STANDARD RENEWAL - FY25 HHS PROGRAM PERFORMANCE TRACKING SYSTEM"
        },
        {
          "pattern": "support",
          "award_id": "75P00124P00040",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00124P00040",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75P00123P00098",
          "excerpt": "MICROSTRATEGY LICENSES 2023"
        },
        {
          "pattern": "licences",
          "award_id": "75P00122P00047",
          "excerpt": "MICROSTRATEGY LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "HC102822F0437",
          "excerpt": "MICROSTRATEGY SOFTWARE SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102822F0437",
          "excerpt": "MICROSTRATEGY SOFTWARE SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "86615423F00002",
          "excerpt": "MICRO STRATEGY LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "DTFT6016F00025",
          "excerpt": "IGF::OT::IGF CONTRACTOR SHALL PROVIDE IT SUPPORT TO BUILD MICRO STRATEGY BASED DASHBOARDS FOR FTA."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22P1067",
          "excerpt": "MICRO STRATEGY SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22P1067",
          "excerpt": "MICRO STRATEGY SUPPORT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22F3853",
          "excerpt": "PURCHASE OF MICRO STRATEGY PREMIER SUPPORT DSI/ANNUAL-PREMIER SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22F3853",
          "excerpt": "PURCHASE OF MICRO STRATEGY PREMIER SUPPORT DSI/ANNUAL-PREMIER SUPPORT."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 53,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 53,
        "low": 20663.24,
        "p25": 75399.08,
        "median": 283807.79,
        "p75": 626343.41,
        "high": 10390200.99,
        "from": "2014-07-01",
        "to": "2026-09-30"
      },
      "clean_count": 53,
      "scope_counts": {
        "license": 27,
        "bundle": 1,
        "renewal": 26,
        "unknown": 9,
        "support": 10,
        "training": 1
      },
      "observed_low": 20663.24,
      "observed_high": 10390200.99,
      "observed_median": 283807.79,
      "observed_total": 54637511.91,
      "award_count": 74,
      "agency_count": 18,
      "date_range": {
        "from": "2014-07-01",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "MicroStrategy",
      "slug": "microstrategy",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for MicroStrategy with amounts ranging from $20,663.24 to $10,390,200.99. The total value across 74 awards is $54,637,511.91.",
        "renewal_watch": "MicroStrategy appears in 74 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $20,663 to $4,399,851, the largest being $4,399,851 to Department of Veterans Affairs in 2023. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for MicroStrategy licenses and renewals?",
            "answer": "The median award amount for these types of contracts is $283,807.79. The lowest observed award for a licence or renewal was $20,663.24, and the highest was $10,390,200.99.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that combine MicroStrategy licenses with other products or services?",
            "answer": "Yes, some contracts bundle MicroStrategy licenses with other products or services. For instance, an award from the Department of Housing and Urban Development for $4,881,452.47 included \"MICROSTRATEGY AND SERVICENOW LICENSES.\" Another award from the Department of Transportation for $5,126,533.16 was for IT support to build MicroStrategy-based dashboards.",
            "award_ids": [
              "86615425F00002",
              "DTFT6016F00025"
            ]
          },
          {
            "question": "What is included in MicroStrategy support and maintenance contracts?",
            "answer": "MicroStrategy support and maintenance contracts can vary.",
            "award_ids": [
              "9523ZY22F0075",
              "1605TB21F00142"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 53 awards for licenses and renewals.",
            "One award for $301,079.04 from the Department of Labor explicitly states it covers \"MICROSTRATEGY LICENSES&SUPPORT.\" Another award from the Department of Justice for $748,360.94 includes \"MICROSTRATEGY SOFTWARE LICENSES AND ANNUAL MAINTENANCE.\" The Department of State had an award for $75,389.82 for \"MICROSTRATEGY SUPPORT RENEWAL.\"",
            "The Department of Commerce awarded $636,938.01 for \"MICROSTRATEGY TRAINING SOFTWARE.\"",
            "empty_faq_answer: What is the range of awards for MicroStrategy training?"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for MicroStrategy with amounts ranging",
            "US public agencies have awarded contracts for MicroStrategy with amounts ranging",
            "When considering renewals for MicroStrategy, it is important to note that contra",
            "One award for $301,079.04 from the Department of Labor explicitly states it cove",
            "Based on 53 licence and renewal awards, the typical cost for MicroStrategy contr",
            "MicroStrategy support and maintenance contracts can vary. For example, an award ",
            "Only one award specifically for MicroStrategy training was identified. The Depar",
            "The Department of Commerce awarded $636,938.01 for \"MICROSTRATEGY TRAINING SOFTW"
          ],
          "faq_in": 4,
          "faq_dropped": 1,
          "faq_kept": 3,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 74 public contract awards from 18 awarding agencies.",
          "The figures below are computed from 53 licence and renewal awards; the other 21 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 13.7, and the highest is 502.8 times the lowest.",
          "13 of 74 awards (18%) come from Department of State.",
          "The most frequent recipient across these awards is THUNDERCAT TECHNOLOGY, LLC, on 12 awards (16%).",
          "The records span 2014-07-01 to 2026-09-30."
        ],
        "numbers": [
          18,
          16,
          502.8,
          13.7,
          18,
          13,
          12,
          53,
          21
        ],
        "basis_sentence": "The figures below are computed from 53 licence and renewal awards; the other 21 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 27,
          "bundle": 1,
          "renewal": 26,
          "unknown": 9,
          "support": 10,
          "training": 1
        },
        "agency_names": [
          "Department of State",
          "Department of Health and Human Services",
          "Department of Transportation",
          "Social Security Administration",
          "Department of Labor",
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Housing and Urban Development",
          "Department of Veterans Affairs",
          "Federal Communications Commission",
          "Department of Justice",
          "Commodity Futures Trading Commission",
          "Securities and Exchange Commission",
          "Corporation for National and Community Service",
          "National Aeronautics and Space Administration",
          "Court Services and Offender Supervision Agency",
          "Department of Commerce",
          "General Services Administration"
        ],
        "agency_counts": {
          "Department of Transportation": 7,
          "Court Services and Offender Supervision Agency": 1,
          "Department of Health and Human Services": 8,
          "Department of Veterans Affairs": 3,
          "Department of Labor": 5,
          "Department of Commerce": 1,
          "Department of Homeland Security": 4,
          "Securities and Exchange Commission": 2,
          "Federal Communications Commission": 3,
          "Department of Defense": 5,
          "Department of State": 13,
          "Department of Justice": 3,
          "Social Security Administration": 7,
          "Department of Housing and Urban Development": 4,
          "Commodity Futures Trading Commission": 3,
          "General Services Administration": 1,
          "Corporation for National and Community Service": 2,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "MICROSTRATEGY SERVICES CORPORATION": 9,
          "DATASTRONG, LLC": 2,
          "DIGITAL MANAGEMENT LLC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 12,
          "INTELLIPEAK SOLUTIONS INC": 2,
          "AKIRA TECHNOLOGIES INC.": 1,
          "FCN, INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 7,
          "NEW TECH SOLUTIONS, INC.": 6,
          "UNISTAR-SPARCO COMPUTERS, INC.": 1,
          "PERATON ENTERPRISE SOLUTIONS LLC": 1,
          "VETERAN INFORMATION TECHNOLOGIES, LLC": 2,
          "GOVSMART, INC.": 7,
          "4 STAR TECHNOLOGIES, INC.": 4,
          "DLT SOLUTIONS, LLC": 3,
          "SOFTWARE INFORMATION RESOURCE CORP.": 4,
          "V3GATE, LLC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "VERTOSOFT, LLC": 5,
          "BLUE TECH INC.": 2,
          "IMPRES TECHNOLOGY SOLUTIONS, INC": 2
        },
        "top_agency": "Department of State",
        "top_recipient": "THUNDERCAT TECHNOLOGY, LLC",
        "spread_ratio": 502.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for MicroStrategy\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$5.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$10.4M</text><line x1=\"56\" y1=\"210.8\" x2=\"704\" y2=\"210.8\" class=\"pp-median\"/><text x=\"704\" y=\"204.8\" class=\"pp-median-label\" text-anchor=\"end\">median $284k</text><rect x=\"57.7\" y=\"209.6\" width=\"5.4\" height=\"6.4\" class=\"pp-bar\"><title>DTFT6014F00022 — $344k — Department of Transportation — 2014-07-01</title></rect><rect x=\"66.4\" y=\"211.3\" width=\"5.4\" height=\"4.7\" class=\"pp-bar\"><title>DTFT6016F00007 — $253k — Department of Transportation — 2015-12-10</title></rect><rect x=\"75.2\" y=\"121.3\" width=\"5.4\" height=\"94.7\" class=\"pp-bar\"><title>DTFT6016F00025 — $5.1M — Department of Transportation — 2016-08-09</title></rect><rect x=\"83.9\" y=\"210.8\" width=\"5.4\" height=\"5.2\" class=\"pp-bar\"><title>CSOSA17F0037 — $279k — Court Services and Offender Supervision Agency — 2017-05-12</title></rect><rect x=\"92.7\" y=\"209.7\" width=\"5.4\" height=\"6.3\" class=\"pp-bar\"><title>75P00118F00160 — $339k — Department of Health and Human Services — 2018-07-20</title></rect><rect x=\"101.4\" y=\"202.9\" width=\"5.4\" height=\"13.1\" class=\"pp-bar\"><title>36C10B18F2736 — $711k — Department of Veterans Affairs — 2018-09-01</title></rect><rect x=\"110.2\" y=\"210.4\" width=\"5.4\" height=\"5.6\" class=\"pp-bar\"><title>1645BC19C0003 — $301k — Department of Labor — 2019-04-30</title></rect><rect x=\"119.0\" y=\"213.6\" width=\"5.4\" height=\"2.4\" class=\"pp-bar\"><title>1645DC20C0001 — $128k — Department of Labor — 2020-01-14</title></rect><rect x=\"127.7\" y=\"204.2\" width=\"5.4\" height=\"11.8\" class=\"pp-bar\"><title>1331L520F13250494 — $637k — Department of Commerce — 2020-07-08</title></rect><rect x=\"136.5\" y=\"206.5\" width=\"5.4\" height=\"9.5\" class=\"pp-bar\"><title>69319520PO00021 — $515k — Department of Transportation — 2020-08-06</title></rect><rect x=\"145.2\" y=\"145.9\" width=\"5.4\" height=\"70.1\" class=\"pp-bar\"><title>70T03020F6BCIO401 — $3.8M — Department of Homeland Security — 2020-09-30</title></rect><rect x=\"154.0\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000092 — $81k — Department of Homeland Security — 2021-05-12</title></rect><rect x=\"162.7\" y=\"160.8\" width=\"5.4\" height=\"55.2\" class=\"pp-bar\"><title>50310221F0080 — $3.0M — Securities and Exchange Commission — 2021-06-16</title></rect><rect x=\"171.5\" y=\"210.0\" width=\"5.4\" height=\"6.0\" class=\"pp-bar\"><title>273FCC21F0193 — $327k — Federal Communications Commission — 2021-08-25</title></rect><rect x=\"180.3\" y=\"202.6\" width=\"5.4\" height=\"13.4\" class=\"pp-bar\"><title>W911QY21P0171 — $723k — Department of Defense — 2021-08-26</title></rect><rect x=\"189.0\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>1605TB21F00142 — $98k — Department of Labor — 2021-09-11</title></rect><rect x=\"197.8\" y=\"211.0\" width=\"5.4\" height=\"5.0\" class=\"pp-bar\"><title>19AQMM21P1618 — $271k — Department of State — 2021-09-30</title></rect><rect x=\"206.5\" y=\"202.2\" width=\"5.4\" height=\"13.8\" class=\"pp-bar\"><title>15F06722F0000150 — $748k — Department of Justice — 2022-01-01</title></rect><rect x=\"215.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>28321322FDX030044 — $58k — Social Security Administration — 2022-01-01</title></rect><rect x=\"224.0\" y=\"151.8\" width=\"5.4\" height=\"64.2\" class=\"pp-bar\"><title>86615322C00002 — $3.5M — Department of Housing and Urban Development — 2022-02-01</title></rect><rect x=\"232.8\" y=\"211.0\" width=\"5.4\" height=\"5.0\" class=\"pp-bar\"><title>28321322FDX030063 — $271k — Social Security Administration — 2022-02-01</title></rect><rect x=\"241.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00122P00047 — $27k — Department of Health and Human Services — 2022-04-01</title></rect><rect x=\"250.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F2259 — $75k — Department of State — 2022-04-17</title></rect><rect x=\"259.1\" y=\"206.3\" width=\"5.4\" height=\"9.7\" class=\"pp-bar\"><title>19AQMM22F2036 — $525k — Department of State — 2022-06-06</title></rect><rect x=\"267.8\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0437 — $21k — Department of Defense — 2022-07-01</title></rect><rect x=\"276.6\" y=\"213.2\" width=\"5.4\" height=\"2.8\" class=\"pp-bar\"><title>9523ZY22F0075 — $152k — Commodity Futures Trading Commission — 2022-08-01</title></rect><rect x=\"285.3\" y=\"24.0\" width=\"5.4\" height=\"192.0\" class=\"pp-bar\"><title>75FCMC22F0097 — $10.4M — Department of Health and Human Services — 2022-08-16</title></rect><rect x=\"294.1\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F3853 — $51k — Department of State — 2022-09-19</title></rect><rect x=\"302.9\" y=\"210.0\" width=\"5.4\" height=\"6.0\" class=\"pp-bar\"><title>19AQMM22P1067 — $324k — Department of State — 2022-09-30</title></rect><rect x=\"311.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102823F0048 — $41k — Department of Defense — 2022-12-07</title></rect><rect x=\"320.4\" y=\"200.5\" width=\"5.4\" height=\"15.5\" class=\"pp-bar\"><title>15F06723F0000289 — $841k — Department of Justice — 2023-01-01</title></rect><rect x=\"329.1\" y=\"210.8\" width=\"5.4\" height=\"5.2\" class=\"pp-bar\"><title>28321323FDX030042 — $284k — Social Security Administration — 2023-01-27</title></rect><rect x=\"337.9\" y=\"73.4\" width=\"5.4\" height=\"142.6\" class=\"pp-bar\"><title>86615423F00002 — $7.7M — Department of Housing and Urban Development — 2023-02-01</title></rect><rect x=\"346.6\" y=\"197.5\" width=\"5.4\" height=\"18.5\" class=\"pp-bar\"><title>273FCC23F0044 — $1000k — Federal Communications Commission — 2023-02-24</title></rect><rect x=\"355.4\" y=\"134.7\" width=\"5.4\" height=\"81.3\" class=\"pp-bar\"><title>36C10B23F0090 — $4.4M — Department of Veterans Affairs — 2023-03-24</title></rect><rect x=\"364.2\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F1251 — $26k — Department of State — 2023-03-26</title></rect><rect x=\"372.9\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>28321323FDX030079 — $63k — Social Security Administration — 2023-04-05</title></rect><rect x=\"381.7\" y=\"206.4\" width=\"5.4\" height=\"9.6\" class=\"pp-bar\"><title>1605TB23F00046 — $518k — Department of Labor — 2023-04-19</title></rect><rect x=\"390.4\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00123P00098 — $28k — Department of Health and Human Services — 2023-07-11</title></rect><rect x=\"399.2\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F1750 — $75k — Department of State — 2023-07-17</title></rect><rect x=\"407.9\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>47HAA023F0075 — $109k — General Services Administration — 2023-09-23</title></rect><rect x=\"416.7\" y=\"148.0\" width=\"5.4\" height=\"68.0\" class=\"pp-bar\"><title>273FCC23F0145 — $3.7M — Federal Communications Commission — 2023-09-28</title></rect><rect x=\"425.4\" y=\"212.1\" width=\"5.4\" height=\"3.9\" class=\"pp-bar\"><title>95332A23F00036 — $209k — Corporation for National and Community Service — 2023-09-30</title></rect><rect x=\"434.2\" y=\"162.6\" width=\"5.4\" height=\"53.4\" class=\"pp-bar\"><title>15F06724F0000162 — $2.9M — Department of Justice — 2024-01-01</title></rect><rect x=\"443.0\" y=\"192.6\" width=\"5.4\" height=\"23.4\" class=\"pp-bar\"><title>19AQMM24F0290 — $1.3M — Department of State — 2024-01-01</title></rect><rect x=\"451.7\" y=\"210.4\" width=\"5.4\" height=\"5.6\" class=\"pp-bar\"><title>28321324FDX030051 — $301k — Social Security Administration — 2024-01-26</title></rect><rect x=\"460.5\" y=\"212.3\" width=\"5.4\" height=\"3.7\" class=\"pp-bar\"><title>28321324FDX030054 — $202k — Social Security Administration — 2024-02-20</title></rect><rect x=\"469.2\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00124P00040 — $29k — Department of Health and Human Services — 2024-04-01</title></rect><rect x=\"478.0\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24F0453 — $80k — Department of State — 2024-04-17</title></rect><rect x=\"486.7\" y=\"156.8\" width=\"5.4\" height=\"59.2\" class=\"pp-bar\"><title>50310224F0083 — $3.2M — Securities and Exchange Commission — 2024-06-11</title></rect><rect x=\"495.5\" y=\"205.0\" width=\"5.4\" height=\"11.0\" class=\"pp-bar\"><title>69319524PO00029 — $595k — Department of Transportation — 2024-08-28</title></rect><rect x=\"504.3\" y=\"212.8\" width=\"5.4\" height=\"3.2\" class=\"pp-bar\"><title>70B02C24F00000779 — $173k — Department of Homeland Security — 2024-09-03</title></rect><rect x=\"513.0\" y=\"205.2\" width=\"5.4\" height=\"10.8\" class=\"pp-bar\"><title>19AQMM24F2177 — $586k — Department of State — 2024-09-30</title></rect><rect x=\"521.8\" y=\"125.8\" width=\"5.4\" height=\"90.2\" class=\"pp-bar\"><title>86615425F00002 — $4.9M — Department of Housing and Urban Development — 2024-12-31</title></rect><rect x=\"530.5\" y=\"210.2\" width=\"5.4\" height=\"5.8\" class=\"pp-bar\"><title>28321325FDX030051 — $315k — Social Security Administration — 2025-02-01</title></rect><rect x=\"539.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>N0018925FR032 — $32k — Department of Defense — 2025-02-04</title></rect><rect x=\"548.0\" y=\"186.5\" width=\"5.4\" height=\"29.5\" class=\"pp-bar\"><title>36C10B25F0092 — $1.6M — Department of Veterans Affairs — 2025-03-21</title></rect><rect x=\"556.8\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA215 — $54k — National Aeronautics and Space Administration — 2025-03-23</title></rect><rect x=\"565.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00125P00017 — $29k — Department of Health and Human Services — 2025-04-01</title></rect><rect x=\"574.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25P1052 — $82k — Department of State — 2025-04-17</title></rect><rect x=\"583.1\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>9523ZY25F0033 — $32k — Commodity Futures Trading Commission — 2025-07-31</title></rect><rect x=\"591.8\" y=\"211.3\" width=\"5.4\" height=\"4.7\" class=\"pp-bar\"><title>N0018925FR138 — $254k — Department of Defense — 2025-08-21</title></rect><rect x=\"600.6\" y=\"206.3\" width=\"5.4\" height=\"9.7\" class=\"pp-bar\"><title>69319525PO00021 — $522k — Department of Transportation — 2025-08-28</title></rect><rect x=\"609.3\" y=\"212.7\" width=\"5.4\" height=\"3.3\" class=\"pp-bar\"><title>70B02C25F00000722 — $177k — Department of Homeland Security — 2025-09-12</title></rect><rect x=\"618.1\" y=\"204.4\" width=\"5.4\" height=\"11.6\" class=\"pp-bar\"><title>19AQMM25F1918 — $626k — Department of State — 2025-09-30</title></rect><rect x=\"626.9\" y=\"213.9\" width=\"5.4\" height=\"2.1\" class=\"pp-bar\"><title>75N90025F00086 — $116k — Department of Health and Human Services — 2025-09-30</title></rect><rect x=\"635.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC26FA193 — $64k — National Aeronautics and Space Administration — 2026-03-23</title></rect><rect x=\"644.4\" y=\"209.8\" width=\"5.4\" height=\"6.2\" class=\"pp-bar\"><title>1605TB26F00033 — $335k — Department of Labor — 2026-04-16</title></rect><rect x=\"653.1\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>9523ZY26F0037 — $52k — Commodity Futures Trading Commission — 2026-07-14</title></rect><rect x=\"661.9\" y=\"213.9\" width=\"5.4\" height=\"2.1\" class=\"pp-bar\"><title>19AQMM26P0946 — $113k — Department of State — 2026-08-05</title></rect><rect x=\"670.6\" y=\"206.3\" width=\"5.4\" height=\"9.7\" class=\"pp-bar\"><title>69319526PO00008 — $522k — Department of Transportation — 2026-08-28</title></rect><rect x=\"679.4\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26C00004 — $38k — Department of Health and Human Services — 2026-08-28</title></rect><rect x=\"688.2\" y=\"213.5\" width=\"5.4\" height=\"2.5\" class=\"pp-bar\"><title>95332A26F00035 — $134k — Corporation for National and Community Service — 2026-09-10</title></rect><rect x=\"696.9\" y=\"108.3\" width=\"5.4\" height=\"107.7\" class=\"pp-bar\"><title>86615426F00011 — $5.8M — Department of Housing and Urban Development — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2014-07-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (74 awards, obligated)</text></svg>",
      "published_date": "2026-09-23",
      "url": "/microstrategy/",
      "changelog": [
        {
          "date": "2026-09-23",
          "note": "Initial publication: 74 awards, $20,663–$10,390,201."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "palantir",
      "product_name": "Palantir",
      "vendor": "Palantir Technologies",
      "list_price": null,
      "awards": [
        {
          "award_id": "HHSD2002012F42326",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Centers for Disease Control and Prevention",
          "action_date": "2011-12-12",
          "end_date": "2016-12-11",
          "amount": 1692184.8,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PALANTIR CLOUD SOFTWARE BAB914249A",
          "psc_code": "D317",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSD2002012F42326_7523_GS35F0086U_4730"
        },
        {
          "award_id": "DJF161200G0006438",
          "recipient": "PAT V MACK INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2016-08-01",
          "end_date": "2024-01-31",
          "amount": 4421669.97,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PALANTIR SMES",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DJF161200G0006438_1549_GS35F034DA_4732"
        },
        {
          "award_id": "DJF171200D0003027",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2017-09-29",
          "end_date": "2023-01-28",
          "amount": 6919155.64,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FEPP BPA, TO # 1, ESOC PALANTIR MAINTENANCE SERVICE",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DJF171200D0003027_1549_DJF171200S0008254_1549"
        },
        {
          "award_id": "15F06718D0000752",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2018-03-13",
          "end_date": "2023-09-29",
          "amount": 935285.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FEPP BPA, TO # 3, PALANTIR MAINTENANCE SERVICE",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15F06718D0000752_1549_DJF171200S0008254_1549"
        },
        {
          "award_id": "50310220F0137",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Securities and Exchange Commission",
          "sub_agency": "Securities and Exchange Commission",
          "action_date": "2020-06-17",
          "end_date": "2022-09-19",
          "amount": 14281090.94,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "ENTERPRISE DATA ANALYTICS PLATFORM (EDAP)- PALANTIR SOFTWARE AND SUPPORT",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_50310220F0137_5000_SECHQ115A0025_5000"
        },
        {
          "award_id": "W911QX20C0041",
          "recipient": "PALANTIR USG INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2020-09-29",
          "end_date": "2022-11-30",
          "amount": 91176843.61,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PALANTIR SHALL PERFORM TESTING AN END-TO-END APPROACH TO ARTIFICIAL INTELLIGENCE FOR DEFENSE USE CASES.",
          "psc_code": "AJ42",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W911QX20C0041_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "75P00121F80081",
          "recipient": "I3 FEDERAL LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Administration",
          "action_date": "2021-04-21",
          "end_date": "2022-04-20",
          "amount": 9982560.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "HEALTH AND HUMAN SERVICES ? OFFICE OF THE CHIEF INFORMATION OFFICER (HHS-OCIO) COVID-19 PALANTIR HHS CARES LICENSE ACCESS TO SECURE DATA ECOSYSTEM.",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75P00121F80081_7570_NNG15SD31B_8000"
        },
        {
          "award_id": "15M10421FA4700153",
          "recipient": "I3 FEDERAL LLC",
          "resolved_vendor": null,
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          "pattern": "support",
          "award_id": "W912CM26FA009",
          "excerpt": "PALANTIR- MAVEN SMART SYSTEMS (MSS) FIELD SERVICE REPRESENTATIVE (FSR) SUPPORT FOR FORT KNOX, FIFTH CORP"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM23F7610",
          "excerpt": "---------- COMMENTS: THIS IS A REQUEST FOR OBO/IRM TO PLACE A NEW TASK ORDER UNDER PALANTIR USG INC., BPA # 19AQMM22A0249 FOR RPA DATA INTEGRATION PILOT. THE CONTRACTOR WILL SUPPORT OBO TO PROVIDE AN "
        },
        {
          "pattern": "integration",
          "award_id": "19AQMM23F7610",
          "excerpt": "---------- COMMENTS: THIS IS A REQUEST FOR OBO/IRM TO PLACE A NEW TASK ORDER UNDER PALANTIR USG INC., BPA # 19AQMM22A0249 FOR RPA DATA INTEGRATION PILOT. THE CONTRACTOR WILL SUPPORT OBO TO PROVIDE AN "
        },
        {
          "pattern": "training",
          "award_id": "N6523626PE029",
          "excerpt": "PALANTIR FOUNDRY IN-PERSON AND VIRTUAL TRAINING. PID: N65236-26-SIMACQ-LSUBP00049-0103"
        },
        {
          "pattern": "training",
          "award_id": "FA480025P0169",
          "excerpt": "3-DAY IN-PERSON PALANTIR FOUNDRY TRAINING FOR JECC"
        },
        {
          "pattern": "support",
          "award_id": "75N95023F00003",
          "excerpt": "PALANTIR TECHNOLOGIES WILL CONDUCT A 10-WEEK PILOT TO EVALUATE PALANTIR FOUNDRY'S ABILITY TO SUPPORT SRP'S SELECTION OF PEER REVIEWERS."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 35,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 35,
        "low": 209515.68,
        "p25": 1491237.85,
        "median": 3719000.04,
        "p75": 7181445.02,
        "high": 32106349.78,
        "from": "2011-12-12",
        "to": "2026-09-29"
      },
      "clean_count": 35,
      "scope_counts": {
        "unknown": 17,
        "license": 34,
        "support": 12,
        "services": 3,
        "renewal": 1,
        "training": 4
      },
      "observed_low": 209515.68,
      "observed_high": 32106349.78,
      "observed_median": 3719000.04,
      "observed_total": 182043747.82,
      "award_count": 71,
      "agency_count": 13,
      "date_range": {
        "from": "2011-12-12",
        "to": "2026-09-29"
      },
      "last_verified": "2026-10-05",
      "name": "Palantir",
      "slug": "palantir",
      "prose": {
        "answer_lead": "The lowest recorded contract amount awarded by a US public agency for Palantir was $209,515.68. The highest recorded contract amount awarded by a US public agency for Palantir was $32,106,349.78. No list price for Palantir was provided in the available evidence.",
        "renewal_watch": "A Department of Justice award for $6,919,155.64 covered 'PALANTIR MAINTENANCE SERVICE'.",
        "faq": [
          {
            "question": "What is the typical contract amount for Palantir licenses and renewals?",
            "answer": "The median amount observed across 35 license and renewal awards is $3,719,000.04.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond the Palantir license fee?",
            "answer": "Contract descriptions indicate that additional costs for Palantir can include support, maintenance, and services.",
            "award_ids": [
              "DJF171200D0003027",
              "50310220F0137",
              "12639522F0270",
              "2032H524F00743",
              "19AQMM24F1798",
              "2023H225F00156",
              "75N95023F00011",
              "75F40122F80469",
              "19AQMM25F0725",
              "692M1524F00084",
              "692M1525F00018",
              "75N95023F00001",
              "86615526F00002",
              "W912CM26FA009"
            ]
          },
          {
            "question": "What is the highest amount an agency has paid for a Palantir license?",
            "answer": "The highest recorded contract amount for a Palantir license is $32,106,349.78, awarded by the Department of Homeland Security to 'PROCURE PALANTIR LICENSE FOR SOFTWARE AS A SERVICE'.",
            "award_ids": [
              "70RCSJ26FC0000028"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "One agency awarded a contract for a 'PALANTIR PLATFORM EVALUATION TERM SOFTWARE LICENSE FOR 6-MONTH PERIOD' for $209,515.68.",
            "empty_faq_answer: What is the lowest amount an agency has paid for a Palantir license?",
            "The Department of Defense awarded $98,325 for '3-DAY IN-PERSON PALANTIR FOUNDRY TRAINING FOR JECC'.",
            "empty_faq_answer: Have agencies purchased training for Palantir?"
          ],
          "rewritten": [
            "US public agencies have awarded Palantir contracts with amounts ranging from a l",
            "Buyers should note that several contract descriptions indicate that 'support' an",
            "A Department of Justice award for $6,919,155.64 covered 'PALANTIR MAINTENANCE SE",
            "Based on 35 license and renewal awards, the typical contract amount for Palantir",
            "Yes, contract descriptions indicate that additional costs for Palantir can inclu",
            "The lowest recorded contract amount for a Palantir license is $209,515.68, award",
            "One agency, the Department of Defense, awarded a contract for a 'PALANTIR PLATFO",
            "Yes, agencies have purchased training for Palantir. For example, the Department ",
            "Agencies have purchased training for Palantir. For example, the Department of De"
          ],
          "faq_in": 5,
          "faq_dropped": 2,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 71 public contract awards from 13 awarding agencies.",
          "The figures below are computed from 35 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 17.8, and the highest is 153.2 times the lowest.",
          "21 of 71 awards (30%) come from Department of Defense.",
          "The most frequent recipient across these awards is PALANTIR TECHNOLOGIES INC., on 24 awards (34%).",
          "The records span 2011-12-12 to 2026-09-29."
        ],
        "numbers": [
          30,
          34,
          153.2,
          17.8,
          13,
          21,
          24,
          35,
          36
        ],
        "basis_sentence": "The figures below are computed from 35 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 17,
          "license": 34,
          "support": 12,
          "services": 3,
          "renewal": 1,
          "training": 4
        },
        "agency_names": [
          "Department of Defense",
          "Department of State",
          "Department of Health and Human Services",
          "Department of Justice",
          "Department of Transportation",
          "Department of Agriculture",
          "Department of the Treasury",
          "Department of Commerce",
          "Department of the Interior",
          "Securities and Exchange Commission",
          "U.S. International Development Finance Corporation",
          "Department of Housing and Urban Development",
          "Department of Homeland Security"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 9,
          "Department of Justice": 8,
          "Securities and Exchange Commission": 1,
          "Department of Defense": 21,
          "Department of Agriculture": 4,
          "Department of State": 10,
          "Department of Transportation": 8,
          "Department of the Treasury": 3,
          "Department of Commerce": 2,
          "U.S. International Development Finance Corporation": 1,
          "Department of the Interior": 2,
          "Department of Housing and Urban Development": 1,
          "Department of Homeland Security": 1
        },
        "recipient_counts": {
          "PALANTIR TECHNOLOGIES INC.": 24,
          "PAT V MACK INC": 3,
          "PALANTIR USG INC": 23,
          "I3 FEDERAL LLC": 7,
          "SAVA WORKFORCE SOLUTIONS LLC": 1,
          "CDW GOVERNMENT LLC": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 5,
          "AFFIGENT, LLC": 3,
          "WOLFTEK MISSION GROUP, LLC": 1,
          "ONTOLOGIZE, INC": 2
        },
        "top_agency": "Department of Defense",
        "top_recipient": "PALANTIR TECHNOLOGIES INC.",
        "spread_ratio": 153.2
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Palantir\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$45.6M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$91.2M</text><line x1=\"56\" y1=\"208.2\" x2=\"704\" y2=\"208.2\" class=\"pp-median\"/><text x=\"704\" y=\"202.2\" class=\"pp-median-label\" text-anchor=\"end\">median $3.7M</text><rect x=\"57.7\" y=\"212.4\" width=\"5.7\" height=\"3.6\" class=\"pp-bar\"><title>HHSD2002012F42326 — $1.7M — Department of Health and Human Services — 2011-12-12</title></rect><rect x=\"66.9\" y=\"206.7\" width=\"5.7\" height=\"9.3\" class=\"pp-bar\"><title>DJF161200G0006438 — $4.4M — Department of Justice — 2016-08-01</title></rect><rect x=\"76.0\" y=\"201.4\" width=\"5.7\" height=\"14.6\" class=\"pp-bar\"><title>DJF171200D0003027 — $6.9M — Department of Justice — 2017-09-29</title></rect><rect x=\"85.1\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>15F06718D0000752 — $935k — Department of Justice — 2018-03-13</title></rect><rect x=\"94.2\" y=\"185.9\" width=\"5.7\" height=\"30.1\" class=\"pp-bar\"><title>50310220F0137 — $14.3M — Securities and Exchange Commission — 2020-06-17</title></rect><rect x=\"103.4\" y=\"24.0\" width=\"5.7\" height=\"192.0\" class=\"pp-bar\"><title>W911QX20C0041 — $91.2M — Department of Defense — 2020-09-29</title></rect><rect x=\"112.5\" y=\"195.0\" width=\"5.7\" height=\"21.0\" class=\"pp-bar\"><title>75P00121F80081 — $10.0M — Department of Health and Human Services — 2021-04-21</title></rect><rect x=\"121.6\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>15M10421FA4700153 — $262k — Department of Justice — 2021-06-28</title></rect><rect x=\"130.7\" y=\"212.7\" width=\"5.7\" height=\"3.3\" class=\"pp-bar\"><title>15F06721F0001876 — $1.6M — Department of Justice — 2021-08-03</title></rect><rect x=\"139.9\" y=\"211.1\" width=\"5.7\" height=\"4.9\" class=\"pp-bar\"><title>75F40121F80407 — $2.3M — Department of Health and Human Services — 2021-09-21</title></rect><rect x=\"149.0\" y=\"190.4\" width=\"5.7\" height=\"25.6\" class=\"pp-bar\"><title>12639522F0270 — $12.2M — Department of Agriculture — 2022-01-28</title></rect><rect x=\"158.1\" y=\"213.8\" width=\"5.7\" height=\"2.2\" class=\"pp-bar\"><title>15JPSS22F00000269 — $1.0M — Department of Justice — 2022-02-01</title></rect><rect x=\"167.3\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>15M10422FA4700202 — $262k — Department of Justice — 2022-06-01</title></rect><rect x=\"176.4\" y=\"197.7\" width=\"5.7\" height=\"18.3\" class=\"pp-bar\"><title>75N95023F00011 — $8.7M — Department of Health and Human Services — 2022-09-28</title></rect><rect x=\"185.5\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>75N95023F00003 — $75k — Department of Health and Human Services — 2022-09-28</title></rect><rect x=\"194.6\" y=\"205.7\" width=\"5.7\" height=\"10.3\" class=\"pp-bar\"><title>75F40122F80469 — $4.9M — Department of Health and Human Services — 2022-09-29</title></rect><rect x=\"203.8\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>75N95023F00001 — $350k — Department of Health and Human Services — 2022-11-25</title></rect><rect x=\"212.9\" y=\"213.3\" width=\"5.7\" height=\"2.7\" class=\"pp-bar\"><title>12639523F0716 — $1.3M — Department of Agriculture — 2023-06-26</title></rect><rect x=\"222.0\" y=\"206.5\" width=\"5.7\" height=\"9.5\" class=\"pp-bar\"><title>HS002123F0060 — $4.5M — Department of Defense — 2023-09-09</title></rect><rect x=\"231.1\" y=\"213.7\" width=\"5.7\" height=\"2.3\" class=\"pp-bar\"><title>15F06723C0002443 — $1.1M — Department of Justice — 2023-09-27</title></rect><rect x=\"240.3\" y=\"209.7\" width=\"5.7\" height=\"6.3\" class=\"pp-bar\"><title>75N95023F00012 — $3.0M — Department of Health and Human Services — 2023-09-29</title></rect><rect x=\"249.4\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F7610 — $120k — Department of State — 2023-09-30</title></rect><rect x=\"258.5\" y=\"213.5\" width=\"5.7\" height=\"2.5\" class=\"pp-bar\"><title>697DCK24F00113 — $1.2M — Department of Transportation — 2024-01-05</title></rect><rect x=\"267.6\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>FA865624FB003 — $1k — Department of Defense — 2024-02-07</title></rect><rect x=\"276.8\" y=\"192.9\" width=\"5.7\" height=\"23.1\" class=\"pp-bar\"><title>692M1524F00084 — $10.9M — Department of Transportation — 2024-06-07</title></rect><rect x=\"285.9\" y=\"207.1\" width=\"5.7\" height=\"8.9\" class=\"pp-bar\"><title>19AQMM24F1144 — $4.2M — Department of State — 2024-06-17</title></rect><rect x=\"295.0\" y=\"208.2\" width=\"5.7\" height=\"7.8\" class=\"pp-bar\"><title>697DCK24F00646 — $3.7M — Department of Transportation — 2024-08-21</title></rect><rect x=\"304.2\" y=\"202.6\" width=\"5.7\" height=\"13.4\" class=\"pp-bar\"><title>2032H524F00743 — $6.4M — Department of the Treasury — 2024-09-26</title></rect><rect x=\"313.3\" y=\"195.2\" width=\"5.7\" height=\"20.8\" class=\"pp-bar\"><title>19AQMM24F1798 — $9.9M — Department of State — 2024-09-29</title></rect><rect x=\"322.4\" y=\"205.6\" width=\"5.7\" height=\"10.4\" class=\"pp-bar\"><title>19AQMM24F2524 — $4.9M — Department of State — 2024-09-30</title></rect><rect x=\"331.5\" y=\"199.8\" width=\"5.7\" height=\"16.2\" class=\"pp-bar\"><title>N6833525F0017 — $7.7M — Department of Defense — 2024-10-28</title></rect><rect x=\"340.7\" y=\"201.5\" width=\"5.7\" height=\"14.5\" class=\"pp-bar\"><title>1331L525F0002 — $6.9M — Department of Commerce — 2024-10-30</title></rect><rect x=\"349.8\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>75N95025F00001 — $375k — Department of Health and Human Services — 2024-12-18</title></rect><rect x=\"358.9\" y=\"210.5\" width=\"5.7\" height=\"5.5\" class=\"pp-bar\"><title>692M1525F00018 — $2.6M — Department of Transportation — 2024-12-23</title></rect><rect x=\"368.0\" y=\"209.3\" width=\"5.7\" height=\"6.7\" class=\"pp-bar\"><title>692M1525F00024 — $3.2M — Department of Transportation — 2025-02-12</title></rect><rect x=\"377.2\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W911NF25PA008 — $210k — Department of Defense — 2025-04-09</title></rect><rect x=\"386.3\" y=\"206.6\" width=\"5.7\" height=\"9.4\" class=\"pp-bar\"><title>19AQMM25F0725 — $4.5M — Department of State — 2025-05-01</title></rect><rect x=\"395.4\" y=\"207.4\" width=\"5.7\" height=\"8.6\" class=\"pp-bar\"><title>12314425C0037 — $4.1M — Department of Agriculture — 2025-05-01</title></rect><rect x=\"404.6\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>692M1525F00065 — $297k — Department of Transportation — 2025-06-02</title></rect><rect x=\"413.7\" y=\"191.9\" width=\"5.7\" height=\"24.1\" class=\"pp-bar\"><title>692M1525F00088 — $11.4M — Department of Transportation — 2025-06-10</title></rect><rect x=\"422.8\" y=\"182.4\" width=\"5.7\" height=\"33.6\" class=\"pp-bar\"><title>77344425C0009 — $16.0M — U.S. International Development Finance Corporation — 2025-08-14</title></rect><rect x=\"431.9\" y=\"208.0\" width=\"5.7\" height=\"8.0\" class=\"pp-bar\"><title>W912CM25FA017 — $3.8M — Department of Defense — 2025-09-07</title></rect><rect x=\"441.1\" y=\"209.7\" width=\"5.7\" height=\"6.3\" class=\"pp-bar\"><title>W9128Z25FA010 — $3.0M — Department of Defense — 2025-09-22</title></rect><rect x=\"450.2\" y=\"210.5\" width=\"5.7\" height=\"5.5\" class=\"pp-bar\"><title>W911NF25FA022 — $2.6M — Department of Defense — 2025-09-22</title></rect><rect x=\"459.3\" y=\"200.2\" width=\"5.7\" height=\"15.8\" class=\"pp-bar\"><title>SP470125P0061 — $7.5M — Department of Defense — 2025-09-24</title></rect><rect x=\"468.4\" y=\"206.6\" width=\"5.7\" height=\"9.4\" class=\"pp-bar\"><title>2023H225F00145 — $4.5M — Department of the Treasury — 2025-09-24</title></rect><rect x=\"477.6\" y=\"211.9\" width=\"5.7\" height=\"4.1\" class=\"pp-bar\"><title>140D0425F0242 — $1.9M — Department of the Interior — 2025-09-25</title></rect><rect x=\"486.7\" y=\"197.1\" width=\"5.7\" height=\"18.9\" class=\"pp-bar\"><title>2023H225F00156 — $9.0M — Department of the Treasury — 2025-09-28</title></rect><rect x=\"495.8\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>FA480025P0169 — $98k — Department of Defense — 2025-09-29</title></rect><rect x=\"504.9\" y=\"166.2\" width=\"5.7\" height=\"49.8\" class=\"pp-bar\"><title>19AQMM25F7362 — $23.6M — Department of State — 2025-09-30</title></rect><rect x=\"514.1\" y=\"168.6\" width=\"5.7\" height=\"47.4\" class=\"pp-bar\"><title>19AQMM25F7270 — $22.5M — Department of State — 2025-09-30</title></rect><rect x=\"523.2\" y=\"184.9\" width=\"5.7\" height=\"31.1\" class=\"pp-bar\"><title>19AQMM25F7364 — $14.8M — Department of State — 2025-09-30</title></rect><rect x=\"532.3\" y=\"190.3\" width=\"5.7\" height=\"25.7\" class=\"pp-bar\"><title>W912CM25FA018 — $12.2M — Department of Defense — 2025-09-30</title></rect><rect x=\"541.5\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W912CM25FA021 — $804k — Department of Defense — 2025-09-30</title></rect><rect x=\"550.6\" y=\"209.7\" width=\"5.7\" height=\"6.3\" class=\"pp-bar\"><title>W519TC26FA070 — $3.0M — Department of Defense — 2025-12-15</title></rect><rect x=\"559.7\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>86615526F00002 — $500k — Department of Housing and Urban Development — 2025-12-31</title></rect><rect x=\"568.8\" y=\"213.3\" width=\"5.7\" height=\"2.7\" class=\"pp-bar\"><title>W91QVN26FA191 — $1.3M — Department of Defense — 2026-01-01</title></rect><rect x=\"578.0\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W912CM26FA008 — $804k — Department of Defense — 2026-01-31</title></rect><rect x=\"587.1\" y=\"207.1\" width=\"5.7\" height=\"8.9\" class=\"pp-bar\"><title>W9124P26FA095 — $4.2M — Department of Defense — 2026-02-12</title></rect><rect x=\"596.2\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W912CM26FA009 — $188k — Department of Defense — 2026-03-02</title></rect><rect x=\"605.3\" y=\"211.9\" width=\"5.7\" height=\"4.1\" class=\"pp-bar\"><title>140D0426F0295 — $1.9M — Department of the Interior — 2026-03-24</title></rect><rect x=\"614.5\" y=\"206.5\" width=\"5.7\" height=\"9.5\" class=\"pp-bar\"><title>W9124P26FA179 — $4.5M — Department of Defense — 2026-03-30</title></rect><rect x=\"623.6\" y=\"212.2\" width=\"5.7\" height=\"3.8\" class=\"pp-bar\"><title>HQ085726FE001 — $1.8M — Department of Defense — 2026-05-11</title></rect><rect x=\"632.7\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>N6523626PE029 — $107k — Department of Defense — 2026-05-13</title></rect><rect x=\"641.8\" y=\"182.9\" width=\"5.7\" height=\"33.1\" class=\"pp-bar\"><title>W9128Z26FA025 — $15.7M — Department of Defense — 2026-06-18</title></rect><rect x=\"651.0\" y=\"157.2\" width=\"5.7\" height=\"58.8\" class=\"pp-bar\"><title>12314426F0217 — $27.9M — Department of Agriculture — 2026-06-22</title></rect><rect x=\"660.1\" y=\"196.0\" width=\"5.7\" height=\"20.0\" class=\"pp-bar\"><title>692M1526F00076 — $9.5M — Department of Transportation — 2026-07-16</title></rect><rect x=\"669.2\" y=\"204.6\" width=\"5.7\" height=\"11.4\" class=\"pp-bar\"><title>19AQMM26F7194 — $5.4M — Department of State — 2026-09-01</title></rect><rect x=\"678.4\" y=\"213.0\" width=\"5.7\" height=\"3.0\" class=\"pp-bar\"><title>19AQMM26F7208 — $1.4M — Department of State — 2026-09-15</title></rect><rect x=\"687.5\" y=\"208.0\" width=\"5.7\" height=\"8.0\" class=\"pp-bar\"><title>1331L526F0474 — $3.8M — Department of Commerce — 2026-09-25</title></rect><rect x=\"696.6\" y=\"148.4\" width=\"5.7\" height=\"67.6\" class=\"pp-bar\"><title>70RCSJ26FC0000028 — $32.1M — Department of Homeland Security — 2026-09-29</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2011-12-12</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-29</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (71 awards, obligated)</text></svg>",
      "published_date": "2026-09-22",
      "url": "/palantir/",
      "changelog": [
        {
          "date": "2026-09-21",
          "note": "Initial publication: 71 awards, $1,000–$91,176,844."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $91,176,844 -> $32,106,350; lowest observed $1,000 -> $209,516"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
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          "pattern": "support",
          "award_id": "75D30126F20837",
          "excerpt": "CLOUDERA SUPPORT SERVICES AND CLOUD SUBSCRIPTION CREDITS"
        },
        {
          "pattern": "renewal",
          "award_id": "75D30126F20837",
          "excerpt": "CLOUDERA SUPPORT SERVICES AND CLOUD SUBSCRIPTION CREDITS"
        },
        {
          "pattern": "licences",
          "award_id": "75D30126F20837",
          "excerpt": "CLOUDERA SUPPORT SERVICES AND CLOUD SUBSCRIPTION CREDITS"
        },
        {
          "pattern": "licences",
          "award_id": "15JPSS24F00000144",
          "excerpt": "CLOUDERA DATA PLATFORM LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22F0134",
          "excerpt": "CLOUDERA SCIENCE DATA WORKBENCH MAINT. RENEWAL"
        },
        {
          "pattern": "training",
          "award_id": "2031ZB23F00028",
          "excerpt": "CLOUDERA DATA SCIENCE WORKBENCH (CDSW) TRAINING"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA093",
          "excerpt": "CLOUDERA SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC25FA093",
          "excerpt": "CLOUDERA SUBSCRIPTIONS"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 51,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 51,
        "low": 12870.0,
        "p25": 131363.01,
        "median": 249940.08,
        "p75": 433673.16,
        "high": 4343649.68,
        "from": "2018-08-15",
        "to": "2026-09-03"
      },
      "clean_count": 51,
      "scope_counts": {
        "license": 34,
        "unknown": 8,
        "renewal": 17,
        "services": 1,
        "support": 5,
        "training": 1
      },
      "observed_low": 12870.0,
      "observed_high": 4343649.68,
      "observed_median": 249940.08,
      "observed_total": 23179766.43,
      "award_count": 66,
      "agency_count": 10,
      "date_range": {
        "from": "2018-08-15",
        "to": "2026-09-03"
      },
      "last_verified": "2026-10-05",
      "name": "Cloudera",
      "slug": "cloudera",
      "prose": {
        "answer_lead": "Public agencies have awarded 66 contracts naming Cloudera, from $12,870 to $4,343,650, each traced to a USAspending record. 51 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Cloudera appears in 66 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $12,870 to $4,343,650, the largest being $4,343,650 to Department of Defense in 2024. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for Cloudera licenses and renewals?",
            "answer": "The lowest observed award for a license was $12,870 and the highest was $4,343,649.68.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond the core Cloudera license?",
            "answer": "Contract descriptions indicate additional costs for services, support, and training.",
            "award_ids": [
              "70RTAC19FR0000078",
              "2031ZB23F00028"
            ]
          },
          {
            "question": "What is the cost of Cloudera support?",
            "answer": "Observed awards for Cloudera support vary.",
            "award_ids": [
              "36C10B23F0107",
              "2032H524F00105"
            ]
          },
          {
            "question": "How much does Cloudera Data Platform Private Cloud cost?",
            "answer": "Awards for Cloudera Data Platform Private Cloud show varying amounts.",
            "award_ids": [
              "28321322FDX030069",
              "2031ZB26F00021"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are derived from license and renewal awards.",
            "No supported sentences were provided in the evidence.",
            "One agency paid $298,968.36 for 'CLOUDERA-NIFI SOFTWARE AND MAINTENANCE'.",
            "Another award included $205,458.56 for 'CLOUDERA DATA PLATFORM FLOW MANAGEMENT EDITION ANNUAL SUB 4 CORES BUSINESS SUPPORT'."
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Cloudera with amounts ranging from",
            "US public agencies have awarded contracts for Cloudera with amounts ranging from",
            "Buyers should note that renewal costs for Cloudera can vary significantly. For i",
            "The Department of Homeland Security renewed Cloudera for $319,680 in March 2019,",
            "Based on 51 license and renewal awards, the typical range for Cloudera contracts",
            "Yes, contract descriptions indicate additional costs for services, support, and ",
            "Contract descriptions indicate additional costs for services, support, and train",
            "Observed awards for Cloudera support vary. One agency paid $298,968.36 for 'CLOU",
            "Observed awards for Cloudera support vary. One agency paid $298,968.36 for 'CLOU",
            "Awards for Cloudera Data Platform Private Cloud show varying amounts. One agency"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 66 public contract awards from 10 awarding agencies.",
          "The figures below are computed from 51 licence and renewal awards; the other 15 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 19.4, and the highest is 337.5 times the lowest.",
          "22 of 66 awards (33%) come from Department of Defense.",
          "The most frequent recipient across these awards is GOVSMART, INC., on 12 awards (18%).",
          "The records span 2018-08-15 to 2026-09-03."
        ],
        "numbers": [
          33,
          18,
          337.5,
          19.4,
          10,
          22,
          12,
          51,
          15
        ],
        "basis_sentence": "The figures below are computed from 51 licence and renewal awards; the other 15 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 34,
          "unknown": 8,
          "renewal": 17,
          "services": 1,
          "support": 5,
          "training": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of the Treasury",
          "Department of Justice",
          "Social Security Administration",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "National Aeronautics and Space Administration",
          "Department of Veterans Affairs",
          "Department of Commerce",
          "Department of Agriculture"
        ],
        "agency_counts": {
          "Department of Homeland Security": 4,
          "Department of Defense": 22,
          "Department of Health and Human Services": 4,
          "Department of the Treasury": 10,
          "National Aeronautics and Space Administration": 4,
          "Department of Commerce": 3,
          "Social Security Administration": 6,
          "Department of Veterans Affairs": 4,
          "Department of Justice": 7,
          "Department of Agriculture": 2
        },
        "recipient_counts": {
          "ANACAPA MICRO PRODUCTS, INC.": 1,
          "FCN, INC.": 4,
          "CSRA LLC": 1,
          "FOUR LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "CARAHSOFT TECHNOLOGY CORP": 8,
          "NEW TECH SOLUTIONS, INC.": 6,
          "GOVSMART, INC.": 12,
          "RED RIVER TECHNOLOGY LLC": 2,
          "FIERCE SOFTWARE CORP": 3,
          "ATLANTIC DIVING SUPPLY, INC.": 3,
          "GOVERNMENT ACQUISITIONS LLC": 5,
          "MINBURN TECHNOLOGY GROUP, LLC": 1,
          "V3GATE, LLC": 4,
          "THUNDERCAT TECHNOLOGY, LLC": 4,
          "FLYWHEEL DATA LLC": 2,
          "BAHFED CORP": 1,
          "REDHAWK IT SOLUTIONS, LLC": 2,
          "VETERAN TECHNOLOGY PARTNERS LLC": 1,
          "CALLOWAY & ASSOCIATES, INC": 1,
          "FEDERAL TECHNOLOGY SYSTEMS LLC": 1,
          "ALVAREZ LLC": 1,
          "PARAGON MICRO INC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "GOVSMART, INC.",
        "spread_ratio": 337.5
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Cloudera\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.3M</text><line x1=\"56\" y1=\"205.0\" x2=\"704\" y2=\"205.0\" class=\"pp-median\"/><text x=\"704\" y=\"199.0\" class=\"pp-median-label\" text-anchor=\"end\">median $250k</text><rect x=\"57.9\" y=\"205.0\" width=\"6.1\" height=\"11.0\" class=\"pp-bar\"><title>70RSAT18FR0000081 — $250k — Department of Homeland Security — 2018-08-15</title></rect><rect x=\"67.7\" y=\"201.9\" width=\"6.1\" height=\"14.1\" class=\"pp-bar\"><title>70VT1519F00008 — $320k — Department of Homeland Security — 2019-03-14</title></rect><rect x=\"77.5\" y=\"186.4\" width=\"6.1\" height=\"29.6\" class=\"pp-bar\"><title>70RTAC19FR0000078 — $670k — Department of Homeland Security — 2019-07-01</title></rect><rect x=\"87.3\" y=\"199.7\" width=\"6.1\" height=\"16.3\" class=\"pp-bar\"><title>W52P1J19F0636 — $369k — Department of Defense — 2019-08-01</title></rect><rect x=\"97.1\" y=\"207.2\" width=\"6.1\" height=\"8.8\" class=\"pp-bar\"><title>FA489020F0018 — $198k — Department of Defense — 2020-01-06</title></rect><rect x=\"107.0\" y=\"210.1\" width=\"6.1\" height=\"5.9\" class=\"pp-bar\"><title>75D30120F08467 — $133k — Department of Health and Human Services — 2020-08-22</title></rect><rect x=\"116.8\" y=\"209.1\" width=\"6.1\" height=\"6.9\" class=\"pp-bar\"><title>70VT1521F00002 — $156k — Department of Homeland Security — 2021-01-06</title></rect><rect x=\"126.6\" y=\"200.9\" width=\"6.1\" height=\"15.1\" class=\"pp-bar\"><title>2031ZB21F00010 — $341k — Department of the Treasury — 2021-01-22</title></rect><rect x=\"136.4\" y=\"201.3\" width=\"6.1\" height=\"14.7\" class=\"pp-bar\"><title>20341521F00041 — $333k — Department of the Treasury — 2021-09-30</title></rect><rect x=\"146.2\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22F0134 — $46k — National Aeronautics and Space Administration — 2021-11-23</title></rect><rect x=\"156.0\" y=\"211.5\" width=\"6.1\" height=\"4.5\" class=\"pp-bar\"><title>80NSSC22F0109 — $103k — National Aeronautics and Space Administration — 2021-12-01</title></rect><rect x=\"165.9\" y=\"198.3\" width=\"6.1\" height=\"17.7\" class=\"pp-bar\"><title>1333BJ22F00182001 — $401k — Department of Commerce — 2021-12-22</title></rect><rect x=\"175.7\" y=\"205.9\" width=\"6.1\" height=\"10.1\" class=\"pp-bar\"><title>N6600122F0268 — $228k — Department of Defense — 2022-01-19</title></rect><rect x=\"185.5\" y=\"130.3\" width=\"6.1\" height=\"85.7\" class=\"pp-bar\"><title>28321322FDX030069 — $1.9M — Social Security Administration — 2022-02-25</title></rect><rect x=\"195.3\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>2031ZB22F00020 — $43k — Department of the Treasury — 2022-03-09</title></rect><rect x=\"205.1\" y=\"206.0\" width=\"6.1\" height=\"10.0\" class=\"pp-bar\"><title>2031ZB22F00025 — $226k — Department of the Treasury — 2022-04-19</title></rect><rect x=\"215.0\" y=\"210.4\" width=\"6.1\" height=\"5.6\" class=\"pp-bar\"><title>28321322FDX030242 — $126k — Social Security Administration — 2022-09-01</title></rect><rect x=\"224.8\" y=\"204.8\" width=\"6.1\" height=\"11.2\" class=\"pp-bar\"><title>N6600122F0156 — $254k — Department of Defense — 2022-09-21</title></rect><rect x=\"234.6\" y=\"209.8\" width=\"6.1\" height=\"6.2\" class=\"pp-bar\"><title>80NSSC22FA782 — $140k — National Aeronautics and Space Administration — 2022-11-15</title></rect><rect x=\"244.4\" y=\"212.1\" width=\"6.1\" height=\"3.9\" class=\"pp-bar\"><title>SPE8EL23F10MV — $87k — Department of Defense — 2022-12-08</title></rect><rect x=\"254.2\" y=\"196.8\" width=\"6.1\" height=\"19.2\" class=\"pp-bar\"><title>1333BJ23F00180005 — $434k — Department of Commerce — 2022-12-22</title></rect><rect x=\"264.0\" y=\"169.7\" width=\"6.1\" height=\"46.3\" class=\"pp-bar\"><title>2031ZB23F00024 — $1.0M — Department of the Treasury — 2023-03-07</title></rect><rect x=\"273.9\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>2031ZB23F00028 — $45k — Department of the Treasury — 2023-04-05</title></rect><rect x=\"283.7\" y=\"202.8\" width=\"6.1\" height=\"13.2\" class=\"pp-bar\"><title>36C10B23F0107 — $299k — Department of Veterans Affairs — 2023-04-17</title></rect><rect x=\"293.5\" y=\"207.6\" width=\"6.1\" height=\"8.4\" class=\"pp-bar\"><title>N6523623F0421 — $191k — Department of Defense — 2023-06-16</title></rect><rect x=\"303.3\" y=\"208.3\" width=\"6.1\" height=\"7.7\" class=\"pp-bar\"><title>N6426723F0257 — $175k — Department of Defense — 2023-06-27</title></rect><rect x=\"313.1\" y=\"204.1\" width=\"6.1\" height=\"11.9\" class=\"pp-bar\"><title>N6600123F0863 — $270k — Department of Defense — 2023-07-21</title></rect><rect x=\"323.0\" y=\"170.0\" width=\"6.1\" height=\"46.0\" class=\"pp-bar\"><title>75D30123C17427 — $1.0M — Department of Health and Human Services — 2023-08-07</title></rect><rect x=\"332.8\" y=\"211.0\" width=\"6.1\" height=\"5.0\" class=\"pp-bar\"><title>28321323FDX030175 — $113k — Social Security Administration — 2023-08-14</title></rect><rect x=\"342.6\" y=\"192.3\" width=\"6.1\" height=\"23.7\" class=\"pp-bar\"><title>15DDHQ23F00001079 — $535k — Department of Justice — 2023-09-30</title></rect><rect x=\"352.4\" y=\"202.6\" width=\"6.1\" height=\"13.4\" class=\"pp-bar\"><title>1331L523F13230088 — $303k — Department of Commerce — 2023-09-30</title></rect><rect x=\"362.2\" y=\"212.3\" width=\"6.1\" height=\"3.7\" class=\"pp-bar\"><title>15JPSS24F00000144 — $84k — Department of Justice — 2023-12-20</title></rect><rect x=\"372.0\" y=\"206.9\" width=\"6.1\" height=\"9.1\" class=\"pp-bar\"><title>2032H524F00105 — $205k — Department of the Treasury — 2023-12-29</title></rect><rect x=\"381.9\" y=\"209.9\" width=\"6.1\" height=\"6.1\" class=\"pp-bar\"><title>15JPSS25F00000244 — $137k — Department of Justice — 2024-01-01</title></rect><rect x=\"391.7\" y=\"212.9\" width=\"6.1\" height=\"3.1\" class=\"pp-bar\"><title>N6600124F0242 — $69k — Department of Defense — 2024-02-21</title></rect><rect x=\"401.5\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ24F00000320 — $22k — Department of Justice — 2024-04-22</title></rect><rect x=\"411.3\" y=\"97.1\" width=\"6.1\" height=\"118.9\" class=\"pp-bar\"><title>SPE8EL24F18E4 — $2.7M — Department of Defense — 2024-08-08</title></rect><rect x=\"421.1\" y=\"210.2\" width=\"6.1\" height=\"5.8\" class=\"pp-bar\"><title>28321324FDX030206 — $130k — Social Security Administration — 2024-09-03</title></rect><rect x=\"431.0\" y=\"212.6\" width=\"6.1\" height=\"3.4\" class=\"pp-bar\"><title>N6600124F1023 — $76k — Department of Defense — 2024-09-11</title></rect><rect x=\"440.8\" y=\"196.2\" width=\"6.1\" height=\"19.8\" class=\"pp-bar\"><title>15DDHQ24F00000741 — $448k — Department of Justice — 2024-09-30</title></rect><rect x=\"450.6\" y=\"199.1\" width=\"6.1\" height=\"16.9\" class=\"pp-bar\"><title>15DDHQ24F00000590 — $382k — Department of Justice — 2024-09-30</title></rect><rect x=\"460.4\" y=\"212.1\" width=\"6.1\" height=\"3.9\" class=\"pp-bar\"><title>FA282324FE156 — $88k — Department of Defense — 2024-09-30</title></rect><rect x=\"470.2\" y=\"205.5\" width=\"6.1\" height=\"10.5\" class=\"pp-bar\"><title>2031JW25F00017 — $238k — Department of the Treasury — 2024-10-18</title></rect><rect x=\"480.0\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA093 — $13k — National Aeronautics and Space Administration — 2024-12-09</title></rect><rect x=\"489.9\" y=\"24.0\" width=\"6.1\" height=\"192.0\" class=\"pp-bar\"><title>SP470125F0050 — $4.3M — Department of Defense — 2024-12-21</title></rect><rect x=\"499.7\" y=\"208.7\" width=\"6.1\" height=\"7.3\" class=\"pp-bar\"><title>SPE8EL25F123Q — $165k — Department of Defense — 2025-01-28</title></rect><rect x=\"509.5\" y=\"171.9\" width=\"6.1\" height=\"44.1\" class=\"pp-bar\"><title>2031ZB25F00026 — $997k — Department of the Treasury — 2025-01-31</title></rect><rect x=\"519.3\" y=\"186.3\" width=\"6.1\" height=\"29.7\" class=\"pp-bar\"><title>28321325FDX030070 — $672k — Social Security Administration — 2025-02-24</title></rect><rect x=\"529.1\" y=\"201.0\" width=\"6.1\" height=\"15.0\" class=\"pp-bar\"><title>12314425F0133 — $340k — Department of Agriculture — 2025-05-01</title></rect><rect x=\"539.0\" y=\"209.3\" width=\"6.1\" height=\"6.7\" class=\"pp-bar\"><title>N6600125F0476 — $152k — Department of Defense — 2025-05-01</title></rect><rect x=\"548.8\" y=\"193.9\" width=\"6.1\" height=\"22.1\" class=\"pp-bar\"><title>FA820125F0254 — $500k — Department of Defense — 2025-08-11</title></rect><rect x=\"558.6\" y=\"207.1\" width=\"6.1\" height=\"8.9\" class=\"pp-bar\"><title>N6426725F4223 — $202k — Department of Defense — 2025-08-11</title></rect><rect x=\"568.4\" y=\"96.7\" width=\"6.1\" height=\"119.3\" class=\"pp-bar\"><title>N6523625FE164 — $2.7M — Department of Defense — 2025-09-10</title></rect><rect x=\"578.2\" y=\"210.0\" width=\"6.1\" height=\"6.0\" class=\"pp-bar\"><title>15JPPS26F00000024 — $136k — Department of Justice — 2026-01-01</title></rect><rect x=\"588.0\" y=\"212.1\" width=\"6.1\" height=\"3.9\" class=\"pp-bar\"><title>75D30126F20837 — $87k — Department of Health and Human Services — 2026-03-03</title></rect><rect x=\"597.9\" y=\"210.5\" width=\"6.1\" height=\"5.5\" class=\"pp-bar\"><title>36C10B26F0097 — $124k — Department of Veterans Affairs — 2026-03-24</title></rect><rect x=\"607.7\" y=\"176.6\" width=\"6.1\" height=\"39.4\" class=\"pp-bar\"><title>28321326FDX030046 — $891k — Social Security Administration — 2026-04-01</title></rect><rect x=\"617.5\" y=\"195.2\" width=\"6.1\" height=\"20.8\" class=\"pp-bar\"><title>FA282326F0068 — $470k — Department of Defense — 2026-04-16</title></rect><rect x=\"627.3\" y=\"196.2\" width=\"6.1\" height=\"19.8\" class=\"pp-bar\"><title>2031ZB26F00021 — $449k — Department of the Treasury — 2026-04-17</title></rect><rect x=\"637.1\" y=\"201.0\" width=\"6.1\" height=\"15.0\" class=\"pp-bar\"><title>12314426F0149 — $340k — Department of Agriculture — 2026-05-01</title></rect><rect x=\"647.0\" y=\"198.4\" width=\"6.1\" height=\"17.6\" class=\"pp-bar\"><title>N0003926FB032 — $398k — Department of Defense — 2026-05-07</title></rect><rect x=\"656.8\" y=\"205.2\" width=\"6.1\" height=\"10.8\" class=\"pp-bar\"><title>N6426726F4058 — $243k — Department of Defense — 2026-06-05</title></rect><rect x=\"666.6\" y=\"211.3\" width=\"6.1\" height=\"4.7\" class=\"pp-bar\"><title>N0017826FS769 — $106k — Department of Defense — 2026-06-15</title></rect><rect x=\"676.4\" y=\"203.8\" width=\"6.1\" height=\"12.2\" class=\"pp-bar\"><title>36C10B26F0259 — $276k — Department of Veterans Affairs — 2026-08-01</title></rect><rect x=\"686.2\" y=\"196.8\" width=\"6.1\" height=\"19.2\" class=\"pp-bar\"><title>7571TE26F00329 — $433k — Department of Health and Human Services — 2026-08-08</title></rect><rect x=\"696.0\" y=\"206.8\" width=\"6.1\" height=\"9.2\" class=\"pp-bar\"><title>36C10B26F0363 — $208k — Department of Veterans Affairs — 2026-09-03</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-08-15</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-03</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (66 awards, obligated)</text></svg>",
      "published_date": "2026-09-21",
      "url": "/cloudera/",
      "changelog": [
        {
          "date": "2026-09-20",
          "note": "Initial publication: 66 awards, $12,870–$4,343,650."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "databricks",
      "product_name": "Databricks",
      "vendor": "Databricks Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "70SBUR18F00000416",
          "recipient": "WESTWIND TEAM LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2018-06-29",
          "end_date": "2020-12-31",
          "amount": 5811435.46,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
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          "scope_reason": "services, not a licence",
          "description_excerpt": "CDAIO FY26 DATABRICKS PROFESSIONAL SERVICES",
          "psc_code": "DE10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC26P1599_8000_-NONE-_-NONE-"
        },
        {
          "award_id": "70RTAC26FC0000046",
          "recipient": "DATABRICKS FEDERAL LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2026-09-29",
          "end_date": "2027-09-28",
          "amount": 1491469.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "BPA CALL ORDER FOR THE PROCUREMENT OF DATABRICKS PROFESSIONAL SERVICES. ALL TERMS AND CONDITIONS FROM THE BPA FLOW DOWN AND ARE IN FULL EFFECT.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RTAC26FC0000046_7001_70RTAC26A00000010_7001"
        },
        {
          "award_id": "70RCSJ26FC0000030",
          "recipient": "DATABRICKS FEDERAL LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 4945572.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATABRICKS PLATFORM AS A SERVICE SUBSCRIPTION",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RCSJ26FC0000030_7001_70RTAC26A00000010_7001"
        },
        {
          "award_id": "2099CE26F00028",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of the Treasury",
          "sub_agency": "Treasury Common Services Center",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 202488.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATABRICKS SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2099CE26F00028_2099_NNG15SC71B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "70RTAC26FC0000024",
          "excerpt": "DATABRICKS PLATFORM PRODUCTS, TECHNICAL SUPPORT, AND PROGRAM MANAGEMENT OFFICE (PMO) SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "2032H526C00005",
          "excerpt": "PROCUREMENT OF LICENSES AND SUPPORT SERVICES FOR THE DATABRICKS PLATFORM IN SUPPORT OF THE DATA MODERNIZATION EFFORT."
        },
        {
          "pattern": "licences",
          "award_id": "2032H526C00005",
          "excerpt": "PROCUREMENT OF LICENSES AND SUPPORT SERVICES FOR THE DATABRICKS PLATFORM IN SUPPORT OF THE DATA MODERNIZATION EFFORT."
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C24F00000542",
          "excerpt": "DATABRICKS SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR21F00000205",
          "excerpt": "DATABRICKS OPERATIONAL UNITS AND ENHANCED SUPPORT (DATABRICKS SOFTWARE) IS A TOOL USED TO ENHANCE DATA WAREHOUSE AND REPORTING SYSTEMS WITH AUTOMATED PLATFORM DATABASE UNITS (DBUS), INTERACTIVE DBUS, "
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR23F00000071",
          "excerpt": "THIS DELIVERY ORDER IS FOR DATABRICKS SOFTWARE AND SOFTWARE MAINTENANCE CURRENTLY IN USE BY USCIS."
        },
        {
          "pattern": "support",
          "award_id": "70SBUR25F00000064",
          "excerpt": "SECTION 2(D) SECTION 4(A). DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR25F00000064",
          "excerpt": "SECTION 2(D) SECTION 4(A). DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE"
        },
        {
          "pattern": "support",
          "award_id": "70B04C23F00000766",
          "excerpt": "DATABRICKS ENTERPRISE SOFTWARE SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70RCSJ26FC0000030",
          "excerpt": "DATABRICKS PLATFORM AS A SERVICE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70RCSJ26FC0000030",
          "excerpt": "DATABRICKS PLATFORM AS A SERVICE SUBSCRIPTION"
        },
        {
          "pattern": "support",
          "award_id": "47QACA26F0071",
          "excerpt": "HRS POWER BI POWER APPS DATABRICKS DEV SUPPORT FOR HRS PRODUCTS AND SERVICES CALL 1"
        },
        {
          "pattern": "support",
          "award_id": "15F06721F0002695",
          "excerpt": "PROCUREMENT OF THE DATABRICKS PLATFORM CAPACITY AND ENHANCED SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR21F00000027",
          "excerpt": "DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS"
        },
        {
          "pattern": "support",
          "award_id": "75F40126F80016",
          "excerpt": "DATABRICKS LICENSES AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75F40126F80016",
          "excerpt": "DATABRICKS LICENSES AND SUPPORT"
        },
        {
          "pattern": "professional_services",
          "award_id": "70RTAC26FC0000046",
          "excerpt": "BPA CALL ORDER FOR THE PROCUREMENT OF DATABRICKS PROFESSIONAL SERVICES. ALL TERMS AND CONDITIONS FROM THE BPA FLOW DOWN AND ARE IN FULL EFFECT."
        },
        {
          "pattern": "support",
          "award_id": "75F40123F80140",
          "excerpt": "DATABRICKS SOFTWARE LICENSE AND SUPPORT CATALOG ORDER"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80140",
          "excerpt": "DATABRICKS SOFTWARE LICENSE AND SUPPORT CATALOG ORDER"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR24F00000295",
          "excerpt": "DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE DATA WAREHOUSE AND ENTERPR"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR24F00000295",
          "excerpt": "DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE DATA WAREHOUSE AND ENTERPR"
        },
        {
          "pattern": "escalation",
          "award_id": "70SBUR22F00000259",
          "excerpt": "THIS ACTION WILL PROCURE ADDITIONAL DBUS (CAPACITY) FOR THE DATABRICKS SOFTWARE TO MEET INCREASED NEED AND USAGE PRIOR TO THE FY23 RECOMPETE."
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM24F2242",
          "excerpt": "DATABRICKS OEM PAY AS YOU GO CREDITS."
        },
        {
          "pattern": "implementation",
          "award_id": "70T03026F7667N084",
          "excerpt": "DEPLOYMENT OF DATABRICKS SOLUTION WITHIN THE TRANSPORTATION SECURITY ADMINISTRATION ENTERPRISE."
        },
        {
          "pattern": "licences",
          "award_id": "FA701423F0122",
          "excerpt": "KIDO-WHITFIELD: DATABRICKS LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "9531CB22F0104",
          "excerpt": "DATABRICKS ENTERPRISE PLATFORM, DATABRICKS PLATFORM CAPACITY, AND ADDITIONAL SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80059",
          "excerpt": "DATABRICKS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "9531CB25F0040",
          "excerpt": "DATABRICKS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70CMSD24FR0000060",
          "excerpt": "DATABRICKS SOFTWARE LICENSE"
        },
        {
          "pattern": "professional_services",
          "award_id": "80NSSC26P1599",
          "excerpt": "CDAIO FY26 DATABRICKS PROFESSIONAL SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40122F80121",
          "excerpt": "CDER DATABRICKS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM24P0439",
          "excerpt": "DATABRICKS SUCCESS CREDITS"
        },
        {
          "pattern": "support",
          "award_id": "697DCK26F01062",
          "excerpt": "PURCHASE OF DATABRICKS SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "70FA3123F00000055",
          "excerpt": "FEMADEX DATABRICKS GUIDED SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70CMSD23FR0000046",
          "excerpt": "DATABRICKS LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000041",
          "excerpt": "THE PURPOSE OF THIS AWARD IS TO PURCHASE DATABRICKS LICENSES TO PERFORM DATA ENGINEERING, DATA SCIENCE, MACHINE LEARNING AND ANALYTICAL TASKS ON MISSION CRITICAL DATA FOR U.S. IMMIGRATION AND CUSTOMS "
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00116",
          "excerpt": "DATABRICKS RENEWAL"
        },
        {
          "pattern": "training",
          "award_id": "70FA3026F00000193",
          "excerpt": "DATABRICKS TRAINING DOLLAR FOR THREE COURSES"
        },
        {
          "pattern": "support",
          "award_id": "697DCK25F00443",
          "excerpt": "ITAR-25-1588  SLI # - 56714  AWS GOV CLOUD FOR DATABRICKS - ENHANCED SECURITY CAPABILITIES AND COMPLIANCE CONTROLS TO SUPPORT FEDRAMP HIGH (COMMUNITY) DATABRICKS INC. - DB-AWS ESC  SLI LOCATOR - DATAB"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000037",
          "excerpt": "THE PURPOSE OF THIS AWARD IS TO PURCHASE DATABRICKS LICENSES TO PERFORM DATA ENGINEERING, DATA SCIENCE, MACHINE LEARNING AND ANALYTICAL TASKS ON MISSION CRITICAL DATA FOR U.S. IMMIGRATION AND CUSTOMS "
        },
        {
          "pattern": "training",
          "award_id": "N4248522F0007",
          "excerpt": "DATABRICKS TRAINING"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 26,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 26,
        "low": 37490.36,
        "p25": 256981.46,
        "median": 750722.6,
        "p75": 2618504.71,
        "high": 19835734.74,
        "from": "2018-06-29",
        "to": "2026-09-30"
      },
      "clean_count": 26,
      "scope_counts": {
        "services": 4,
        "license": 23,
        "renewal": 3,
        "support": 7,
        "unknown": 16,
        "bundle": 1,
        "modification": 1,
        "training": 2
      },
      "observed_low": 37490.36,
      "observed_high": 19835734.74,
      "observed_median": 750722.6,
      "observed_total": 76537648.82,
      "award_count": 57,
      "agency_count": 13,
      "date_range": {
        "from": "2018-06-29",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Databricks",
      "slug": "databricks",
      "prose": {
        "answer_lead": "Public agencies have awarded 57 contracts naming Databricks, from $37,490 to $19,835,735, each traced to a USAspending record. 26 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Databricks appears in 57 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $52,423 to $19,680,057, the largest being $19,680,057 to Department of Homeland Security in 2024. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the lowest recorded contract award for Databricks licenses?",
            "answer": "The lowest recorded contract award for Databricks licenses is $37,490.36, from a Department of Homeland Security award in 2025 for \"DATABRICKS LICENSES.\"",
            "award_ids": [
              "70CTD025FR0000037"
            ]
          },
          {
            "question": "What is the highest recorded contract award for Databricks licenses and support?",
            "answer": "The highest recorded contract award for Databricks is $19,835,734.74, from a Department of the Treasury award in 2026 for \"PROCUREMENT OF LICENSES AND SUPPORT SERVICES FOR THE DATABRICKS PLATFORM IN SUPPORT OF THE DATA MODERNIZATION EFFORT.\"",
            "award_ids": [
              "2032H526C00005"
            ]
          },
          {
            "question": "Are there additional costs beyond licenses for Databricks?",
            "answer": "Contract descriptions indicate that support, services, and training are often procured alongside Databricks licenses. An example includes an award for \"DATABRICKS PLATFORM CAPACITY AND ENHANCED SUPPORT\" for $4,399,518.96.",
            "award_ids": [
              "15F06721F0002695",
              "N4248522F0007"
            ]
          },
          {
            "question": "Which agencies have awarded contracts for Databricks?",
            "answer": "13 agencies have awarded contracts for Databricks.",
            "award_ids": []
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from contract awards.",
            "One Department of Homeland Security award for $6,511,283.25 was for \"DATABRICKS SOFTWARE AND SOFTWARE MAINTENANCE.\" Another Department of the Treasury award for $19,835,734.74 included \"LICENSES AND SUPPORT SERVICES.\" The Department of Homeland Security also had a $19,680,056.65 award for \"DATABRICKS SOFTWARE RENEWAL.\"",
            "Based on 26 awards, the median award amount is $750,722.60.",
            "empty_faq_answer: What is the typical contract award amount for Databricks licenses and renewals?"
          ],
          "rewritten": [
            "Public agencies have recorded contract awards for Databricks from a low of $37,4",
            "Public agencies have recorded contract awards for Databricks from a low of $37,4",
            "Buyers renewing Databricks should note that contract descriptions indicate that ",
            "One Department of Homeland Security award for $6,511,283.25 was for \"DATABRICKS ",
            "Based on 26 license and renewal awards, the typical contract award for Databrick",
            "Based on 26 awards for Databricks licenses and renewals, the median award amount",
            "Yes, contract descriptions indicate that support, services, and training are oft",
            "13 agencies have awarded contracts for Databricks. The Department of Homeland Se",
            "13 agencies have awarded contracts for Databricks. The Department of Homeland Se"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 57 public contract awards from 13 awarding agencies.",
          "The figures below are computed from 26 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 20.0, and the highest is 529.1 times the lowest.",
          "22 of 57 awards (39%) come from Department of Homeland Security.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 8 awards (14%).",
          "The records span 2018-06-29 to 2026-09-30."
        ],
        "numbers": [
          39,
          14,
          529.1,
          20.0,
          13,
          22,
          8,
          26,
          31
        ],
        "basis_sentence": "The figures below are computed from 26 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "services": 4,
          "license": 23,
          "renewal": 3,
          "support": 7,
          "unknown": 16,
          "bundle": 1,
          "modification": 1,
          "training": 2
        },
        "agency_names": [
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Department of Defense",
          "Department of Transportation",
          "Department of State",
          "Consumer Financial Protection Bureau",
          "Department of the Treasury",
          "General Services Administration",
          "Department of Justice",
          "Office of Personnel Management",
          "Department of Education",
          "Department of Agriculture",
          "National Aeronautics and Space Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 22,
          "Consumer Financial Protection Bureau": 3,
          "Department of Justice": 1,
          "Department of Defense": 6,
          "Department of Health and Human Services": 8,
          "Department of State": 4,
          "Office of Personnel Management": 1,
          "Department of Transportation": 5,
          "Department of Education": 1,
          "Department of the Treasury": 2,
          "General Services Administration": 2,
          "Department of Agriculture": 1,
          "National Aeronautics and Space Administration": 1
        },
        "recipient_counts": {
          "WESTWIND TEAM LLP": 1,
          "CARAHSOFT TECHNOLOGY CORP": 8,
          "PANAMERICA COMPUTERS, INC.": 8,
          "AUGUST SCHELL ENTERPRISES, INC.": 1,
          "JASPER SOLUTIONS INC.": 1,
          "NETCOM LEARNING INC.-NY": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 5,
          "FCN, INC.": 3,
          "AKIRA TECHNOLOGIES INC.": 2,
          "BLUE TECH INC.": 2,
          "FS PARTNERS, LLP": 1,
          "NEW TECH SOLUTIONS, INC.": 4,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "SNAP, INC": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 2,
          "MICROTECHNOLOGIES LLC": 4,
          "COUNTERTRADE PRODUCTS, INC.": 1,
          "DATABRICKS FEDERAL LLC": 5,
          "EXCELLA, LLC": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 1,
          "ACCESSAGILITY LLC": 1,
          "ACCENTURE FEDERAL SERVICES LLC": 1,
          "CDW GOVERNMENT LLC": 1,
          "ECLIPSE SUN SYSTEMS LLC": 1
        },
        "top_agency": "Department of Homeland Security",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 529.1
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Databricks\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$28.5M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$57.0M</text><line x1=\"56\" y1=\"213.5\" x2=\"704\" y2=\"213.5\" class=\"pp-median\"/><text x=\"704\" y=\"207.5\" class=\"pp-median-label\" text-anchor=\"end\">median $751k</text><rect x=\"58.2\" y=\"196.4\" width=\"7.0\" height=\"19.6\" class=\"pp-bar\"><title>70SBUR18F00000416 — $5.8M — Department of Homeland Security — 2018-06-29</title></rect><rect x=\"69.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>9531CB19F0091 — $591k — Consumer Financial Protection Bureau — 2019-08-20</title></rect><rect x=\"80.9\" y=\"212.7\" width=\"7.0\" height=\"3.3\" class=\"pp-bar\"><title>70B04C20F00001569 — $972k — Department of Homeland Security — 2020-10-01</title></rect><rect x=\"92.3\" y=\"206.2\" width=\"7.0\" height=\"9.8\" class=\"pp-bar\"><title>70SBUR21F00000027 — $2.9M — Department of Homeland Security — 2021-01-01</title></rect><rect x=\"103.6\" y=\"201.2\" width=\"7.0\" height=\"14.8\" class=\"pp-bar\"><title>15F06721F0002695 — $4.4M — Department of Justice — 2021-09-25</title></rect><rect x=\"115.0\" y=\"193.1\" width=\"7.0\" height=\"22.9\" class=\"pp-bar\"><title>70SBUR21F00000205 — $6.8M — Department of Homeland Security — 2021-09-30</title></rect><rect x=\"126.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>FA701422F0019 — $194k — Department of Defense — 2021-12-30</title></rect><rect x=\"137.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>N4248522F0007 — $18k — Department of Defense — 2022-04-08</title></rect><rect x=\"149.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40122F80121 — $276k — Department of Health and Human Services — 2022-04-29</title></rect><rect x=\"160.5\" y=\"213.1\" width=\"7.0\" height=\"2.9\" class=\"pp-bar\"><title>FA701422F0105 — $850k — Department of Defense — 2022-05-06</title></rect><rect x=\"171.8\" y=\"212.7\" width=\"7.0\" height=\"3.3\" class=\"pp-bar\"><title>70SBUR22F00000259 — $982k — Department of Homeland Security — 2022-09-30</title></rect><rect x=\"183.2\" y=\"213.7\" width=\"7.0\" height=\"2.3\" class=\"pp-bar\"><title>9531CB22F0104 — $682k — Consumer Financial Protection Bureau — 2022-09-30</title></rect><rect x=\"194.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>FA701422F0419 — $86k — Department of Defense — 2022-09-30</title></rect><rect x=\"205.9\" y=\"194.1\" width=\"7.0\" height=\"21.9\" class=\"pp-bar\"><title>70SBUR23F00000071 — $6.5M — Department of Homeland Security — 2023-03-31</title></rect><rect x=\"217.3\" y=\"213.5\" width=\"7.0\" height=\"2.5\" class=\"pp-bar\"><title>FA701423F0122 — $751k — Department of Defense — 2023-05-01</title></rect><rect x=\"228.7\" y=\"212.0\" width=\"7.0\" height=\"4.0\" class=\"pp-bar\"><title>75F40123F80140 — $1.2M — Department of Health and Human Services — 2023-05-22</title></rect><rect x=\"240.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD23FR0000046 — $107k — Department of Homeland Security — 2023-06-19</title></rect><rect x=\"251.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA3123F00000055 — $165k — Department of Homeland Security — 2023-07-10</title></rect><rect x=\"262.8\" y=\"197.2\" width=\"7.0\" height=\"18.8\" class=\"pp-bar\"><title>70B04C23F00000766 — $5.6M — Department of Homeland Security — 2023-07-27</title></rect><rect x=\"274.2\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F2932 — $32k — Department of State — 2023-09-30</title></rect><rect x=\"285.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>24362524P0001 — $164k — Office of Personnel Management — 2023-11-29</title></rect><rect x=\"296.9\" y=\"195.2\" width=\"7.0\" height=\"20.8\" class=\"pp-bar\"><title>70SBUR24F00000062 — $6.2M — Department of Homeland Security — 2024-03-31</title></rect><rect x=\"308.3\" y=\"213.2\" width=\"7.0\" height=\"2.8\" class=\"pp-bar\"><title>FA701424F0146 — $823k — Department of Defense — 2024-05-01</title></rect><rect x=\"319.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24P0439 — $250k — Department of State — 2024-05-08</title></rect><rect x=\"331.0\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24F1147 — $46k — Department of State — 2024-06-17</title></rect><rect x=\"342.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD24FR0000060 — $315k — Department of Homeland Security — 2024-06-18</title></rect><rect x=\"353.7\" y=\"149.7\" width=\"7.0\" height=\"66.3\" class=\"pp-bar\"><title>70B04C24F00000542 — $19.7M — Department of Homeland Security — 2024-07-27</title></rect><rect x=\"365.1\" y=\"212.9\" width=\"7.0\" height=\"3.1\" class=\"pp-bar\"><title>19AQMM24F2242 — $914k — Department of State — 2024-09-23</title></rect><rect x=\"376.5\" y=\"212.6\" width=\"7.0\" height=\"3.4\" class=\"pp-bar\"><title>70SBUR24F00000295 — $1.0M — Department of Homeland Security — 2024-09-30</title></rect><rect x=\"387.8\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>9531CB25F0040 — $384k — Consumer Financial Protection Bureau — 2025-02-27</title></rect><rect x=\"399.2\" y=\"194.9\" width=\"7.0\" height=\"21.1\" class=\"pp-bar\"><title>70SBUR25F00000064 — $6.3M — Department of Homeland Security — 2025-03-31</title></rect><rect x=\"410.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40125F80059 — $436k — Department of Health and Human Services — 2025-04-28</title></rect><rect x=\"421.9\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00443 — $52k — Department of Transportation — 2025-05-15</title></rect><rect x=\"433.3\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75ACF125F80019 — $173k — Department of Health and Human Services — 2025-05-20</title></rect><rect x=\"444.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD025FR0000037 — $37k — Department of Homeland Security — 2025-06-18</title></rect><rect x=\"456.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD025FR0000041 — $83k — Department of Homeland Security — 2025-07-18</title></rect><rect x=\"467.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>91003125F0026 — $200k — Department of Education — 2025-09-19</title></rect><rect x=\"478.8\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40125F80224 — $570k — Department of Health and Human Services — 2025-09-21</title></rect><rect x=\"490.2\" y=\"211.0\" width=\"7.0\" height=\"5.0\" class=\"pp-bar\"><title>70SBUR25F00000211 — $1.5M — Department of Homeland Security — 2025-09-24</title></rect><rect x=\"501.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00116 — $52k — Department of Transportation — 2025-12-30</title></rect><rect x=\"512.9\" y=\"149.2\" width=\"7.0\" height=\"66.8\" class=\"pp-bar\"><title>2032H526C00005 — $19.8M — Department of the Treasury — 2026-01-02</title></rect><rect x=\"524.3\" y=\"210.0\" width=\"7.0\" height=\"6.0\" class=\"pp-bar\"><title>75F40126F80016 — $1.8M — Department of Health and Human Services — 2026-01-30</title></rect><rect x=\"535.6\" y=\"209.9\" width=\"7.0\" height=\"6.1\" class=\"pp-bar\"><title>47QPCA26F0011 — $1.8M — General Services Administration — 2026-02-01</title></rect><rect x=\"547.0\" y=\"200.4\" width=\"7.0\" height=\"15.6\" class=\"pp-bar\"><title>47QACA26F0071 — $4.6M — General Services Administration — 2026-02-02</title></rect><rect x=\"558.4\" y=\"199.2\" width=\"7.0\" height=\"16.8\" class=\"pp-bar\"><title>12314426F0072 — $5.0M — Department of Agriculture — 2026-02-13</title></rect><rect x=\"569.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00426 — $25k — Department of Transportation — 2026-04-29</title></rect><rect x=\"581.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80066 — $251k — Department of Health and Human Services — 2026-06-11</title></rect><rect x=\"592.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA3026F00000193 — $52k — Department of Homeland Security — 2026-07-24</title></rect><rect x=\"603.8\" y=\"24.0\" width=\"7.0\" height=\"192.0\" class=\"pp-bar\"><title>70RTAC26FC0000024 — $57.0M — Department of Homeland Security — 2026-07-31</title></rect><rect x=\"615.2\" y=\"213.3\" width=\"7.0\" height=\"2.7\" class=\"pp-bar\"><title>70T03026F7667N084 — $800k — Department of Homeland Security — 2026-08-24</title></rect><rect x=\"626.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00938 — $149k — Department of Transportation — 2026-08-26</title></rect><rect x=\"637.9\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F01062 — $200k — Department of Transportation — 2026-09-17</title></rect><rect x=\"649.3\" y=\"202.5\" width=\"7.0\" height=\"13.5\" class=\"pp-bar\"><title>7571TE26F80330 — $4.0M — Department of Health and Human Services — 2026-09-28</title></rect><rect x=\"660.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC26P1599 — $298k — National Aeronautics and Space Administration — 2026-09-28</title></rect><rect x=\"672.1\" y=\"211.0\" width=\"7.0\" height=\"5.0\" class=\"pp-bar\"><title>70RTAC26FC0000046 — $1.5M — Department of Homeland Security — 2026-09-29</title></rect><rect x=\"683.4\" y=\"199.3\" width=\"7.0\" height=\"16.7\" class=\"pp-bar\"><title>70RCSJ26FC0000030 — $4.9M — Department of Homeland Security — 2026-09-30</title></rect><rect x=\"694.8\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>2099CE26F00028 — $202k — Department of the Treasury — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-06-29</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (57 awards, obligated)</text></svg>",
      "published_date": "2026-09-19",
      "url": "/databricks/",
      "changelog": [
        {
          "date": "2026-09-19",
          "note": "Initial publication: 57 awards, $18,000–$57,000,000."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $57,000,000 -> $19,835,735; lowest observed $18,000 -> $37,490"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "confluent",
      "product_name": "Confluent",
      "vendor": "Confluent Inc.",
      "list_price": {
        "value": 385,
        "unit": "USD per month (starting)",
        "publisher": "Confluent, Inc.",
        "url": "https://www.confluent.io/confluent-cloud/pricing/",
        "quote": "Standard ... Starting at ~$385/Month",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "HC108419F0253",
          "recipient": "VAE, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2019-09-25",
          "end_date": "2024-09-24",
          "amount": 35400986.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT ENTERPRISE KAFKA SOFTWARE",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC108419F0253_9700_NNG15SC94B_8000"
        },
        {
          "award_id": "15F06720F0001821",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2020-07-02",
          "end_date": "2025-07-01",
          "amount": 10492947.52,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 64373.91,
            "unit": "node",
            "quantity": 163.0,
            "basis": "$10,492,947.52 ÷ 163 nodes = $64,373.91 per node for 12 months"
          },
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT USONLY SUBSCRIPTION 12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CO",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15F06720F0001821_1549_NNG15SD19B_8000"
        },
        {
          "award_id": "70SBUR20F00000304",
          "recipient": "GOVPLACE, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2020-09-30",
          "end_date": "2021-09-29",
          "amount": 1901833.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR20F00000304_7003_HSHQDC13D00022_7001"
        },
        {
          "award_id": "36C10B21F0127",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2021-05-11",
          "end_date": "2023-05-10",
          "amount": 811037.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "CONFLUENT SOFTWARE AND ASSOCIATED SUPPORT SERVICES.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B21F0127_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "70SBUR21F00000258",
          "recipient": "GOVPLACE, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2021-09-30",
          "end_date": "2022-09-29",
          "amount": 2284598.39,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT/KAFKA LICENSES AND PRODUCT SUPPORT",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR21F00000258_7003_HSHQDC13D00022_7001"
        },
        {
          "award_id": "75D30122C12937",
          "recipient": "KAMBRIAN CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Centers for Disease Control and Prevention",
          "action_date": "2021-10-29",
          "end_date": "2022-10-31",
          "amount": 464850.12,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT SOFTWARE LICENSING",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75D30122C12937_7523_-NONE-_-NONE-"
        },
        {
          "award_id": "HC102822F0302",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2022-03-11",
          "end_date": "2026-02-24",
          "amount": 1292823.82,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "CONFLUENT CP-PLA-PROD-FED",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102822F0302_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "70B04C22F00000359",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2022-04-26",
          "end_date": "2023-04-25",
          "amount": 1076266.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT PLATFORM SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C22F00000359_7014_NNG15SC91B_8000"
        },
        {
          "award_id": "W91RUS22F0176",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-06-16",
          "end_date": "2023-06-29",
          "amount": 223924.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT PLATFORM PLATINUM",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91RUS22F0176_9700_W52P1J20D0046_9700"
        },
        {
          "award_id": "W15QKN22F0395",
          "recipient": "WORLD WIDE TECHNOLOGY LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-06-28",
          "end_date": "2025-05-29",
          "amount": 3266406.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "THIS IS A REQUIREMENT FOR CONFLUENT APACHE KAFKA ON BEHALF OF PEO EIS PMO IPPS-A.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W15QKN22F0395_9700_W52P1J20D0069_9700"
        },
        {
          "award_id": "28321322FDX030178",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2022-07-01",
          "end_date": "2023-06-30",
          "amount": 825280.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "training",
          "scope_reason": "training",
          "description_excerpt": "CONFLUENT PLATFORM PLATINUM SOFTWARE, INTEGRATION SERVICES, AND TRAINING",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321322FDX030178_2800_NNG15SC27B_8000"
        },
        {
          "award_id": "80NSSC22PB710",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.83,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2022-08-16",
          "end_date": "2023-08-15",
          "amount": 23759.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "CONFLUENT ANNUAL LICENSE RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC22PB710_8000_-NONE-_-NONE-"
        },
        {
          "award_id": "N6600122F1003",
          "recipient": "NORSEMAN INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2022-08-25",
          "end_date": "2023-09-16",
          "amount": 2199051.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT PLATFORM PLATINUM PRODUCTION",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6600122F1003_9700_NNG15SC83B_8000"
        },
        {
          "award_id": "HC102822F1189",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2022-09-14",
          "end_date": "2023-09-30",
          "amount": 256500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2026-04-04",
          "end_date": "2027-04-03",
          "amount": 1364712.48,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT SOFTWARE SUBSCRIPTION LICENSES AND ASSOCIATED MAINTENANCE SUPPORT",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B26F0111_3600_NNG15SD27B_8000"
        },
        {
          "award_id": "28321326FDX030118",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2026-06-29",
          "end_date": "2027-06-29",
          "amount": 68455.53,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "DELIVERY ORDER FOR CONFLUENT PLATFORM KRAFT PLATINUM FLINK NODES PRODUCTION, PRE-PRODUCTION, AND DEVELOPMENT SOFTWARE. NO PRIOR DO/TO. PERIOD OF PERFORMANCE 06/30/2026 - 06/29/2027.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FDX030118_2800_NNG15SC03B_8000"
        },
        {
          "award_id": "70B04C26F00000493",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2026-07-17",
          "end_date": "2027-07-16",
          "amount": 2173391.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "BASE PERIOD - CONFLUENT PLATFORM SOFTWARE LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C26F00000493_7014_NNG15SC91B_8000"
        },
        {
          "award_id": "28321326FDX030151",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.83,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2026-08-20",
          "end_date": "2027-06-29",
          "amount": 42311.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FDX030151_2800_NNG15SC27B_8000"
        },
        {
          "award_id": "70SBUR26F00000276",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 2509946.07,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT IS NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT AND THE CONTINUOUS ARCHITECTRAL UPGRADES AND CONFIGURATIONS REQUIRED. POP 9/30/2026-9/29",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR26F00000276_7003_NNG15SC91B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "15F06720F0001821",
          "excerpt": "CONFLUENT USONLY SUBSCRIPTION  12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT"
        },
        {
          "pattern": "renewal",
          "award_id": "15F06720F0001821",
          "excerpt": "CONFLUENT USONLY SUBSCRIPTION  12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT"
        },
        {
          "pattern": "licences",
          "award_id": "15F06720F0001821",
          "excerpt": "CONFLUENT USONLY SUBSCRIPTION  12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT"
        },
        {
          "pattern": "licences",
          "award_id": "W58P0525F0031",
          "excerpt": "COMMERCIAL OFF THE SHELF (COTS) CONFLUENT PLATFORM LICENSES FOR APACHE KAFKA"
        },
        {
          "pattern": "support",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "integration",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "support",
          "award_id": "70B04C23F00000366",
          "excerpt": "CONFLUENT PLATFORM SOFTWARE AND PRODUCT SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B23F0088",
          "excerpt": "BENEFITS INTEGRATION PLATFORM (BIP) CONFLUENT SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "integration",
          "award_id": "36C10B23F0088",
          "excerpt": "BENEFITS INTEGRATION PLATFORM (BIP) CONFLUENT SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0088",
          "excerpt": "BENEFITS INTEGRATION PLATFORM (BIP) CONFLUENT SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "professional_services",
          "award_id": "70SBUR24F00000244",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY24 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE US"
        },
        {
          "pattern": "integration",
          "award_id": "70SBUR24F00000244",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY24 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE US"
        },
        {
          "pattern": "support",
          "award_id": "70B04C24F00000522",
          "excerpt": "CONFLUENT (KAFTA) PLATFORM SOFTWARE AND SUPPORT"
        },
        {
          "pattern": "professional_services",
          "award_id": "70SBUR23F00000253",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY 23 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE U"
        },
        {
          "pattern": "integration",
          "award_id": "70SBUR23F00000253",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY 23 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE U"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030143",
          "excerpt": "SUBSCRIPTION RENEWAL OF CONFLUENT PLATFORM PLATINUM"
        },
        {
          "pattern": "licences",
          "award_id": "28321323FDX030143",
          "excerpt": "SUBSCRIPTION RENEWAL OF CONFLUENT PLATFORM PLATINUM"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR22F00000293",
          "excerpt": "THIS IS A DELIVERY ORDER FOR CONFLUENT KAFKA SUBSCRIPTION SOFTWARE AND PRODUCT SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR22F00000293",
          "excerpt": "THIS IS A DELIVERY ORDER FOR CONFLUENT KAFKA SUBSCRIPTION SOFTWARE AND PRODUCT SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR22F00000293",
          "excerpt": "THIS IS A DELIVERY ORDER FOR CONFLUENT KAFKA SUBSCRIPTION SOFTWARE AND PRODUCT SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "70SBUR26F00000276",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT IS NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT AND THE CONTINUOUS ARCHITECTRAL UPGRAD"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR26F00000276",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT IS NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT AND THE CONTINUOUS ARCHITECTRAL UPGRAD"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR25F00000202",
          "excerpt": "CONFLUENT KAFKA SOFTWARE LICENSES AND PRODUCT SUPPORT NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT TO THE CLOUD AND THE CONTINUOUS "
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR25F00000202",
          "excerpt": "CONFLUENT KAFKA SOFTWARE LICENSES AND PRODUCT SUPPORT NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT TO THE CLOUD AND THE CONTINUOUS "
        },
        {
          "pattern": "support",
          "award_id": "70SBUR21F00000258",
          "excerpt": "CONFLUENT/KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR21F00000258",
          "excerpt": "CONFLUENT/KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70B04C26F00000493",
          "excerpt": "BASE PERIOD - CONFLUENT PLATFORM SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR20F00000304",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR20F00000304",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN22F0690",
          "excerpt": "CONFLUENT PROFESSIONAL SERVICES IN SUPPORT OF THE PROGRAM MANAGEMENT OFFICE (PMO), INTEGRATED PAY AND PERSONNEL SYSTEM ARMY (IPPS-A) LOCATED IN ARLINGTON, VA."
        },
        {
          "pattern": "professional_services",
          "award_id": "W15QKN22F0690",
          "excerpt": "CONFLUENT PROFESSIONAL SERVICES IN SUPPORT OF THE PROGRAM MANAGEMENT OFFICE (PMO), INTEGRATED PAY AND PERSONNEL SYSTEM ARMY (IPPS-A) LOCATED IN ARLINGTON, VA."
        },
        {
          "pattern": "integration",
          "award_id": "W15QKN22F0690",
          "excerpt": "CONFLUENT PROFESSIONAL SERVICES IN SUPPORT OF THE PROGRAM MANAGEMENT OFFICE (PMO), INTEGRATED PAY AND PERSONNEL SYSTEM ARMY (IPPS-A) LOCATED IN ARLINGTON, VA."
        },
        {
          "pattern": "support",
          "award_id": "36C10B26F0111",
          "excerpt": "CONFLUENT SOFTWARE SUBSCRIPTION LICENSES AND ASSOCIATED MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B26F0111",
          "excerpt": "CONFLUENT SOFTWARE SUBSCRIPTION LICENSES AND ASSOCIATED MAINTENANCE SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B26F0111",
          "excerpt": "CONFLUENT SOFTWARE SUBSCRIPTION LICENSES AND ASSOCIATED MAINTENANCE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "N6600125F9031",
          "excerpt": "CONFLUENT LICENSES AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N6600125F9031",
          "excerpt": "CONFLUENT LICENSES AND SUPPORT"
        },
        {
          "pattern": "training",
          "award_id": "28321322FDX030178",
          "excerpt": "CONFLUENT PLATFORM PLATINUM SOFTWARE, INTEGRATION SERVICES, AND TRAINING"
        },
        {
          "pattern": "integration",
          "award_id": "28321322FDX030178",
          "excerpt": "CONFLUENT PLATFORM PLATINUM SOFTWARE, INTEGRATION SERVICES, AND TRAINING"
        },
        {
          "pattern": "support",
          "award_id": "36C10B21F0127",
          "excerpt": "CONFLUENT SOFTWARE AND ASSOCIATED SUPPORT SERVICES."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC24F0050",
          "excerpt": "CONFLUENT LICENSES AND ANCILLARY SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "HC102823F1332",
          "excerpt": "CONFLUENT SUBSCRIPTION SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102823F1332",
          "excerpt": "CONFLUENT SUBSCRIPTION SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "HC102823F1332",
          "excerpt": "CONFLUENT SUBSCRIPTION SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75D30123P15769",
          "excerpt": "CONFLUENT SOFTWARE LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102822F1189",
          "excerpt": "CONFLUENT, INC. SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "HC102822F1189",
          "excerpt": "CONFLUENT, INC. SUBSCRIPTIONS"
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FDX030216",
          "excerpt": "PURCHASE 3 CONFLUENT CONNECTOR PACKS FOR KAFKA. PLATINUM SUBSCRIPTION CONNECTOR PACKS 1 EACH FOR DEVELOPMENT, PRE-PRODUCTION, AND PRODUCTION. THE TEAM THAT MANAGES CONFLUENT PLATFORM WILL BE RESPONSIB"
        },
        {
          "pattern": "integration",
          "award_id": "28321325FDX030216",
          "excerpt": "PURCHASE 3 CONFLUENT CONNECTOR PACKS FOR KAFKA. PLATINUM SUBSCRIPTION CONNECTOR PACKS 1 EACH FOR DEVELOPMENT, PRE-PRODUCTION, AND PRODUCTION. THE TEAM THAT MANAGES CONFLUENT PLATFORM WILL BE RESPONSIB"
        },
        {
          "pattern": "licences",
          "award_id": "28321325FDX030216",
          "excerpt": "PURCHASE 3 CONFLUENT CONNECTOR PACKS FOR KAFKA. PLATINUM SUBSCRIPTION CONNECTOR PACKS 1 EACH FOR DEVELOPMENT, PRE-PRODUCTION, AND PRODUCTION. THE TEAM THAT MANAGES CONFLUENT PLATFORM WILL BE RESPONSIB"
        },
        {
          "pattern": "renewal",
          "award_id": "28321326FDX030151",
          "excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "integration",
          "award_id": "28321326FDX030151",
          "excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "28321326FDX030151",
          "excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22PB710",
          "excerpt": "CONFLUENT ANNUAL LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC22PB710",
          "excerpt": "CONFLUENT ANNUAL LICENSE RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 32,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 32,
        "low": 23759.45,
        "p25": 584032.53,
        "median": 2199051.0,
        "p75": 2976931.71,
        "high": 35400986.1,
        "from": "2019-09-25",
        "to": "2026-09-30"
      },
      "clean_count": 32,
      "scope_counts": {
        "license": 29,
        "unknown": 3,
        "support": 3,
        "services": 6,
        "renewal": 3,
        "training": 1
      },
      "observed_low": 23759.45,
      "observed_high": 35400986.1,
      "observed_median": 2199051.0,
      "observed_total": 105402244.62,
      "award_count": 45,
      "agency_count": 8,
      "date_range": {
        "from": "2019-09-25",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Confluent",
      "slug": "confluent",
      "prose": {
        "answer_lead": "Public agencies have awarded 45 contracts naming Confluent, from $23,759 to $35,400,986, each traced to a USAspending record. 32 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Award HC102823F1332 for $634,826.81 is for 'CONFLUENT SUBSCRIPTION SUPPORT'. Award 36C10B23F0088 for $3,146,575 is for 'CONFLUENT SOFTWARE LICENSE AND MAINTENANCE'.",
        "faq": [
          {
            "question": "What is the typical cost range for Confluent licenses and renewals?",
            "answer": "The median award for license and renewal contracts is $2,199,051. The lowest observed award for a license or renewal was $23,759.45, and the highest was $35,400,986.10.",
            "award_ids": [
              "HC108419F0253",
              "15F06720F0001821",
              "70SBUR20F00000304",
              "70SBUR21F00000258",
              "75D30122C12937",
              "70B04C22F00000359",
              "W91RUS22F0176",
              "80NSSC22PB710",
              "N6600122F1003",
              "HC102822F1189",
              "70SBUR22F00000293",
              "75D30123P15769",
              "36C10B23F0088",
              "28321323FDX030143",
              "80NSSC23FA811",
              "N6600123F1048",
              "HC102823F1332",
              "70SBUR23F00000253",
              "W519TC24F0050",
              "HC108424F0129",
              "HC102824F0766",
              "N6600124F0990",
              "70SBUR24F00000244",
              "W58P0525F0031",
              "W519TC25F0257",
              "N6600125F9031",
              "28321325FDX030216",
              "70SBUR25F00000202",
              "36C10B26F0111",
              "70B04C26F00000493",
              "28321326FDX030151",
              "70SBUR26F00000276"
            ]
          },
          {
            "question": "Are there additional costs beyond the core Confluent software license?",
            "answer": "Contract descriptions indicate that services, training, and support are often included in awards.",
            "award_ids": [
              "28321322FDX030178",
              "W15QKN22F0690",
              "36C10B21F0127",
              "70B04C23F00000366",
              "70B04C24F00000522",
              "80NSSC24FA873",
              "2032H524F00780",
              "80NSSC25FA499",
              "28321326FDX030118"
            ]
          },
          {
            "question": "What is the price per node for Confluent?",
            "answer": "One contract, 15F06720F0001821 from the Department of Justice, provides a total of $10,492,947.52. This is the only record that specifies a price per node.",
            "award_ids": [
              "15F06720F0001821"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "{\n  \"rewritten_text\": \"The lowest recorded contract amount is $23,759.45, from the Department of the Air Force's award 1500000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Confluent from a low of $23,759.45",
            "US public agencies have awarded contracts for Confluent from a low of $23,759.45",
            "Buyers should note that several contract descriptions indicate that 'support' an",
            "Based on 32 license and renewal awards, the typical contract total for Confluent",
            "Yes, contract descriptions indicate that services, training, and support are oft",
            "Contract descriptions indicate that services, training, and support are often in",
            "One contract, 15F06720F0001821 from the Department of Justice, provides a derive"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 45 public contract awards from 8 awarding agencies.",
          "The figures below are computed from 32 licence and renewal awards; the other 13 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 92.6, and the highest is 1490.0 times the lowest.",
          "17 of 45 awards (38%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 6 awards (13%).",
          "The records span 2019-09-25 to 2026-09-30."
        ],
        "numbers": [
          38,
          13,
          1490.0,
          92.6,
          8,
          17,
          6,
          32,
          13
        ],
        "basis_sentence": "The figures below are computed from 32 licence and renewal awards; the other 13 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 29,
          "unknown": 3,
          "support": 3,
          "services": 6,
          "renewal": 3,
          "training": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Social Security Administration",
          "National Aeronautics and Space Administration",
          "Department of Veterans Affairs",
          "Department of Justice",
          "Department of Health and Human Services",
          "Department of the Treasury"
        ],
        "agency_counts": {
          "Department of Defense": 17,
          "Department of Justice": 2,
          "Department of Homeland Security": 11,
          "Department of Veterans Affairs": 3,
          "Department of Health and Human Services": 2,
          "Social Security Administration": 5,
          "National Aeronautics and Space Administration": 4,
          "Department of the Treasury": 1
        },
        "recipient_counts": {
          "VAE, INC.": 1,
          "ALVAREZ LLC": 1,
          "GOVPLACE, LLC": 2,
          "ARCHITECHTURE SOLUTIONS LLC": 1,
          "KAMBRIAN CORPORATION": 2,
          "AUGUST SCHELL ENTERPRISES, INC.": 3,
          "SWISH DATA CORPORATION": 5,
          "DH TECHNOLOGIES, INC.": 2,
          "WORLD WIDE TECHNOLOGY LLC": 4,
          "CARAHSOFT TECHNOLOGY CORP": 6,
          "NORSEMAN INC": 6,
          "AKIRA TECHNOLOGIES INC.": 1,
          "4 STAR TECHNOLOGIES, INC.": 3,
          "NEW TECH SOLUTIONS, INC.": 3,
          "FOUR LLC": 1,
          "FCN, INC.": 1,
          "BLAZAR TECHNOLOGY SOLUTIONS LLC": 1,
          "GOVSMART, INC.": 1,
          "V3GATE, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 1490.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Confluent\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$17.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$35.4M</text><line x1=\"56\" y1=\"204.1\" x2=\"704\" y2=\"204.1\" class=\"pp-median\"/><text x=\"704\" y=\"198.1\" class=\"pp-median-label\" text-anchor=\"end\">median $2.2M</text><rect x=\"58.7\" y=\"24.0\" width=\"8.9\" height=\"192.0\" class=\"pp-bar\"><title>HC108419F0253 — $35.4M — Department of Defense — 2019-09-25</title></rect><rect x=\"73.1\" y=\"159.1\" width=\"8.9\" height=\"56.9\" class=\"pp-bar\"><title>15F06720F0001821 — $10.5M — Department of Justice — 2020-07-02</title></rect><rect x=\"87.5\" y=\"205.7\" width=\"8.9\" height=\"10.3\" class=\"pp-bar\"><title>70SBUR20F00000304 — $1.9M — Department of Homeland Security — 2020-09-30</title></rect><rect x=\"101.9\" y=\"211.6\" width=\"8.9\" height=\"4.4\" class=\"pp-bar\"><title>36C10B21F0127 — $811k — Department of Veterans Affairs — 2021-05-11</title></rect><rect x=\"116.3\" y=\"203.6\" width=\"8.9\" height=\"12.4\" class=\"pp-bar\"><title>70SBUR21F00000258 — $2.3M — Department of Homeland Security — 2021-09-30</title></rect><rect x=\"130.7\" y=\"213.5\" width=\"8.9\" height=\"2.5\" class=\"pp-bar\"><title>75D30122C12937 — $465k — Department of Health and Human Services — 2021-10-29</title></rect><rect x=\"145.1\" y=\"209.0\" width=\"8.9\" height=\"7.0\" class=\"pp-bar\"><title>HC102822F0302 — $1.3M — Department of Defense — 2022-03-11</title></rect><rect x=\"159.5\" y=\"210.2\" width=\"8.9\" height=\"5.8\" class=\"pp-bar\"><title>70B04C22F00000359 — $1.1M — Department of Homeland Security — 2022-04-26</title></rect><rect x=\"173.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>W91RUS22F0176 — $224k — Department of Defense — 2022-06-16</title></rect><rect x=\"188.3\" y=\"198.3\" width=\"8.9\" height=\"17.7\" class=\"pp-bar\"><title>W15QKN22F0395 — $3.3M — Department of Defense — 2022-06-28</title></rect><rect x=\"202.7\" y=\"211.5\" width=\"8.9\" height=\"4.5\" class=\"pp-bar\"><title>28321322FDX030178 — $825k — Social Security Administration — 2022-07-01</title></rect><rect x=\"217.1\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22PB710 — $24k — National Aeronautics and Space Administration — 2022-08-16</title></rect><rect x=\"231.5\" y=\"204.1\" width=\"8.9\" height=\"11.9\" class=\"pp-bar\"><title>N6600122F1003 — $2.2M — Department of Defense — 2022-08-25</title></rect><rect x=\"245.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F1189 — $256k — Department of Defense — 2022-09-14</title></rect><rect x=\"260.3\" y=\"201.9\" width=\"8.9\" height=\"14.1\" class=\"pp-bar\"><title>70SBUR22F00000293 — $2.6M — Department of Homeland Security — 2022-09-30</title></rect><rect x=\"274.7\" y=\"208.0\" width=\"8.9\" height=\"8.0\" class=\"pp-bar\"><title>W15QKN22F0690 — $1.5M — Department of Defense — 2022-09-30</title></rect><rect x=\"289.1\" y=\"213.7\" width=\"8.9\" height=\"2.3\" class=\"pp-bar\"><title>75D30123P15769 — $432k — Department of Health and Human Services — 2022-10-20</title></rect><rect x=\"303.5\" y=\"198.9\" width=\"8.9\" height=\"17.1\" class=\"pp-bar\"><title>36C10B23F0088 — $3.1M — Department of Veterans Affairs — 2023-03-21</title></rect><rect x=\"317.9\" y=\"196.7\" width=\"8.9\" height=\"19.3\" class=\"pp-bar\"><title>70B04C23F00000366 — $3.6M — Department of Homeland Security — 2023-04-26</title></rect><rect x=\"332.3\" y=\"201.2\" width=\"8.9\" height=\"14.8\" class=\"pp-bar\"><title>28321323FDX030143 — $2.7M — Social Security Administration — 2023-06-30</title></rect><rect x=\"346.7\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23FA811 — $25k — National Aeronautics and Space Administration — 2023-08-16</title></rect><rect x=\"361.1\" y=\"200.1\" width=\"8.9\" height=\"15.9\" class=\"pp-bar\"><title>N6600123F1048 — $2.9M — Department of Defense — 2023-08-23</title></rect><rect x=\"375.5\" y=\"212.6\" width=\"8.9\" height=\"3.4\" class=\"pp-bar\"><title>HC102823F1332 — $635k — Department of Defense — 2023-09-14</title></rect><rect x=\"389.9\" y=\"200.9\" width=\"8.9\" height=\"15.1\" class=\"pp-bar\"><title>70SBUR23F00000253 — $2.8M — Department of Homeland Security — 2023-09-30</title></rect><rect x=\"404.3\" y=\"212.1\" width=\"8.9\" height=\"3.9\" class=\"pp-bar\"><title>W519TC24F0050 — $726k — Department of Defense — 2023-12-18</title></rect><rect x=\"418.7\" y=\"176.1\" width=\"8.9\" height=\"39.9\" class=\"pp-bar\"><title>HC108424F0129 — $7.4M — Department of Defense — 2024-03-08</title></rect><rect x=\"433.1\" y=\"199.7\" width=\"8.9\" height=\"16.3\" class=\"pp-bar\"><title>70B04C24F00000522 — $3.0M — Department of Homeland Security — 2024-07-17</title></rect><rect x=\"447.5\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24FA873 — $25k — National Aeronautics and Space Administration — 2024-08-16</title></rect><rect x=\"461.9\" y=\"212.6\" width=\"8.9\" height=\"3.4\" class=\"pp-bar\"><title>HC102824F0766 — $624k — Department of Defense — 2024-08-17</title></rect><rect x=\"476.3\" y=\"195.1\" width=\"8.9\" height=\"20.9\" class=\"pp-bar\"><title>N6600124F0990 — $3.8M — Department of Defense — 2024-08-29</title></rect><rect x=\"490.7\" y=\"199.1\" width=\"8.9\" height=\"16.9\" class=\"pp-bar\"><title>70SBUR24F00000244 — $3.1M — Department of Homeland Security — 2024-09-30</title></rect><rect x=\"505.1\" y=\"211.6\" width=\"8.9\" height=\"4.4\" class=\"pp-bar\"><title>2032H524F00780 — $805k — Department of the Treasury — 2024-09-30</title></rect><rect x=\"519.5\" y=\"204.5\" width=\"8.9\" height=\"11.5\" class=\"pp-bar\"><title>M6785425F0075 — $2.1M — Department of Defense — 2025-03-31</title></rect><rect x=\"533.9\" y=\"179.9\" width=\"8.9\" height=\"36.1\" class=\"pp-bar\"><title>W58P0525F0031 — $6.7M — Department of Defense — 2025-04-15</title></rect><rect x=\"548.3\" y=\"194.2\" width=\"8.9\" height=\"21.8\" class=\"pp-bar\"><title>W519TC25F0257 — $4.0M — Department of Defense — 2025-05-29</title></rect><rect x=\"562.7\" y=\"193.7\" width=\"8.9\" height=\"22.3\" class=\"pp-bar\"><title>15F06725F0001389 — $4.1M — Department of Justice — 2025-07-02</title></rect><rect x=\"577.1\" y=\"211.3\" width=\"8.9\" height=\"4.7\" class=\"pp-bar\"><title>N6600125F9031 — $865k — Department of Defense — 2025-07-16</title></rect><rect x=\"591.5\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA499 — $34k — National Aeronautics and Space Administration — 2025-08-16</title></rect><rect x=\"605.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>28321325FDX030216 — $52k — Social Security Administration — 2025-09-29</title></rect><rect x=\"620.3\" y=\"202.6\" width=\"8.9\" height=\"13.4\" class=\"pp-bar\"><title>70SBUR25F00000202 — $2.5M — Department of Homeland Security — 2025-09-30</title></rect><rect x=\"634.7\" y=\"208.6\" width=\"8.9\" height=\"7.4\" class=\"pp-bar\"><title>36C10B26F0111 — $1.4M — Department of Veterans Affairs — 2026-04-04</title></rect><rect x=\"649.1\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>28321326FDX030118 — $68k — Social Security Administration — 2026-06-29</title></rect><rect x=\"663.5\" y=\"204.2\" width=\"8.9\" height=\"11.8\" class=\"pp-bar\"><title>70B04C26F00000493 — $2.2M — Department of Homeland Security — 2026-07-17</title></rect><rect x=\"677.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>28321326FDX030151 — $42k — Social Security Administration — 2026-08-20</title></rect><rect x=\"692.3\" y=\"202.4\" width=\"8.9\" height=\"13.6\" class=\"pp-bar\"><title>70SBUR26F00000276 — $2.5M — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-09-25</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (45 awards, obligated)</text></svg>",
      "published_date": "2026-09-18",
      "url": "/confluent/",
      "changelog": [
        {
          "date": "2026-09-18",
          "note": "Initial publication: 45 awards, $23,759–$35,400,986."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "collibra",
      "product_name": "Collibra",
      "vendor": "Collibra NV",
      "list_price": null,
      "awards": [
        {
          "award_id": "692M1519P00143",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2019-09-12",
          "end_date": "2020-09-19",
          "amount": 507432.01,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ITAR-19-4704 SLI#: 36539 COLLIBRA DATA CITIZEN ENTERPRISE PLATFORM (AKA DATA GOVERNANCE PLATFORM)",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1519P00143_6920_-NONE-_-NONE-"
        },
        {
          "award_id": "70RTAC19FR0000130",
          "recipient": "PERATON ENTERPRISE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2019-09-20",
          "end_date": "2020-07-06",
          "amount": 97907.68,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATA CENTER 2 SERVICES FOR CLOUD AND COLLIBRA HOSTING",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RTAC19FR0000130_7001_HSHQDC15D00015_7001"
        },
        {
          "award_id": "SP470120C0027",
          "recipient": "LOGISTICS MANAGEMENT INSTITUTE",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Logistics Agency",
          "action_date": "2020-05-07",
          "end_date": "2023-03-31",
          "amount": 606420.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "COLLIBRA METADATA MANAGEMENT PROTOTYPE IGF OT IGF",
          "psc_code": "AD23",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_SP470120C0027_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "70CTD020FC0000151",
          "recipient": "COPPER RIVER ENTERPRISE SERVICES, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2020-09-18",
          "end_date": "2021-09-29",
          "amount": 284793.6,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "SYSTEM ADMINISTRATOR TO SUPPORT MULTIPLE ICE OCIO TOOLS INCLUDING; ERPA TABLEAU AND COLLIBRA.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD020FC0000151_7012_70CTD019A00000004_7012"
        },
        {
          "award_id": "692M1520P00109",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2020-09-18",
          "end_date": "2022-06-30",
          "amount": 818327.01,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ITAR-19-4704 SLI#: 36539 COLLIBRA DATA CITIZEN ENTERPRISE PLATFORM (AKA DATA GOVERNANCE PLATFORM)",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1520P00109_6920_-NONE-_-NONE-"
        },
        {
          "award_id": "70RTAC21FR0000039",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2021-03-24",
          "end_date": "2024-02-29",
          "amount": 1487353.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RTAC21FR0000039_7001_NNG15SD19B_8000"
        },
        {
          "award_id": "HC108421F0254",
          "recipient": "NEXTECH SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2021-09-28",
          "end_date": "2023-09-29",
          "amount": 506989.61,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "COLLIBRA CLOUD PLATFORM",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC108421F0254_9700_NNG15SD03B_8000"
        },
        {
          "award_id": "697DCK22F00128",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2021-12-01",
          "end_date": "2024-10-21",
          "amount": 838464.43,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "COLLIBRA PROFESSIONAL SOFTWARE RENEWAL FOR EXISTING HARDWARE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F00128_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "36C10B22F0184",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2022-06-29",
          "end_date": "2023-06-28",
          "amount": 1303510.27,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "VA HAS A REQUIREMENT FOR BRAND NAME OR EQUIVALENT COLLIBRA ENTERPRISE PLATFORM SOFTWARE-AS-A-SERVICE (SAAS) OFFERING THAT IS USED TO ASSIST IN DATA DISCOVERY AND GOVERNANCE ACROSS A LARGE ENTERPRISE ORGANIZATION.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B22F0184_3600_NNG15SD22B_8000"
        },
        {
          "award_id": "697DCK22F01361",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-07-11",
          "end_date": "2022-08-10",
          "amount": 67617.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "COLLIBRA PROFESSIONAL SERVICES AND HEALTH CHECK FOR SAAS MIGRATION",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01361_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK22F01191",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-07-13",
          "end_date": "2022-07-18",
          "amount": 55643.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "ITAR-22-2166 SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE). / SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES - COLLIBRA PROFESSIONAL SERVICES TO PROV",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01191_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "70RCSA22FR0000032",
          "recipient": "KYM ADVISORS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2022-08-08",
          "end_date": "2023-08-07",
          "amount": 38000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
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          "end_date": "2027-08-24",
          "amount": 725181.31,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "COLLIBRA DATA INTELLIGENCE PLATFORM SOFTWARE-AS-A-SERVICE (SAAS) SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_7571TE26F80211_7571_NNG15SC82B_8000"
        },
        {
          "award_id": "69319526F40006N",
          "recipient": "GOVSMART, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Transit Administration",
          "action_date": "2026-09-15",
          "end_date": "2027-09-14",
          "amount": 309000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE THE COLLIBRA LICENSE AND SUPPORT SERVICE.",
          "psc_code": "U012",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_69319526F40006N_6955_NNG15SD11B_8000"
        },
        {
          "award_id": "1333BJ26F00182017",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 258225.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "COLLIBRA SOFTWARE LICENSE MAINTENANCE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333BJ26F00182017_1344_NNG15SD60B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "70CTD020FC0000151",
          "excerpt": "SYSTEM ADMINISTRATOR TO SUPPORT MULTIPLE ICE OCIO TOOLS INCLUDING; ERPA TABLEAU AND COLLIBRA."
        },
        {
          "pattern": "support",
          "award_id": "36C10B23F0133",
          "excerpt": "BRAND NAME OR EQUAL COLLIBRA SOFTWARE LICENSEES AND MAINTENANCE TO SUPPORT THE VA"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B23F0133",
          "excerpt": "BRAND NAME OR EQUAL COLLIBRA SOFTWARE LICENSEES AND MAINTENANCE TO SUPPORT THE VA"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0133",
          "excerpt": "BRAND NAME OR EQUAL COLLIBRA SOFTWARE LICENSEES AND MAINTENANCE TO SUPPORT THE VA"
        },
        {
          "pattern": "support",
          "award_id": "693JJ624F00071N",
          "excerpt": "THE OFFICE OF INFORMATION AND TECHNOLOGY, IT OPERATIONS & BUSINESS INTELLIGENCE SERVICES REQUIRES THE BRAND NAME COLLIBRA ENTERPRISE PLATFORM SOFTWARE-AS-A-SERVICE TO SUPPORT DATA DISCOVERY AND GOVERN"
        },
        {
          "pattern": "training",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "professional_services",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "training",
          "award_id": "70RTAC24FR0000034",
          "excerpt": "DO AWARD FOR THE BRAND-NAME COLLIBRA DATA GOVERNANCE SOFTWARE MAINTENANCE, TRAINING, AND TECHNICAL SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "70RTAC24FR0000034",
          "excerpt": "DO AWARD FOR THE BRAND-NAME COLLIBRA DATA GOVERNANCE SOFTWARE MAINTENANCE, TRAINING, AND TECHNICAL SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00078",
          "excerpt": "COLLIBRA PRO PLATFORM RENEWAL FOR ADO."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00101",
          "excerpt": "THE RENEWAL OF THE COLLIBRA PROFESSIONAL PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F00128",
          "excerpt": "COLLIBRA PROFESSIONAL SOFTWARE RENEWAL FOR EXISTING HARDWARE."
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26F80211",
          "excerpt": "COLLIBRA DATA INTELLIGENCE PLATFORM SOFTWARE-AS-A-SERVICE (SAAS) SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80211",
          "excerpt": "COLLIBRA DATA INTELLIGENCE PLATFORM SOFTWARE-AS-A-SERVICE (SAAS) SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80144",
          "excerpt": "COLLIBRA SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "75F40125F80155",
          "excerpt": "FY25 COLLIBRA SAAS DATA CATALOG PLATFORM SOFTWARE AND SUPPORT LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80155",
          "excerpt": "FY25 COLLIBRA SAAS DATA CATALOG PLATFORM SOFTWARE AND SUPPORT LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "69319526F40006N",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE THE COLLIBRA LICENSE AND SUPPORT SERVICE."
        },
        {
          "pattern": "licences",
          "award_id": "69319526F40006N",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE THE COLLIBRA LICENSE AND SUPPORT SERVICE."
        },
        {
          "pattern": "licences",
          "award_id": "49100426F0039",
          "excerpt": "COLLIBRA LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "1333BJ26F00182017",
          "excerpt": "COLLIBRA SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "1333BJ26F00182017",
          "excerpt": "COLLIBRA SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00161",
          "excerpt": "ITAR-23-0649 SLI#: 48144 ADO COLLIBRA DATA QUALITY RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75R60226F80027",
          "excerpt": "OIT- SOFTWARE50 C 7530 COLLIBRA LICENSES FOR NATIONAL PRACTITIONER DATA BANK"
        },
        {
          "pattern": "implementation",
          "award_id": "697DCK22F01361",
          "excerpt": "COLLIBRA PROFESSIONAL SERVICES AND HEALTH CHECK FOR SAAS MIGRATION"
        },
        {
          "pattern": "professional_services",
          "award_id": "697DCK22F01361",
          "excerpt": "COLLIBRA PROFESSIONAL SERVICES AND HEALTH CHECK FOR SAAS MIGRATION"
        },
        {
          "pattern": "implementation",
          "award_id": "697DCK22F01191",
          "excerpt": "ITAR-22-2166  SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE).  /  SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01191",
          "excerpt": "ITAR-22-2166  SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE).  /  SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL"
        },
        {
          "pattern": "professional_services",
          "award_id": "697DCK22F01191",
          "excerpt": "ITAR-22-2166  SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE).  /  SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL"
        },
        {
          "pattern": "licences",
          "award_id": "75R60225C00008",
          "excerpt": "OIT-SOFTWARE50 C 7440 COLLIBRA SW LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "70RCSA22FR0000032",
          "excerpt": "NEW TO WITH KYM UNDER GSA FSS IT 70 FOR COLLIBRA MOMENTUM SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01736",
          "excerpt": "ADO COLLIBRA DATA QUALITY RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 25,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 25,
        "low": 27508.68,
        "p25": 309000.0,
        "median": 725181.31,
        "p75": 1109061.72,
        "high": 4898086.0,
        "from": "2019-09-12",
        "to": "2026-09-30"
      },
      "clean_count": 25,
      "scope_counts": {
        "bundle": 1,
        "license": 20,
        "unknown": 10,
        "support": 2,
        "training": 1,
        "renewal": 5,
        "services": 2
      },
      "observed_low": 27508.68,
      "observed_high": 4898086.0,
      "observed_median": 725181.31,
      "observed_total": 22535373.64,
      "award_count": 41,
      "agency_count": 9,
      "date_range": {
        "from": "2019-09-12",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Collibra",
      "slug": "collibra",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Collibra from a low of $27,508.68 to a high of $4,898,086. No list price for Collibra was provided in the evidence.",
        "renewal_watch": "A renewal for \"Collibra Data Quality\" was awarded for $27,508.68. A \"Collibra Professional Platform\" renewal was awarded for $931,181.51. An award for \"Collibra Software License Maintenance\" was for $258,225.26. The evidence also shows instances where professional services are purchased in conjunction with renewals, such as \"additional professional services\" for $55,643.",
        "faq": [
          {
            "question": "What is the typical contract amount for Collibra licenses and renewals?",
            "answer": "The median contract amount for these awards is $725,181.31.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond the software license for Collibra?",
            "answer": "Yes, contract descriptions indicate additional costs for services, training, and support. For example, one award for $1,487,353.99 included \"software subscription services, training and professional services.\" Another award for $1,296,497.26 explicitly covered \"software maintenance, training, and technical services.\"",
            "award_ids": [
              "70RTAC21FR0000039",
              "70RTAC24FR0000034"
            ]
          },
          {
            "question": "What is the cost of Collibra professional services?",
            "answer": "One agency awarded $67,617 for Collibra professional services.",
            "award_ids": [
              "697DCK22F01361",
              "697DCK22F01191"
            ]
          },
          {
            "question": "Does Collibra offer support services, and what do they cost?",
            "answer": "One award for \"Collibra Momentum Support\" was $38,000.",
            "award_ids": [
              "70RCSA22FR0000032",
              "693JJ624F00071N",
              "69319526F40006N"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded contracts for Collibra from a low of $27,508.68 ",
            "Renewal costs for Collibra show a range of contract amounts. For example, a rene",
            "Based on 25 license and renewal awards, the contract amounts for Collibra typica",
            "One award for Collibra professional services and a health check for SaaS migrati",
            "One agency awarded $67,617 for Collibra professional services. Another agency aw",
            "Yes, support services are mentioned in several awards. One award for \"Collibra M",
            "Support services are mentioned in several awards. One award for \"Collibra Moment"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 41 public contract awards from 9 awarding agencies.",
          "The figures below are computed from 25 licence and renewal awards; the other 16 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 26.4, and the highest is 178.1 times the lowest.",
          "15 of 41 awards (37%) come from Department of Transportation.",
          "The most frequent recipient across these awards is NEW TECH SOLUTIONS, INC., on 6 awards (15%).",
          "The records span 2019-09-12 to 2026-09-30."
        ],
        "numbers": [
          37,
          15,
          178.1,
          26.4,
          9,
          15,
          6,
          25,
          16
        ],
        "basis_sentence": "The figures below are computed from 25 licence and renewal awards; the other 16 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 1,
          "license": 20,
          "unknown": 10,
          "support": 2,
          "training": 1,
          "renewal": 5,
          "services": 2
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Homeland Security",
          "Department of Defense",
          "Department of Health and Human Services",
          "Department of Veterans Affairs",
          "Department of the Treasury",
          "Commodity Futures Trading Commission",
          "National Science Foundation",
          "Department of Commerce"
        ],
        "agency_counts": {
          "Department of Transportation": 15,
          "Department of Homeland Security": 6,
          "Department of Defense": 6,
          "Department of Veterans Affairs": 3,
          "Department of Health and Human Services": 6,
          "Department of the Treasury": 2,
          "Commodity Futures Trading Commission": 1,
          "National Science Foundation": 1,
          "Department of Commerce": 1
        },
        "recipient_counts": {
          "ALVAREZ LLC": 3,
          "PERATON ENTERPRISE SOLUTIONS LLC": 1,
          "LOGISTICS MANAGEMENT INSTITUTE": 1,
          "COPPER RIVER ENTERPRISE SERVICES, LLC": 1,
          "NEXTECH SOLUTIONS LLC": 1,
          "CDW GOVERNMENT LLC": 4,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 3,
          "MICROTECHNOLOGIES LLC": 5,
          "KYM ADVISORS INC": 1,
          "4 STAR TECHNOLOGIES, INC.": 1,
          "NEW TECH SOLUTIONS, INC.": 6,
          "REDHAWK IT SOLUTIONS, LLC": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "GOVSMART, INC.": 5,
          "PARAGON MICRO INC": 1,
          "VERTOSOFT, LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "IT1 SOURCE LLC": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "NEW TECH SOLUTIONS, INC.",
        "spread_ratio": 178.1
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Collibra\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.9M</text><line x1=\"56\" y1=\"187.6\" x2=\"704\" y2=\"187.6\" class=\"pp-median\"/><text x=\"704\" y=\"181.6\" class=\"pp-median-label\" text-anchor=\"end\">median $725k</text><rect x=\"59.0\" y=\"196.1\" width=\"9.8\" height=\"19.9\" class=\"pp-bar\"><title>692M1519P00143 — $507k — Department of Transportation — 2019-09-12</title></rect><rect x=\"74.8\" y=\"212.2\" width=\"9.8\" height=\"3.8\" class=\"pp-bar\"><title>70RTAC19FR0000130 — $98k — Department of Homeland Security — 2019-09-20</title></rect><rect x=\"90.6\" y=\"192.2\" width=\"9.8\" height=\"23.8\" class=\"pp-bar\"><title>SP470120C0027 — $606k — Department of Defense — 2020-05-07</title></rect><rect x=\"106.4\" y=\"204.8\" width=\"9.8\" height=\"11.2\" class=\"pp-bar\"><title>70CTD020FC0000151 — $285k — Department of Homeland Security — 2020-09-18</title></rect><rect x=\"122.2\" y=\"183.9\" width=\"9.8\" height=\"32.1\" class=\"pp-bar\"><title>692M1520P00109 — $818k — Department of Transportation — 2020-09-18</title></rect><rect x=\"138.0\" y=\"157.7\" width=\"9.8\" height=\"58.3\" class=\"pp-bar\"><title>70RTAC21FR0000039 — $1.5M — Department of Homeland Security — 2021-03-24</title></rect><rect x=\"153.8\" y=\"196.1\" width=\"9.8\" height=\"19.9\" class=\"pp-bar\"><title>HC108421F0254 — $507k — Department of Defense — 2021-09-28</title></rect><rect x=\"169.6\" y=\"183.1\" width=\"9.8\" height=\"32.9\" class=\"pp-bar\"><title>697DCK22F00128 — $838k — Department of Transportation — 2021-12-01</title></rect><rect x=\"185.4\" y=\"164.9\" width=\"9.8\" height=\"51.1\" class=\"pp-bar\"><title>36C10B22F0184 — $1.3M — Department of Veterans Affairs — 2022-06-29</title></rect><rect x=\"201.2\" y=\"213.3\" width=\"9.8\" height=\"2.7\" class=\"pp-bar\"><title>697DCK22F01361 — $68k — Department of Transportation — 2022-07-11</title></rect><rect x=\"217.1\" y=\"213.8\" width=\"9.8\" height=\"2.2\" class=\"pp-bar\"><title>697DCK22F01191 — $56k — Department of Transportation — 2022-07-13</title></rect><rect x=\"232.9\" y=\"214.0\" width=\"9.8\" height=\"2.0\" class=\"pp-bar\"><title>70RCSA22FR0000032 — $38k — Department of Homeland Security — 2022-08-08</title></rect><rect x=\"248.7\" y=\"214.0\" width=\"9.8\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F01736 — $28k — Department of Transportation — 2022-09-12</title></rect><rect x=\"264.5\" y=\"179.5\" width=\"9.8\" height=\"36.5\" class=\"pp-bar\"><title>697DCK23F00101 — $931k — Department of Transportation — 2022-12-02</title></rect><rect x=\"280.3\" y=\"208.3\" width=\"9.8\" height=\"7.7\" class=\"pp-bar\"><title>697DCK23F00161 — $197k — Department of Transportation — 2022-12-20</title></rect><rect x=\"296.1\" y=\"153.5\" width=\"9.8\" height=\"62.5\" class=\"pp-bar\"><title>36C10B23F0133 — $1.6M — Department of Veterans Affairs — 2023-05-24</title></rect><rect x=\"311.9\" y=\"172.2\" width=\"9.8\" height=\"43.8\" class=\"pp-bar\"><title>H9241523F0193 — $1.1M — Department of Defense — 2023-08-30</title></rect><rect x=\"327.7\" y=\"183.8\" width=\"9.8\" height=\"32.2\" class=\"pp-bar\"><title>HC102823F1401 — $820k — Department of Defense — 2023-09-13</title></rect><rect x=\"343.5\" y=\"172.1\" width=\"9.8\" height=\"43.9\" class=\"pp-bar\"><title>697DCK24F00059 — $1.1M — Department of Transportation — 2023-12-01</title></rect><rect x=\"359.3\" y=\"165.2\" width=\"9.8\" height=\"50.8\" class=\"pp-bar\"><title>70RTAC24FR0000034 — $1.3M — Department of Homeland Security — 2024-03-06</title></rect><rect x=\"375.1\" y=\"24.0\" width=\"9.8\" height=\"192.0\" class=\"pp-bar\"><title>36C10B24F0191 — $4.9M — Department of Veterans Affairs — 2024-06-30</title></rect><rect x=\"390.9\" y=\"187.7\" width=\"9.8\" height=\"28.3\" class=\"pp-bar\"><title>75R60224F80084 — $722k — Department of Health and Human Services — 2024-07-24</title></rect><rect x=\"406.7\" y=\"128.7\" width=\"9.8\" height=\"87.3\" class=\"pp-bar\"><title>20341524F00044 — $2.2M — Department of the Treasury — 2024-09-15</title></rect><rect x=\"422.5\" y=\"185.6\" width=\"9.8\" height=\"30.4\" class=\"pp-bar\"><title>9523ZY24F0048 — $775k — Commodity Futures Trading Commission — 2024-09-25</title></rect><rect x=\"438.3\" y=\"155.1\" width=\"9.8\" height=\"60.9\" class=\"pp-bar\"><title>693JJ624F00071N — $1.6M — Department of Transportation — 2024-09-28</title></rect><rect x=\"454.1\" y=\"175.6\" width=\"9.8\" height=\"40.4\" class=\"pp-bar\"><title>697DCK25F00064 — $1.0M — Department of Transportation — 2024-12-06</title></rect><rect x=\"469.9\" y=\"136.6\" width=\"9.8\" height=\"79.4\" class=\"pp-bar\"><title>W91CRB25F0074 — $2.0M — Department of Defense — 2024-12-19</title></rect><rect x=\"485.7\" y=\"206.6\" width=\"9.8\" height=\"9.4\" class=\"pp-bar\"><title>693JJ925F00042N — $241k — Department of Transportation — 2025-07-01</title></rect><rect x=\"501.5\" y=\"197.8\" width=\"9.8\" height=\"18.2\" class=\"pp-bar\"><title>75F40125F80155 — $463k — Department of Health and Human Services — 2025-08-22</title></rect><rect x=\"517.3\" y=\"214.0\" width=\"9.8\" height=\"2.0\" class=\"pp-bar\"><title>75R60225C00008 — $49k — Department of Health and Human Services — 2025-09-26</title></rect><rect x=\"533.1\" y=\"172.5\" width=\"9.8\" height=\"43.5\" class=\"pp-bar\"><title>697DCK26F00078 — $1.1M — Department of Transportation — 2025-12-17</title></rect><rect x=\"549.0\" y=\"136.9\" width=\"9.8\" height=\"79.1\" class=\"pp-bar\"><title>W91CRB26FA053 — $2.0M — Department of Defense — 2025-12-26</title></rect><rect x=\"564.8\" y=\"212.5\" width=\"9.8\" height=\"3.5\" class=\"pp-bar\"><title>75R60226F80027 — $90k — Department of Health and Human Services — 2026-02-27</title></rect><rect x=\"580.6\" y=\"204.8\" width=\"9.8\" height=\"11.2\" class=\"pp-bar\"><title>49100426F0039 — $284k — National Science Foundation — 2026-04-01</title></rect><rect x=\"596.4\" y=\"192.0\" width=\"9.8\" height=\"24.0\" class=\"pp-bar\"><title>70CTD026FR0000023 — $612k — Department of Homeland Security — 2026-05-18</title></rect><rect x=\"612.2\" y=\"182.2\" width=\"9.8\" height=\"33.8\" class=\"pp-bar\"><title>2031JW26F00054 — $862k — Department of the Treasury — 2026-06-16</title></rect><rect x=\"628.0\" y=\"204.0\" width=\"9.8\" height=\"12.0\" class=\"pp-bar\"><title>693JJ926F00055N — $305k — Department of Transportation — 2026-07-01</title></rect><rect x=\"643.8\" y=\"197.0\" width=\"9.8\" height=\"19.0\" class=\"pp-bar\"><title>7571TE26F80144 — $485k — Department of Health and Human Services — 2026-07-31</title></rect><rect x=\"659.6\" y=\"187.6\" width=\"9.8\" height=\"28.4\" class=\"pp-bar\"><title>7571TE26F80211 — $725k — Department of Health and Human Services — 2026-08-25</title></rect><rect x=\"675.4\" y=\"203.9\" width=\"9.8\" height=\"12.1\" class=\"pp-bar\"><title>69319526F40006N — $309k — Department of Transportation — 2026-09-15</title></rect><rect x=\"691.2\" y=\"205.9\" width=\"9.8\" height=\"10.1\" class=\"pp-bar\"><title>1333BJ26F00182017 — $258k — Department of Commerce — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-09-12</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (41 awards, obligated)</text></svg>",
      "published_date": "2026-09-17",
      "url": "/collibra/",
      "changelog": [
        {
          "date": "2026-09-16",
          "note": "Initial publication: 41 awards, $27,509–$4,898,086."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "sap-hana",
      "product_name": "SAP HANA",
      "vendor": "SAP SE",
      "list_price": null,
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        {
          "award_id": "70B04C20F00001189",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2020-09-16",
          "end_date": "2023-09-15",
          "amount": 3357678.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C20F00001189_7014_GS35F0119Y_4732"
        },
        {
          "award_id": "140D0421F0069",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Interior",
          "sub_agency": "Departmental Offices",
          "action_date": "2020-12-21",
          "end_date": "2024-12-20",
          "amount": 4311685.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_140D0421F0069_1406_GS35F0119Y_4732"
        },
        {
          "award_id": "19AQMM21F1129",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2021-03-23",
          "end_date": "2022-03-31",
          "amount": 292916.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA SOFTWARE SECURE ENTERPRISE MAINTENANCE AND SUPPORT",
          "psc_code": "7C21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM21F1129_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "2032H521F00975",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2021-09-30",
          "end_date": "2027-03-29",
          "amount": 41479003.81,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP HANA",
          "psc_code": "7B21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H521F00975_2050_NNG15SD26B_8000"
        },
        {
          "award_id": "19AQMM22F0055",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2021-11-08",
          "end_date": "2022-10-31",
          "amount": 30191.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA HARDWARE MAINTENANCE IN THE AMOUNT OF $30,191.26.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM22F0055_1900_NNG15SC71B_8000"
        },
        {
          "award_id": "15UC0C22P00001149",
          "recipient": "KENT KILGUS CONSULTING LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Justice",
          "sub_agency": "Federal Prison Industries / Unicor",
          "action_date": "2022-03-02",
          "end_date": "2022-04-30",
          "amount": 30000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP HANA IMPL SUPP",
          "psc_code": "R703",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C22P00001149_1542_-NONE-_-NONE-"
        },
        {
          "award_id": "2032H522F00362",
          "recipient": "REDHAWK IT SOLUTIONS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2022-07-01",
          "end_date": "2023-06-30",
          "amount": 571461.08,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ADDITIONAL SAP HANA LICENSES TO SUPPLEMENT THE CURRENT LICENSE ALREADY INTEGRATED INTO THE CDW ENVIRONMENT",
          "psc_code": "7B21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H522F00362_2050_NNG15SD38B_8000"
        },
        {
          "award_id": "12314422F0509",
          "recipient": "REDHAWK IT SOLUTIONS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Agriculture",
          "sub_agency": "Office of the Chief Financial Officer",
          "action_date": "2022-08-01",
          "end_date": "2023-07-31",
          "amount": 639522.79,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP S/4HANA CONTRACT, LEASE AND REAL ESTATE MANAGEMENT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12314422F0509_1205_NNG15SD38B_8000"
        },
        {
          "award_id": "N3904022F0222",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2022-09-30",
          "end_date": "2022-09-30",
          "amount": 2135705.83,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SAP HANA PLATFORM ST NAVSEA NFS SHIPYARD",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N3904022F0222_9700_N6600119A0010_9700"
        },
        {
          "award_id": "19AQMM22F3767",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2022-09-30",
          "end_date": "2023-09-29",
          "amount": 39349.97,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "2023 SAP HANA SECURE ENTERPRISE SUPPORT SES",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM22F3767_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "19AQMM23F0068",
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          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2022-11-01",
          "end_date": "2023-04-30",
          "amount": 14831.34,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA HARDWARE MAINTENANCE IN THE AMOUNT OF $14,831.34.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM23F0068_1900_NNG15SC71B_8000"
        },
        {
          "award_id": "N3904023F0037",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2023-02-15",
          "end_date": "2023-11-01",
          "amount": 1670567.62,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP S/4HANA ENTERPRISE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N3904023F0037_9700_N6600119A0010_9700"
        },
        {
          "award_id": "15UC0C23F00001245",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Justice",
          "sub_agency": "Federal Prison Industries / Unicor",
          "action_date": "2023-03-31",
          "end_date": "2024-04-30",
          "amount": 169360.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA ACCOUNTING MAINTENANCE SUPPORT",
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          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C23F00001245_1542_15UC0C22D00001373_1542"
        },
        {
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          "sub_agency": "Department of the Army",
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          "amount": 140400.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS IS TO PROCURE SAP HANA ENTERPRISE LICENSES TO SUPPORT INVENTORY MANAGEMENT.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W15QKN23PV041_9700_-NONE-_-NONE-"
        },
        {
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          "match_method": "description",
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          "sub_agency": "Department of the Army",
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          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP HANA ENTERPRISE EDITION",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91CRB24F0074_9700_N6600119A0010_9700"
        },
        {
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          "amount": 159400.0,
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          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
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          "psc_code": "R703",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C24F00001290_1542_15UC0C22D00001373_1542"
        },
        {
          "award_id": "140D0424F0429",
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          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Interior",
          "sub_agency": "Departmental Offices",
          "action_date": "2024-04-01",
          "end_date": "2027-03-31",
          "amount": 17283367.54,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE",
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          "source_url": "https://www.usaspending.gov/award/CONT_AWD_140D0424F0429_1406_NNG15SD38B_8000"
        },
        {
          "award_id": "75P00124F80070",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Administration",
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          "end_date": "2025-09-29",
          "amount": 131608.74,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "INFORMATICA POWEREXCHANGE AND INFORMATICA POWEREXCHANGE FOR SAP HANA (INFORMATICA) LICENSE SUBSCRIPTION AND SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75P00124F80070_7570_NNG15SD23B_8000"
        },
        {
          "award_id": "SP470124F0160",
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          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Defense Logistics Agency",
          "action_date": "2024-05-15",
          "end_date": "2024-12-14",
          "amount": 176577.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "WAREHOUSE MANAGEMENT SYSTEM TASK ORDER - WMS SAP HANA XSA SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_SP470124F0160_9700_SP470123A0005_9700"
        },
        {
          "award_id": "N3904024F0048",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2024-06-01",
          "end_date": "2024-06-01",
          "amount": 266354.38,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "SAP HANA RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N3904024F0048_9700_N6600119A0010_9700"
        },
        {
          "award_id": "19AQMM24F2191",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2024-09-30",
          "end_date": "2025-09-29",
          "amount": 146271.43,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "SAP HANA RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM24F2191_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "19AQMM25F0604",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2025-03-16",
          "end_date": "2026-03-15",
          "amount": 2071325.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP HANA",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM25F0604_1900_NNG15SC92B_8000"
        },
        {
          "award_id": "15UC0C25F00000972",
          "recipient": "KENT KILGUS CONSULTING LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Justice",
          "sub_agency": "Federal Prison Industries / Unicor",
          "action_date": "2025-04-14",
          "end_date": "2026-04-13",
          "amount": 159400.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP/HANA ACCOUNTING MAINTENANCE AND SUPPORT",
          "psc_code": "R703",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C25F00000972_1542_15UC0C22D00001373_1542"
        },
        {
          "award_id": "80NSSC25FA388",
          "recipient": "CTG FEDERAL, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2025-06-01",
          "end_date": "2026-07-31",
          "amount": 64199.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FY25 SAP HANA MAINT EXTENSION (SUSE SW)",
          "psc_code": "DE11",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC25FA388_8000_NNG15SD12B_8000"
        },
        {
          "award_id": "80NSSC25FA384",
          "recipient": "CTG FEDERAL, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2025-07-04",
          "end_date": "2026-07-30",
          "amount": 54318.16,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FY25 SAP HANA MAINT EXTENSION - DELL HARDWARE MAINTENANCE",
          "psc_code": "DE11",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC25FA384_8000_NNG15SD12B_8000"
        },
        {
          "award_id": "19AQMM25F1422",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2025-09-30",
          "end_date": "2026-09-29",
          "amount": 108767.18,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "SAP HANA RENEWAL 2025",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM25F1422_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "12314425F0384",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Agriculture",
          "sub_agency": "Office of the Chief Financial Officer",
          "action_date": "2025-09-30",
          "end_date": "2026-07-07",
          "amount": 2519337.98,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12314425F0384_1205_12314424G0013_1205"
        },
        {
          "award_id": "N0003926FE002",
          "recipient": "SAP NATIONAL SECURITY SERVICES INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-12-30",
          "end_date": "2026-12-30",
          "amount": 20609580.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "NAVY ERP+ SAP S/4HANA",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0003926FE002_9700_W519TC25DA011_9700"
        },
        {
          "award_id": "W519TC26FA085",
          "recipient": "SAP NATIONAL SECURITY SERVICES INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2026-01-01",
          "end_date": "2026-12-31",
          "amount": 11713166.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE PROCUREMENT OF SAP NS2S S/4HANA CLOUD PRIVATE EDITION (ED) (MARKETED AS REALIZE, INNOVATE, SUSTAIN, AND ENHANCE (RISE)) AND MULTI-TENANT CLOUD HOSTING, SOFTWARE LICENSES, SERVICES AND MAINTENANCE",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC26FA085_9700_W519TC25DA011_9700"
        },
        {
          "award_id": "15UC0C26P00000952",
          "recipient": "SIGMA BUSINESS SOLUTIONS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Justice",
          "sub_agency": "Federal Prison Industries / Unicor",
          "action_date": "2026-03-01",
          "end_date": "2027-02-28",
          "amount": 69027.46,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA MAINTENANCE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C26P00000952_1542_-NONE-_-NONE-"
        },
        {
          "award_id": "15UC0C26F00001082",
          "recipient": "KENT KILGUS CONSULTING LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Justice",
          "sub_agency": "Federal Prison Industries / Unicor",
          "action_date": "2026-04-14",
          "end_date": "2026-09-30",
          "amount": 79700.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA FMB ACCOUNTING MAINTENANCE AND SUPPORT",
          "psc_code": "R703",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C26F00001082_1542_15UC0C22D00001373_1542"
        },
        {
          "award_id": "19AQMM26F1147",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 2212673.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "SAP HANA HARDWARE REFRESH",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM26F1147_1900_NNG15SD19B_8000"
        },
        {
          "award_id": "19AQMM26F0116",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 115387.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "SAP HANA RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM26F0116_1900_NNG15SD74B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "75P00124F80070",
          "excerpt": "INFORMATICA POWEREXCHANGE AND INFORMATICA POWEREXCHANGE FOR SAP HANA (INFORMATICA) LICENSE SUBSCRIPTION AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00124F80070",
          "excerpt": "INFORMATICA POWEREXCHANGE AND INFORMATICA POWEREXCHANGE FOR SAP HANA (INFORMATICA) LICENSE SUBSCRIPTION AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75P00124F80070",
          "excerpt": "INFORMATICA POWEREXCHANGE AND INFORMATICA POWEREXCHANGE FOR SAP HANA (INFORMATICA) LICENSE SUBSCRIPTION AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "140D0424F0429",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "140D0424F0429",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "140D0421F0069",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "140D0421F0069",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C20F00001189",
          "excerpt": "SAP HANA MAINTENANCE"
        },
        {
          "pattern": "integration",
          "award_id": "2032H522F00362",
          "excerpt": "ADDITIONAL SAP HANA LICENSES TO SUPPLEMENT THE CURRENT LICENSE ALREADY INTEGRATED INTO THE CDW ENVIRONMENT"
        },
        {
          "pattern": "licences",
          "award_id": "2032H522F00362",
          "excerpt": "ADDITIONAL SAP HANA LICENSES TO SUPPLEMENT THE CURRENT LICENSE ALREADY INTEGRATED INTO THE CDW ENVIRONMENT"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM21F1129",
          "excerpt": "SAP HANA SOFTWARE SECURE ENTERPRISE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM21F1129",
          "excerpt": "SAP HANA SOFTWARE SECURE ENTERPRISE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "N3904024F0048",
          "excerpt": "SAP HANA RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "SP470124F0160",
          "excerpt": "WAREHOUSE MANAGEMENT SYSTEM TASK ORDER - WMS SAP HANA XSA SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "15UC0C23F00001245",
          "excerpt": "SAP HANA ACCOUNTING MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C23F00001245",
          "excerpt": "SAP HANA ACCOUNTING MAINTENANCE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "15UC0C25F00000972",
          "excerpt": "SAP/HANA ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C25F00000972",
          "excerpt": "SAP/HANA ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C24F00001290",
          "excerpt": "SAP HANA ACCOUNTING MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM24F2191",
          "excerpt": "SAP HANA RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN23PV041",
          "excerpt": "THIS IS TO PROCURE SAP HANA ENTERPRISE LICENSES TO SUPPORT INVENTORY MANAGEMENT."
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN23PV041",
          "excerpt": "THIS IS TO PROCURE SAP HANA ENTERPRISE LICENSES TO SUPPORT INVENTORY MANAGEMENT."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM26F0116",
          "excerpt": "SAP HANA RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM25F1422",
          "excerpt": "SAP HANA RENEWAL 2025"
        },
        {
          "pattern": "support",
          "award_id": "15UC0C26F00001082",
          "excerpt": "SAP HANA FMB ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C26F00001082",
          "excerpt": "SAP HANA FMB ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C26P00000952",
          "excerpt": "SAP HANA MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA384",
          "excerpt": "FY25 SAP HANA MAINT EXTENSION - DELL HARDWARE MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22F3767",
          "excerpt": "2023 SAP HANA SECURE ENTERPRISE SUPPORT SES"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22F0055",
          "excerpt": "SAP HANA HARDWARE MAINTENANCE IN THE AMOUNT OF $30,191.26."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM23F0068",
          "excerpt": "SAP HANA HARDWARE MAINTENANCE IN THE AMOUNT OF $14,831.34."
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC26FA085",
          "excerpt": "THE PROCUREMENT OF SAP NS2S S/4HANA CLOUD PRIVATE EDITION (ED) (MARKETED AS REALIZE, INNOVATE, SUSTAIN, AND ENHANCE (RISE)) AND MULTI-TENANT CLOUD HOSTING, SOFTWARE LICENSES, SERVICES AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "W519TC26FA085",
          "excerpt": "THE PROCUREMENT OF SAP NS2S S/4HANA CLOUD PRIVATE EDITION (ED) (MARKETED AS REALIZE, INNOVATE, SUSTAIN, AND ENHANCE (RISE)) AND MULTI-TENANT CLOUD HOSTING, SOFTWARE LICENSES, SERVICES AND MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "12314425F0384",
          "excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "12314425F0384",
          "excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "12314425F0384",
          "excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 11,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 11,
        "low": 108767.18,
        "p25": 143335.71,
        "median": 571461.08,
        "p75": 3415511.49,
        "high": 17283367.54,
        "from": "2020-09-16",
        "to": "2026-09-30"
      },
      "clean_count": 11,
      "scope_counts": {
        "bundle": 1,
        "unknown": 7,
        "license": 7,
        "support": 13,
        "services": 1,
        "renewal": 4
      },
      "observed_low": 108767.18,
      "observed_high": 17283367.54,
      "observed_median": 571461.08,
      "observed_total": 39311903.839999996,
      "award_count": 33,
      "agency_count": 9,
      "date_range": {
        "from": "2020-09-16",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "SAP HANA",
      "slug": "sap-hana",
      "prose": {
        "answer_lead": "Public agencies have awarded 33 contracts naming SAP HANA, from $108,767 to $17,283,368, each traced to a USAspending record. 11 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "SAP HANA appears in 33 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $14,831 to $17,283,368, the largest being $17,283,368 to Department of the Interior in 2024. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "Are there additional costs beyond the initial license for SAP HANA?",
            "answer": "Contract records indicate additional costs for support and maintenance. For instance, the Department of Homeland Security had an award for SAP HANA maintenance for $3,357,678.95.",
            "award_ids": [
              "70B04C20F00001189",
              "19AQMM21F1129",
              "19AQMM22F3767"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 11 license and renewal awards.",
            "The Department of State had an award for $30,191.26, followed by another for $14,831.34.",
            "Based on 11 awards, the median award amount for these types of contracts is $571,461.08.",
            "empty_faq_answer: What is the typical cost range for SAP HANA licenses and renewals?",
            "The Department of the Interior had an award for SAP Business Suite 4 SAP HANA software license and maintenance.",
            "The Department of the Treasury had an award for additional SAP HANA licenses.",
            "The Department of Defense also had an award for SAP HANA enterprise licenses.",
            "empty_faq_answer: What are some examples of SAP HANA license awards?"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for SAP HANA with amounts ranging from",
            "US public agencies have awarded contracts for SAP HANA with amounts ranging from",
            "Buyers should note that maintenance and support costs are recurring. For example",
            "The Department of State had a SAP HANA hardware maintenance award for $30,191.26",
            "Based on 11 licence and renewal awards, the typical contract totals for SAP HANA",
            "Based on 11 licence and renewal awards, the median award amount for these types ",
            "Yes, contract records indicate additional costs for support and maintenance. For",
            "The Department of the Interior had an award for SAP Business Suite 4 SAP HANA so",
            "The Department of the Interior had an award for SAP Business Suite 4 SAP HANA so"
          ],
          "faq_in": 3,
          "faq_dropped": 2,
          "faq_kept": 1,
          "renewal_fallback_used": true,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 33 public contract awards from 9 awarding agencies.",
          "The figures below are computed from 11 licence and renewal awards; the other 22 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.3, and the highest is 158.9 times the lowest.",
          "9 of 33 awards (27%) come from Department of State.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 8 awards (24%).",
          "The records span 2020-09-16 to 2026-09-30."
        ],
        "numbers": [
          27,
          24,
          158.9,
          5.3,
          9,
          9,
          8,
          11,
          22
        ],
        "basis_sentence": "The figures below are computed from 11 licence and renewal awards; the other 22 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 1,
          "unknown": 7,
          "license": 7,
          "support": 13,
          "services": 1,
          "renewal": 4
        },
        "agency_names": [
          "Department of State",
          "Department of Defense",
          "Department of Justice",
          "Department of the Interior",
          "Department of the Treasury",
          "Department of Agriculture",
          "National Aeronautics and Space Administration",
          "Department of Homeland Security",
          "Department of Health and Human Services"
        ],
        "agency_counts": {
          "Department of Homeland Security": 1,
          "Department of the Interior": 2,
          "Department of State": 9,
          "Department of the Treasury": 2,
          "Department of Justice": 6,
          "Department of Agriculture": 2,
          "Department of Defense": 8,
          "Department of Health and Human Services": 1,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "CARAHSOFT TECHNOLOGY CORP": 8,
          "SOFTWARE INFORMATION RESOURCE CORP.": 5,
          "THUNDERCAT TECHNOLOGY, LLC": 2,
          "FCN, INC.": 2,
          "KENT KILGUS CONSULTING LLC": 5,
          "REDHAWK IT SOLUTIONS, LLC": 3,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "C5MI INSIGHT LLC": 1,
          "CTG FEDERAL, LLC": 2,
          "SAP NATIONAL SECURITY SERVICES INC": 2,
          "SIGMA BUSINESS SOLUTIONS INC": 1,
          "ALVAREZ LLC": 1
        },
        "top_agency": "Department of State",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 158.9
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for SAP HANA\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$20.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$41.5M</text><line x1=\"56\" y1=\"213.4\" x2=\"704\" y2=\"213.4\" class=\"pp-median\"/><text x=\"704\" y=\"207.4\" class=\"pp-median-label\" text-anchor=\"end\">median $571k</text><rect x=\"59.7\" y=\"200.5\" width=\"12.2\" height=\"15.5\" class=\"pp-bar\"><title>70B04C20F00001189 — $3.4M — Department of Homeland Security — 2020-09-16</title></rect><rect x=\"79.4\" y=\"196.0\" width=\"12.2\" height=\"20.0\" class=\"pp-bar\"><title>140D0421F0069 — $4.3M — Department of the Interior — 2020-12-21</title></rect><rect x=\"99.0\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM21F1129 — $293k — Department of State — 2021-03-23</title></rect><rect x=\"118.6\" y=\"24.0\" width=\"12.2\" height=\"192.0\" class=\"pp-bar\"><title>2032H521F00975 — $41.5M — Department of the Treasury — 2021-09-30</title></rect><rect x=\"138.3\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F0055 — $30k — Department of State — 2021-11-08</title></rect><rect x=\"157.9\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C22P00001149 — $30k — Department of Justice — 2022-03-02</title></rect><rect x=\"177.5\" y=\"213.4\" width=\"12.2\" height=\"2.6\" class=\"pp-bar\"><title>2032H522F00362 — $571k — Department of the Treasury — 2022-07-01</title></rect><rect x=\"197.2\" y=\"213.0\" width=\"12.2\" height=\"3.0\" class=\"pp-bar\"><title>12314422F0509 — $640k — Department of Agriculture — 2022-08-01</title></rect><rect x=\"216.8\" y=\"206.1\" width=\"12.2\" height=\"9.9\" class=\"pp-bar\"><title>N3904022F0222 — $2.1M — Department of Defense — 2022-09-30</title></rect><rect x=\"236.5\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F3767 — $39k — Department of State — 2022-09-30</title></rect><rect x=\"256.1\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F0068 — $15k — Department of State — 2022-11-01</title></rect><rect x=\"275.7\" y=\"208.3\" width=\"12.2\" height=\"7.7\" class=\"pp-bar\"><title>N3904023F0037 — $1.7M — Department of Defense — 2023-02-15</title></rect><rect x=\"295.4\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C23F00001245 — $169k — Department of Justice — 2023-03-31</title></rect><rect x=\"315.0\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN23PV041 — $140k — Department of Defense — 2023-10-19</title></rect><rect x=\"334.6\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB24F0074 — $140k — Department of Defense — 2024-02-15</title></rect><rect x=\"354.3\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C24F00001290 — $159k — Department of Justice — 2024-03-21</title></rect><rect x=\"373.9\" y=\"136.0\" width=\"12.2\" height=\"80.0\" class=\"pp-bar\"><title>140D0424F0429 — $17.3M — Department of the Interior — 2024-04-01</title></rect><rect x=\"393.5\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>75P00124F80070 — $132k — Department of Health and Human Services — 2024-05-12</title></rect><rect x=\"413.2\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>SP470124F0160 — $177k — Department of Defense — 2024-05-15</title></rect><rect x=\"432.8\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>N3904024F0048 — $266k — Department of Defense — 2024-06-01</title></rect><rect x=\"452.5\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24F2191 — $146k — Department of State — 2024-09-30</title></rect><rect x=\"472.1\" y=\"206.4\" width=\"12.2\" height=\"9.6\" class=\"pp-bar\"><title>19AQMM25F0604 — $2.1M — Department of State — 2025-03-16</title></rect><rect x=\"491.7\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C25F00000972 — $159k — Department of Justice — 2025-04-14</title></rect><rect x=\"511.4\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA388 — $64k — National Aeronautics and Space Administration — 2025-06-01</title></rect><rect x=\"531.0\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA384 — $54k — National Aeronautics and Space Administration — 2025-07-04</title></rect><rect x=\"550.6\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25F1422 — $109k — Department of State — 2025-09-30</title></rect><rect x=\"570.3\" y=\"204.3\" width=\"12.2\" height=\"11.7\" class=\"pp-bar\"><title>12314425F0384 — $2.5M — Department of Agriculture — 2025-09-30</title></rect><rect x=\"589.9\" y=\"120.6\" width=\"12.2\" height=\"95.4\" class=\"pp-bar\"><title>N0003926FE002 — $20.6M — Department of Defense — 2025-12-30</title></rect><rect x=\"609.5\" y=\"161.8\" width=\"12.2\" height=\"54.2\" class=\"pp-bar\"><title>W519TC26FA085 — $11.7M — Department of Defense — 2026-01-01</title></rect><rect x=\"629.2\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C26P00000952 — $69k — Department of Justice — 2026-03-01</title></rect><rect x=\"648.8\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C26F00001082 — $80k — Department of Justice — 2026-04-14</title></rect><rect x=\"668.5\" y=\"205.8\" width=\"12.2\" height=\"10.2\" class=\"pp-bar\"><title>19AQMM26F1147 — $2.2M — Department of State — 2026-09-30</title></rect><rect x=\"688.1\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM26F0116 — $115k — Department of State — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2020-09-16</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (33 awards, obligated)</text></svg>",
      "published_date": "2026-09-15",
      "url": "/sap-hana/",
      "changelog": [
        {
          "date": "2026-09-15",
          "note": "Initial publication: 33 awards, $14,831–$41,479,004."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $41,479,004 -> $17,283,368; lowest observed $14,831 -> $108,767"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "talend",
      "product_name": "Talend",
      "vendor": "Qlik",
      "list_price": null,
      "awards": [
        {
          "award_id": "FCC17G0075",
          "recipient": "TECHNICA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2017-08-01",
          "end_date": "2018-07-31",
          "amount": 75263.16,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "TALEND DATA MNGT PLATFORM (FORMERLY INFORMATICA)",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FCC17G0075_2700_NNG15SE12B_8000"
        },
        {
          "award_id": "273FCC18F0099",
          "recipient": "TECHNICA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2018-08-01",
          "end_date": "2023-07-31",
          "amount": 431379.7,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TALEND",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_273FCC18F0099_2700_NNG15SE12B_8000"
        },
        {
          "award_id": "1605TB21F00071",
          "recipient": "STERLING COMPUTERS CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Labor",
          "sub_agency": "Office of the Assistant Secretary for Administration and Management",
          "action_date": "2021-05-07",
          "end_date": "2024-05-02",
          "amount": 97490.64,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA).",
          "psc_code": "DF10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1605TB21F00071_1605_NNG15SC89B_8000"
        },
        {
          "award_id": "697DCK22F00075",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2021-11-15",
          "end_date": "2024-10-21",
          "amount": 49005.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND DATA MANAGEMENT LICENSES REQUIRED TO SUPPORT AERONAUTICAL INFORMATION MODERNIZATION MANAGEMENT (AIMM) CONSUMER TESTBED VIRTUAL INFRASTRUCTURE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F00075_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "HT001522F0039",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2022-02-23",
          "end_date": "2022-03-31",
          "amount": 869074.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TALEND SUPPORT MAINTENANCE RENEWAL.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001522F0039_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "FA440722F0076",
          "recipient": "ACCESSAGILITY LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-05-25",
          "end_date": "2023-04-29",
          "amount": 107640.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "IT ONE YEAR TALEND",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440722F0076_9700_NNG15SC23B_8000"
        },
        {
          "award_id": "697DCK22F01638",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-08-30",
          "end_date": "2023-10-31",
          "amount": 50787.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND DATA MANAGEMENT LICENSES ARE REQUIRED TO SUPPORT THE AIMM CONSUMER TESTBED VIRTUAL INFRASTRUCTURE.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01638_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "75N92022F00240",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2022-09-13",
          "end_date": "2023-09-29",
          "amount": 111241.91,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SD0676 ENTERPRISE TECHNOLOGY SOLUTIONS, INC.: TALEND DATA SERVICES ON- PREMISE PLATFORM. START DATE 9/30/2022 END DATE 9/29/2023",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N92022F00240_7529_NNG15SD76B_8000"
        },
        {
          "award_id": "HT001523F0044",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2023-03-21",
          "end_date": "2024-03-31",
          "amount": 972175.59,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001523F0044_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "FA440723F0063",
          "recipient": "TECHNICA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-04-30",
          "end_date": "2024-04-29",
          "amount": 121862.76,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TALEND SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440723F0063_9700_NNG15SE12B_8000"
        },
        {
          "award_id": "36C10B23F0155",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2023-07-19",
          "end_date": "2026-07-18",
          "amount": 1829119.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B23F0155_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "HT001524F0024",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2024-03-26",
          "end_date": "2025-03-30",
          "amount": 944470.85,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001524F0024_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "W519TC24F0361",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2024-08-02",
          "end_date": "2025-08-01",
          "amount": 145203.57,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INFRASTRUCTURE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC24F0361_9700_W52P1J20D0061_9700"
        },
        {
          "award_id": "HT001525F0018",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2025-03-28",
          "end_date": "2026-03-31",
          "amount": 994713.41,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001525F0018_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "W519TC25F0324",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2025-07-24",
          "end_date": "2026-08-01",
          "amount": 145977.21,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PL ALTESS REQUIRES A BRAND NAME TALEND DATA SERVICES ON-PREMISE PLATFORM SOFTWARE SYSTEM WITH PLATINUM SUPPORT CONSISTING OF LICENSES AND SUPPORT COVERAGE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC25F0324_9700_W52P1J20D0061_9700"
        },
        {
          "award_id": "80NSSC25FA967",
          "recipient": "PARAGON MICRO INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2025-09-16",
          "end_date": "2026-09-15",
          "amount": 28095.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TALEND DATA INTEGRATION FY25 (BASE YR) PLUS (2) OPTION YRS",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC25FA967_8000_NNG15SD91B_8000"
        },
        {
          "award_id": "N0018925FZ719",
          "recipient": "GOVSMART, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-09-30",
          "end_date": "2025-09-30",
          "amount": 125286.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "QLIK TALEND SOFTWARE LICENSE",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018925FZ719_9700_NNG15SD11B_8000"
        },
        {
          "award_id": "697DCK26F00092",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-12-22",
          "end_date": "2026-12-31",
          "amount": 433808.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "ITAR-25-0014 SLI # - 57396 SOFTWARE - RENEWAL QLIK/TALEND PLATFORM SLI LOCATOR - EIM PLATFORM PRODUCTION LICENSES - MULESOFT",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00092_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "HT001526FE017",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2026-03-31",
          "end_date": "2027-03-30",
          "amount": 1258047.36,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001526FE017_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "N0018926FL272",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2026-06-30",
          "end_date": "2027-06-29",
          "amount": 247689.7,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 24768.97,
            "unit": "subscription",
            "quantity": 10.0,
            "basis": "$247,689.70 ÷ 10 subscriptions = $24,768.97 per subscription"
          },
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "10 TALEND DATA CATALOG SUBSCRIPTIONS",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018926FL272_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "80NSSC26P1386",
          "recipient": "OFFICE REMEDIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2026-09-22",
          "end_date": "2028-03-21",
          "amount": 55440.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC26P1386_8000_-NONE-_-NONE-"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00092",
          "excerpt": "ITAR-25-0014  SLI # - 57396  SOFTWARE - RENEWAL QLIK/TALEND PLATFORM  SLI LOCATOR - EIM PLATFORM PRODUCTION LICENSES - MULESOFT"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK26F00092",
          "excerpt": "ITAR-25-0014  SLI # - 57396  SOFTWARE - RENEWAL QLIK/TALEND PLATFORM  SLI LOCATOR - EIM PLATFORM PRODUCTION LICENSES - MULESOFT"
        },
        {
          "pattern": "licences",
          "award_id": "N0018925FZ719",
          "excerpt": "QLIK TALEND SOFTWARE LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "36C10B23F0155",
          "excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING"
        },
        {
          "pattern": "support",
          "award_id": "36C10B23F0155",
          "excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0155",
          "excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING"
        },
        {
          "pattern": "support",
          "award_id": "HT001522F0039",
          "excerpt": "TALEND SUPPORT MAINTENANCE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "HT001522F0039",
          "excerpt": "TALEND SUPPORT MAINTENANCE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "N0018926FL272",
          "excerpt": "10 TALEND DATA CATALOG SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "N0018926FL272",
          "excerpt": "10 TALEND DATA CATALOG SUBSCRIPTIONS"
        },
        {
          "pattern": "support",
          "award_id": "W519TC25F0324",
          "excerpt": "PL ALTESS REQUIRES A BRAND NAME TALEND DATA SERVICES ON-PREMISE PLATFORM SOFTWARE SYSTEM WITH PLATINUM SUPPORT CONSISTING OF LICENSES AND SUPPORT COVERAGE."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC25F0324",
          "excerpt": "PL ALTESS REQUIRES A BRAND NAME TALEND DATA SERVICES ON-PREMISE PLATFORM SOFTWARE SYSTEM WITH PLATINUM SUPPORT CONSISTING OF LICENSES AND SUPPORT COVERAGE."
        },
        {
          "pattern": "support",
          "award_id": "W519TC24F0361",
          "excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INF"
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC24F0361",
          "excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INF"
        },
        {
          "pattern": "integration",
          "award_id": "W519TC24F0361",
          "excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INF"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440723F0063",
          "excerpt": "TALEND SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "renewal",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "integration",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "licences",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC26P1386",
          "excerpt": "TALEND LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F01638",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES ARE REQUIRED TO SUPPORT THE AIMM CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F01638",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES ARE REQUIRED TO SUPPORT THE AIMM CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F00075",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES REQUIRED TO SUPPORT AERONAUTICAL INFORMATION MODERNIZATION MANAGEMENT (AIMM) CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F00075",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES REQUIRED TO SUPPORT AERONAUTICAL INFORMATION MODERNIZATION MANAGEMENT (AIMM) CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "integration",
          "award_id": "80NSSC25FA967",
          "excerpt": "TALEND DATA INTEGRATION FY25 (BASE YR) PLUS (2) OPTION YRS"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 15,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 15,
        "low": 49005.0,
        "p25": 104366.27,
        "median": 145977.21,
        "p75": 958323.22,
        "high": 1829119.04,
        "from": "2017-08-01",
        "to": "2026-09-22"
      },
      "clean_count": 15,
      "scope_counts": {
        "bundle": 3,
        "license": 12,
        "renewal": 3,
        "unknown": 2,
        "services": 1
      },
      "observed_low": 49005.0,
      "observed_high": 1829119.04,
      "observed_median": 145977.21,
      "observed_total": 7892298.48,
      "award_count": 21,
      "agency_count": 7,
      "date_range": {
        "from": "2017-08-01",
        "to": "2026-09-22"
      },
      "last_verified": "2026-10-05",
      "name": "Talend",
      "slug": "talend",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Talend from Qlik ranging from a low of $49,005 to a high of $1,829,119.04. The total observed spending across 21 awards is $7,892,298.48.",
        "renewal_watch": "A 'TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL' was awarded for $145,203.57.",
        "faq": [
          {
            "question": "What is the typical cost for Talend software licenses and renewals?",
            "answer": "The median award amount for Talend software is $145,977.21. The lowest observed award for a licence was $49,005 and the highest was $1,829,119.04.",
            "award_ids": [
              "FCC17G0075",
              "1605TB21F00071",
              "697DCK22F00075",
              "HT001522F0039",
              "697DCK22F01638",
              "75N92022F00240",
              "HT001523F0044",
              "FA440723F0063",
              "36C10B23F0155",
              "HT001524F0024",
              "W519TC24F0361",
              "HT001525F0018",
              "W519TC25F0324",
              "N0018925FZ719",
              "697DCK26F00092",
              "HT001526FE017",
              "N0018926FL272",
              "80NSSC26P1386"
            ]
          },
          {
            "question": "Are there additional costs beyond the core software license for Talend?",
            "answer": "Contract records indicate additional costs can include support, maintenance, and training. For example, one award for $1,829,119.04 included software licenses, support, and training. A renewal award for $869,074.44 was for support maintenance renewal.",
            "award_ids": [
              "36C10B23F0155",
              "1605TB21F00071",
              "HT001522F0039",
              "W519TC24F0361",
              "W519TC25F0324"
            ]
          },
          {
            "question": "What is the range of contract values for Talend software?",
            "answer": "Public agencies have awarded contracts for Talend software ranging from $49,005 to $1,829,119.04. The total observed spending across all 21 awards is $7,892,298.48.",
            "award_ids": [
              "FCC17G0075",
              "273FCC18F0099",
              "1605TB21F00071",
              "697DCK22F00075",
              "HT001522F0039",
              "FA440722F0076",
              "697DCK22F01638",
              "75N92022F00240",
              "HT001523F0044",
              "FA440723F0063",
              "36C10B23F0155",
              "HT001524F0024",
              "W519TC24F0361",
              "HT001525F0018",
              "W519TC25F0324",
              "80NSSC25FA967",
              "N0018925FZ719",
              "697DCK26F00092",
              "HT001526FE017",
              "N0018926FL272",
              "80NSSC26P1386"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded contracts for Talend from Qlik ranging from a lo",
            "Buyers should note that renewal costs for Talend software can vary significantly",
            "One Department of Defense renewal award was for $869,074.44. Another award for a",
            "Based on 15 observed licence and renewal awards, the typical contract total for ",
            "Yes, contract records indicate additional costs can include support, maintenance",
            "Contract records indicate additional costs can include support, maintenance, and",
            "Public agencies have awarded contracts for Talend software ranging from $49,005 "
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 21 public contract awards from 7 awarding agencies.",
          "The figures below are computed from 15 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 3.0, and the highest is 37.3 times the lowest.",
          "11 of 21 awards (52%) come from Department of Defense.",
          "The most frequent recipient across these awards is TECHNICA CORPORATION, on 3 awards (14%).",
          "The records span 2017-08-01 to 2026-09-22."
        ],
        "numbers": [
          52,
          14,
          37.3,
          3.0,
          7,
          11,
          3,
          15,
          6
        ],
        "basis_sentence": "The figures below are computed from 15 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 3,
          "license": 12,
          "renewal": 3,
          "unknown": 2,
          "services": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Transportation",
          "Federal Communications Commission",
          "National Aeronautics and Space Administration",
          "Department of Labor",
          "Department of Health and Human Services",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Federal Communications Commission": 2,
          "Department of Labor": 1,
          "Department of Transportation": 3,
          "Department of Defense": 11,
          "Department of Health and Human Services": 1,
          "Department of Veterans Affairs": 1,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "TECHNICA CORPORATION": 3,
          "STERLING COMPUTERS CORPORATION": 1,
          "MICROTECHNOLOGIES LLC": 2,
          "CMA TECHNOLOGY INC": 3,
          "ACCESSAGILITY LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "ARCHITECHTURE SOLUTIONS LLC": 1,
          "NEW TECH SOLUTIONS, INC.": 2,
          "AUGUST SCHELL ENTERPRISES, INC.": 3,
          "PARAGON MICRO INC": 1,
          "GOVSMART, INC.": 1,
          "CDW GOVERNMENT LLC": 1,
          "OFFICE REMEDIES, INC.": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "TECHNICA CORPORATION",
        "spread_ratio": 37.3
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Talend\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$915k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.8M</text><line x1=\"56\" y1=\"200.7\" x2=\"704\" y2=\"200.7\" class=\"pp-median\"/><text x=\"704\" y=\"194.7\" class=\"pp-median-label\" text-anchor=\"end\">median $146k</text><rect x=\"61.9\" y=\"208.1\" width=\"19.1\" height=\"7.9\" class=\"pp-bar\"><title>FCC17G0075 — $75k — Federal Communications Commission — 2017-08-01</title></rect><rect x=\"92.7\" y=\"170.7\" width=\"19.1\" height=\"45.3\" class=\"pp-bar\"><title>273FCC18F0099 — $431k — Federal Communications Commission — 2018-08-01</title></rect><rect x=\"123.6\" y=\"205.8\" width=\"19.1\" height=\"10.2\" class=\"pp-bar\"><title>1605TB21F00071 — $97k — Department of Labor — 2021-05-07</title></rect><rect x=\"154.4\" y=\"210.9\" width=\"19.1\" height=\"5.1\" class=\"pp-bar\"><title>697DCK22F00075 — $49k — Department of Transportation — 2021-11-15</title></rect><rect x=\"185.3\" y=\"124.8\" width=\"19.1\" height=\"91.2\" class=\"pp-bar\"><title>HT001522F0039 — $869k — Department of Defense — 2022-02-23</title></rect><rect x=\"216.1\" y=\"204.7\" width=\"19.1\" height=\"11.3\" class=\"pp-bar\"><title>FA440722F0076 — $108k — Department of Defense — 2022-05-25</title></rect><rect x=\"247.0\" y=\"210.7\" width=\"19.1\" height=\"5.3\" class=\"pp-bar\"><title>697DCK22F01638 — $51k — Department of Transportation — 2022-08-30</title></rect><rect x=\"277.9\" y=\"204.3\" width=\"19.1\" height=\"11.7\" class=\"pp-bar\"><title>75N92022F00240 — $111k — Department of Health and Human Services — 2022-09-13</title></rect><rect x=\"308.7\" y=\"114.0\" width=\"19.1\" height=\"102.0\" class=\"pp-bar\"><title>HT001523F0044 — $972k — Department of Defense — 2023-03-21</title></rect><rect x=\"339.6\" y=\"203.2\" width=\"19.1\" height=\"12.8\" class=\"pp-bar\"><title>FA440723F0063 — $122k — Department of Defense — 2023-04-30</title></rect><rect x=\"370.4\" y=\"24.0\" width=\"19.1\" height=\"192.0\" class=\"pp-bar\"><title>36C10B23F0155 — $1.8M — Department of Veterans Affairs — 2023-07-19</title></rect><rect x=\"401.3\" y=\"116.9\" width=\"19.1\" height=\"99.1\" class=\"pp-bar\"><title>HT001524F0024 — $944k — Department of Defense — 2024-03-26</title></rect><rect x=\"432.1\" y=\"200.8\" width=\"19.1\" height=\"15.2\" class=\"pp-bar\"><title>W519TC24F0361 — $145k — Department of Defense — 2024-08-02</title></rect><rect x=\"463.0\" y=\"111.6\" width=\"19.1\" height=\"104.4\" class=\"pp-bar\"><title>HT001525F0018 — $995k — Department of Defense — 2025-03-28</title></rect><rect x=\"493.9\" y=\"200.7\" width=\"19.1\" height=\"15.3\" class=\"pp-bar\"><title>W519TC25F0324 — $146k — Department of Defense — 2025-07-24</title></rect><rect x=\"524.7\" y=\"213.1\" width=\"19.1\" height=\"2.9\" class=\"pp-bar\"><title>80NSSC25FA967 — $28k — National Aeronautics and Space Administration — 2025-09-16</title></rect><rect x=\"555.6\" y=\"202.8\" width=\"19.1\" height=\"13.2\" class=\"pp-bar\"><title>N0018925FZ719 — $125k — Department of Defense — 2025-09-30</title></rect><rect x=\"586.4\" y=\"170.5\" width=\"19.1\" height=\"45.5\" class=\"pp-bar\"><title>697DCK26F00092 — $434k — Department of Transportation — 2025-12-22</title></rect><rect x=\"617.3\" y=\"83.9\" width=\"19.1\" height=\"132.1\" class=\"pp-bar\"><title>HT001526FE017 — $1.3M — Department of Defense — 2026-03-31</title></rect><rect x=\"648.1\" y=\"190.0\" width=\"19.1\" height=\"26.0\" class=\"pp-bar\"><title>N0018926FL272 — $248k — Department of Defense — 2026-06-30</title></rect><rect x=\"679.0\" y=\"210.2\" width=\"19.1\" height=\"5.8\" class=\"pp-bar\"><title>80NSSC26P1386 — $55k — National Aeronautics and Space Administration — 2026-09-22</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-08-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-22</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (21 awards, obligated)</text></svg>",
      "published_date": "2026-09-14",
      "url": "/talend/",
      "changelog": [
        {
          "date": "2026-09-13",
          "note": "Initial publication: 21 awards, $28,095–$1,829,119."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $28,095 -> $49,005"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "datastax",
      "product_name": "DataStax",
      "vendor": "DataStax Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "DOC46PAPT1500522",
          "recipient": "GOVERNMENT ACQUISITIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2015-09-29",
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      "prose": {
        "answer_lead": "Public agencies have awarded contracts for DataStax with amounts ranging from $13,394.52 to $2,249,867.20 across 12 licence and renewal awards. The median award for licence and renewal purchases is $299,762.56.",
        "renewal_watch": "An award for $846,217.73 was for a 'DATASTAX SUBSCRIPTION'. An award for $251,151.15 was for 'DATASTAX SW LICENSE MAINTENANCE'. An award for $142,954.89 was for 'DATASTAX SOFTWARE RENEWAL'. An award for $1,768,975.08 was for 'DATASTAX ENTERPRISE SOFTWARE LICENSE AND SUPPORT'.",
        "faq": [
          {
            "question": "What is the typical cost range for DataStax licenses and renewals?",
            "answer": "The median award amount for 12 licence and renewal awards is $299,762.56.",
            "award_ids": []
          },
          {
            "question": "What is the lowest observed contract amount for a DataStax license?",
            "answer": "The lowest observed contract amount for a DataStax license was $13,394.52.",
            "award_ids": [
              "W15QKN22F0570"
            ]
          },
          {
            "question": "What is the highest observed contract amount for DataStax licenses?",
            "answer": "The highest observed contract amount for DataStax licenses was $2,249,867.20.",
            "award_ids": [
              "DOC56PAPT1700389"
            ]
          },
          {
            "question": "Are there contracts that include both DataStax licenses and support?",
            "answer": "Yes, at least one contract explicitly includes both DataStax licenses and support.",
            "award_ids": [
              "70B04C22F00001391"
            ]
          },
          {
            "question": "What is the cost of a DataStax Enterprise production license per node?",
            "answer": "One award shows a total of $33,928.16 for 2 nodes for 12 months.",
            "award_ids": [
              "N0016422F0026"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have awarded contracts for DataStax with amounts ranging from $1",
            "Public agencies have awarded contracts for DataStax with amounts ranging from $1",
            "Several contract descriptions indicate that 'subscriptions' and 'maintenance' ar",
            "Based on 12 licence and renewal awards, the typical range for DataStax contracts",
            "The lowest observed contract amount for a DataStax license was $13,394.52. This ",
            "The highest observed contract amount for DataStax licenses was $2,249,867.20. Th",
            "Yes, at least one contract explicitly includes both DataStax licenses and suppor",
            "One award from March 2022 shows a derived unit price of $16,964.08 per node for "
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 21 public contract awards from 6 awarding agencies.",
          "The figures below are computed from 12 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 22.4, and the highest is 168.0 times the lowest.",
          "10 of 21 awards (48%) come from Department of Defense.",
          "The most frequent recipient across these awards is GOVERNMENT ACQUISITIONS LLC, on 5 awards (24%).",
          "The records span 2015-09-29 to 2024-07-25."
        ],
        "numbers": [
          48,
          24,
          168.0,
          22.4,
          6,
          10,
          5,
          12,
          9
        ],
        "basis_sentence": "The figures below are computed from 12 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 9,
          "renewal": 3,
          "unknown": 6,
          "support": 3
        },
        "agency_names": [
          "Department of Defense",
          "Department of Commerce",
          "Department of Justice",
          "Department of Homeland Security",
          "Department of Agriculture",
          "Department of the Treasury"
        ],
        "agency_counts": {
          "Department of Commerce": 6,
          "Department of Defense": 10,
          "Department of Justice": 2,
          "Department of Homeland Security": 1,
          "Department of Agriculture": 1,
          "Department of the Treasury": 1
        },
        "recipient_counts": {
          "GOVERNMENT ACQUISITIONS LLC": 5,
          "GUIDENT TECHNOLOGIES, INC.": 1,
          "OGIS COMMUNICATION GROUP INC": 1,
          "DLT SOLUTIONS, LLC": 3,
          "SOFTWARE INFORMATION RESOURCE CORP.": 2,
          "DH TECHNOLOGIES, INC.": 1,
          "AXELLIANT, LLC": 1,
          "PANAMERICA COMPUTERS, INC.": 1,
          "ACCESSAGILITY LLC": 2,
          "NEW TECH SOLUTIONS, INC.": 1,
          "4 STAR TECHNOLOGIES, INC.": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "GOVERNMENT ACQUISITIONS LLC",
        "spread_ratio": 168.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for DataStax\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.1M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.2M</text><line x1=\"56\" y1=\"190.4\" x2=\"704\" y2=\"190.4\" class=\"pp-median\"/><text x=\"704\" y=\"184.4\" class=\"pp-median-label\" text-anchor=\"end\">median $300k</text><rect x=\"61.9\" y=\"213.2\" width=\"19.1\" height=\"2.8\" class=\"pp-bar\"><title>DOC46PAPT1500522 — $33k — Department of Commerce — 2015-09-29</title></rect><rect x=\"92.7\" y=\"24.0\" width=\"19.1\" height=\"192.0\" class=\"pp-bar\"><title>DOC56PAPT1700389 — $2.2M — Department of Commerce — 2017-05-08</title></rect><rect x=\"123.6\" y=\"204.6\" width=\"19.1\" height=\"11.4\" class=\"pp-bar\"><title>1333BJ18F00184010 — $134k — Department of Commerce — 2018-02-21</title></rect><rect x=\"154.4\" y=\"175.2\" width=\"19.1\" height=\"40.8\" class=\"pp-bar\"><title>HC102821F0664 — $479k — Department of Defense — 2021-07-07</title></rect><rect x=\"185.3\" y=\"167.7\" width=\"19.1\" height=\"48.3\" class=\"pp-bar\"><title>1333BJ21F00282035 — $566k — Department of Commerce — 2021-07-30</title></rect><rect x=\"216.1\" y=\"194.6\" width=\"19.1\" height=\"21.4\" class=\"pp-bar\"><title>1333BJ21F00183004 — $251k — Department of Commerce — 2021-09-14</title></rect><rect x=\"247.0\" y=\"213.1\" width=\"19.1\" height=\"2.9\" class=\"pp-bar\"><title>N0016422F0026 — $34k — Department of Defense — 2022-03-16</title></rect><rect x=\"277.9\" y=\"190.4\" width=\"19.1\" height=\"25.6\" class=\"pp-bar\"><title>FA714622FB023 — $300k — Department of Defense — 2022-05-19</title></rect><rect x=\"308.7\" y=\"167.8\" width=\"19.1\" height=\"48.2\" class=\"pp-bar\"><title>15F06722F0001043 — $565k — Department of Justice — 2022-07-25</title></rect><rect x=\"339.6\" y=\"214.0\" width=\"19.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN22F0570 — $13k — Department of Defense — 2022-08-31</title></rect><rect x=\"370.4\" y=\"213.8\" width=\"19.1\" height=\"2.2\" class=\"pp-bar\"><title>N0042122P0482 — $26k — Department of Defense — 2022-09-15</title></rect><rect x=\"401.3\" y=\"65.0\" width=\"19.1\" height=\"151.0\" class=\"pp-bar\"><title>70B04C22F00001391 — $1.8M — Department of Homeland Security — 2022-09-30</title></rect><rect x=\"432.1\" y=\"213.7\" width=\"19.1\" height=\"2.3\" class=\"pp-bar\"><title>N6600122F0153 — $27k — Department of Defense — 2022-10-01</title></rect><rect x=\"463.0\" y=\"212.7\" width=\"19.1\" height=\"3.3\" class=\"pp-bar\"><title>N0016423F0050 — $38k — Department of Defense — 2023-04-19</title></rect><rect x=\"493.9\" y=\"185.3\" width=\"19.1\" height=\"30.7\" class=\"pp-bar\"><title>FA714623F0020 — $360k — Department of Defense — 2023-05-19</title></rect><rect x=\"524.7\" y=\"143.8\" width=\"19.1\" height=\"72.2\" class=\"pp-bar\"><title>1333BJ23F00282027 — $846k — Department of Commerce — 2023-07-31</title></rect><rect x=\"555.6\" y=\"201.0\" width=\"19.1\" height=\"15.0\" class=\"pp-bar\"><title>12314423F0428 — $176k — Department of Agriculture — 2023-09-30</title></rect><rect x=\"586.4\" y=\"212.4\" width=\"19.1\" height=\"3.6\" class=\"pp-bar\"><title>N0016424F0017 — $42k — Department of Defense — 2023-12-29</title></rect><rect x=\"617.3\" y=\"214.0\" width=\"19.1\" height=\"2.0\" class=\"pp-bar\"><title>20343024F00024 — $21k — Department of the Treasury — 2024-04-04</title></rect><rect x=\"648.1\" y=\"203.8\" width=\"19.1\" height=\"12.2\" class=\"pp-bar\"><title>HC102824F0529 — $143k — Department of Defense — 2024-06-26</title></rect><rect x=\"679.0\" y=\"188.6\" width=\"19.1\" height=\"27.4\" class=\"pp-bar\"><title>15F06724F0001340 — $321k — Department of Justice — 2024-07-25</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2015-09-29</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2024-07-25</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (21 awards, obligated)</text></svg>",
      "published_date": "2026-09-13",
      "url": "/datastax/",
      "changelog": [
        {
          "date": "2026-09-12",
          "note": "Initial publication: 21 awards, $13,395–$2,249,867."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "denodo",
      "product_name": "Denodo",
      "vendor": "Denodo Technologies",
      "list_price": {
        "value": 63.0,
        "unit": "USD per Denodo Credit Unit (DCU)",
        "publisher": "Denodo Technologies, Inc.",
        "url": "https://www.denodo.com/en/agora-pricing",
        "quote": "List price for Denodo Credit Units (as of Jan. 31, 2025): One (1) DCU ... 63.00 USD",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "6973GH20F01200",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2020-07-01",
          "end_date": "2021-08-31",
          "amount": 309390.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PURCHASE OF DENODO LICENSES",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_6973GH20F01200_6920_DTFACT13D00004_6920"
        },
        {
          "award_id": "36C10A22F0010",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2021-10-01",
          "end_date": "2022-09-30",
          "amount": 125347.86,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "BRAND NAME DENODO MAINTENANCE SW-DENODO DATA VIRTUALIZATION STANDARD TECHNICAL SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10A22F0010_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "W52P1J22F0158",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Denodo Technologies",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-03-25",
          "end_date": "2023-03-28",
          "amount": 647000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "THE PURPOSE OF DELIVER ORDER W52P1J-22-F-0158 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORM.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W52P1J22F0158_9700_W52P1J20D0042_9700"
        },
        {
          "award_id": "697DCK22F01510",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-08-05",
          "end_date": "2022-08-31",
          "amount": 521600.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01510_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "W519TC23F0181",
          "recipient": "STRATEGIC COMMUNICATIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2023-03-28",
          "end_date": "2024-03-28",
          "amount": 654893.6,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "THE PURPOSE OF DELIVERY ORDER W519TC-23-F-0181 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORMS.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC23F0181_9700_W52P1J20D0065_9700"
        },
        {
          "award_id": "FA440723F0067",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-04-04",
          "end_date": "2024-03-30",
          "amount": 662651.68,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440723F0067_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "697DCK23F00866",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2023-08-16",
          "end_date": "2024-08-30",
          "amount": 568354.4,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK23F00866_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "697DCK23F00765",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2023-08-23",
          "end_date": "2024-08-31",
          "amount": 344560.32,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ANNUAL LICENSE RENEWAL FOR DENODO PLATFORM.",
          "psc_code": "7B21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK23F00765_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "W519TC24F0144",
          "recipient": "STRATEGIC COMMUNICATIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2024-03-29",
          "end_date": "2026-03-28",
          "amount": 1472514.9,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DENODO SW MAINTENANCE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC24F0144_9700_W52P1J20D0065_9700"
        },
        {
          "award_id": "FA440724F0039",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2024-03-31",
          "end_date": "2025-03-30",
          "amount": 680859.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DENODO DEVELOPER LICENSE RENEWAL",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440724F0039_9700_NNG15SD76B_8000"
        },
        {
          "award_id": "697DCK24F00847",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2024-08-20",
          "end_date": "2025-08-30",
          "amount": 584675.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL MAINTENANCE AND SUPPORT RENEWAL OF DENODO PLATFORM.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK24F00847_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK24F00938",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2024-08-26",
          "end_date": "2025-08-31",
          "amount": 352075.84,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DENODO FOR ESC",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK24F00938_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "FA440725F0035",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Denodo Technologies",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2025-03-31",
          "end_date": "2025-03-31",
          "amount": 698702.08,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3BM/C3MF AND THE MAF C2/AFLCMC AT SCOTT AFB, IL.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440725F0035_9700_N6600121A0031_9700"
        },
        {
          "award_id": "692M1525F00152",
          "recipient": "GENERAL DYNAMICS INFORMATION TECHNOLOGY, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-08-11",
          "end_date": "2026-08-31",
          "amount": 207048.07,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DO FOR DENODO & FAA1 INFRASTRUCTURE DO.",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1525F00152_6920_DTFACT15D00003_6920"
        },
        {
          "award_id": "697DCK25F00788",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-08-13",
          "end_date": "2026-08-31",
          "amount": 485280.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ITAR-25-2668 SLI'S - 53252, 59821 DENODO - DATA VIRTUALIZATION SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00788_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "697DCK25F00872",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-08-27",
          "end_date": "2026-08-31",
          "amount": 331200.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL RENEWAL OF DENODO FOR ESC.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00872_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "W519TC26FA219",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2026-03-29",
          "end_date": "2027-03-28",
          "amount": 748754.6,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DENODO ENTERPRISE PLUS SUBSCRIPTION PRODUCTION LICENSE AND PREMIUM MAINTENANCE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC26FA219_9700_W52P1J20D0046_9700"
        },
        {
          "award_id": "697DCK26F00577",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-06-25",
          "end_date": "2027-08-30",
          "amount": 499574.76,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DENODO SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00577_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "692M1526F00154",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-08-10",
          "end_date": "2027-08-31",
          "amount": 181000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "ITAR-26-2494 SLI#: 63275 FAA CLOUD SERVICES FCS2 DELIVERY ORDER 0261 - DENODO & PURE INFRASTRUCTURE.",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1526F00154_6920_692M1526A00001_6920"
        },
        {
          "award_id": "697DCK26F00843",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-08-12",
          "end_date": "2027-08-31",
          "amount": 368312.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DENODO FOR ESC",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00843_6920_697DCK22D00001_6920"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "W519TC24F0144",
          "excerpt": "DENODO SW MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC26FA219",
          "excerpt": "DENODO ENTERPRISE PLUS SUBSCRIPTION PRODUCTION LICENSE AND PREMIUM MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC26FA219",
          "excerpt": "DENODO ENTERPRISE PLUS SUBSCRIPTION PRODUCTION LICENSE AND PREMIUM MAINTENANCE."
        },
        {
          "pattern": "support",
          "award_id": "FA440725F0035",
          "excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3B"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440725F0035",
          "excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3B"
        },
        {
          "pattern": "licences",
          "award_id": "FA440725F0035",
          "excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3B"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440724F0039",
          "excerpt": "DENODO DEVELOPER LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "FA440724F0039",
          "excerpt": "DENODO DEVELOPER LICENSE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "FA440723F0067",
          "excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440723F0067",
          "excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)"
        },
        {
          "pattern": "licences",
          "award_id": "FA440723F0067",
          "excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)"
        },
        {
          "pattern": "support",
          "award_id": "W519TC23F0181",
          "excerpt": "THE PURPOSE OF DELIVERY ORDER W519TC-23-F-0181 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORMS"
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC23F0181",
          "excerpt": "THE PURPOSE OF DELIVERY ORDER W519TC-23-F-0181 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORMS"
        },
        {
          "pattern": "support",
          "award_id": "W52P1J22F0158",
          "excerpt": "THE PURPOSE OF DELIVER ORDER W52P1J-22-F-0158 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "W52P1J22F0158",
          "excerpt": "THE PURPOSE OF DELIVER ORDER W52P1J-22-F-0158 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORM."
        },
        {
          "pattern": "support",
          "award_id": "697DCK24F00847",
          "excerpt": "THE ANNUAL MAINTENANCE AND SUPPORT RENEWAL OF DENODO PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK24F00847",
          "excerpt": "THE ANNUAL MAINTENANCE AND SUPPORT RENEWAL OF DENODO PLATFORM."
        },
        {
          "pattern": "support",
          "award_id": "697DCK23F00866",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00866",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F01510",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01510",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00577",
          "excerpt": "DENODO SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00788",
          "excerpt": "ITAR-25-2668    SLI'S - 53252, 59821  DENODO - DATA VIRTUALIZATION SOFTWARE  RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00765",
          "excerpt": "ANNUAL LICENSE RENEWAL FOR DENODO PLATFORM."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK23F00765",
          "excerpt": "ANNUAL LICENSE RENEWAL FOR DENODO PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00872",
          "excerpt": "THE ANNUAL RENEWAL OF DENODO FOR ESC."
        },
        {
          "pattern": "licences",
          "award_id": "6973GH20F01200",
          "excerpt": "PURCHASE OF DENODO LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "36C10A22F0010",
          "excerpt": "BRAND NAME DENODO MAINTENANCE SW-DENODO DATA VIRTUALIZATION STANDARD TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A22F0010",
          "excerpt": "BRAND NAME DENODO MAINTENANCE SW-DENODO DATA VIRTUALIZATION STANDARD TECHNICAL SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 11,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 11,
        "low": 309390.0,
        "p25": 414920.16,
        "median": 584675.52,
        "p75": 689780.8,
        "high": 1472514.9,
        "from": "2020-07-01",
        "to": "2026-08-12"
      },
      "clean_count": 11,
      "scope_counts": {
        "renewal": 8,
        "license": 3,
        "support": 5,
        "unknown": 4
      },
      "observed_low": 309390.0,
      "observed_high": 1472514.9,
      "observed_median": 584675.52,
      "observed_total": 6818163.38,
      "award_count": 20,
      "agency_count": 3,
      "date_range": {
        "from": "2020-07-01",
        "to": "2026-08-12"
      },
      "last_verified": "2026-10-05",
      "name": "Denodo",
      "slug": "denodo",
      "prose": {
        "answer_lead": "US public agencies have awarded Denodo Technologies contracts for Denodo with amounts ranging from $309,390 USD to $1,472,514.90 USD. Denodo Technologies, Inc. lists Denodo Credit Units (DCU) at $63 USD per DCU.",
        "renewal_watch": "A 'DENODO SW MAINTENANCE RENEWAL' award was $1,472,514.90 USD.",
        "faq": [
          {
            "question": "What is the typical cost range for Denodo licenses and renewals?",
            "answer": "The median award amount for these types of contracts is $584,675.52 USD.",
            "award_ids": [
              "6973GH20F01200",
              "FA440723F0067",
              "697DCK23F00765",
              "W519TC24F0144",
              "FA440724F0039",
              "697DCK24F00847",
              "FA440725F0035",
              "697DCK25F00788",
              "697DCK25F00872",
              "W519TC26FA219",
              "697DCK26F00577"
            ]
          },
          {
            "question": "Are there contracts that combine Denodo licenses with support?",
            "answer": "Yes, some contracts explicitly bundle licenses with support.",
            "award_ids": [
              "FA440723F0067",
              "W519TC26FA219"
            ]
          },
          {
            "question": "What is the lowest observed contract amount for Denodo licenses?",
            "answer": "The lowest observed contract amount specifically for Denodo licenses was $309,390 USD. This award was for the 'PURCHASE OF DENODO LICENSES'.",
            "award_ids": [
              "6973GH20F01200"
            ]
          },
          {
            "question": "What is the highest observed contract amount for Denodo renewals?",
            "answer": "The highest observed contract amount for a Denodo renewal was $1,472,514.90 USD. This award was for 'DENODO SW MAINTENANCE RENEWAL'.",
            "award_ids": [
              "W519TC24F0144"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded Denodo Technologies contracts for Denodo with am",
            "Buyers should note that renewal costs for Denodo can vary. For example, a 'DENOD",
            "A 'DENODO SW MAINTENANCE RENEWAL' award was $1,472,514.90 USD. Another award for",
            "Based on 11 licence and renewal awards, the typical range for Denodo contracts i",
            "Yes, some contracts explicitly bundle licenses with support. For example, one aw"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 20 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 11 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 1.9, and the highest is 4.8 times the lowest.",
          "12 of 20 awards (60%) come from Department of Transportation.",
          "The most frequent recipient across these awards is CDW GOVERNMENT LLC, on 8 awards (40%).",
          "The records span 2020-07-01 to 2026-08-12."
        ],
        "numbers": [
          60,
          40,
          4.8,
          1.9,
          3,
          12,
          8,
          11,
          9
        ],
        "basis_sentence": "The figures below are computed from 11 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "renewal": 8,
          "license": 3,
          "support": 5,
          "unknown": 4
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Defense",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Department of Transportation": 12,
          "Department of Veterans Affairs": 1,
          "Department of Defense": 7
        },
        "recipient_counts": {
          "CDW GOVERNMENT LLC": 8,
          "ARCHITECHTURE SOLUTIONS LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "STRATEGIC COMMUNICATIONS LLC": 2,
          "NEW TECH SOLUTIONS, INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "MICROTECHNOLOGIES LLC": 2,
          "GENERAL DYNAMICS INFORMATION TECHNOLOGY, INC.": 1,
          "DH TECHNOLOGIES, INC.": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "CDW GOVERNMENT LLC",
        "spread_ratio": 4.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Denodo\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$736k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.5M</text><line x1=\"56\" y1=\"139.8\" x2=\"704\" y2=\"139.8\" class=\"pp-median\"/><text x=\"704\" y=\"133.8\" class=\"pp-median-label\" text-anchor=\"end\">median $585k</text><rect x=\"62.2\" y=\"175.7\" width=\"20.1\" height=\"40.3\" class=\"pp-bar\"><title>6973GH20F01200 — $309k — Department of Transportation — 2020-07-01</title></rect><rect x=\"94.6\" y=\"199.7\" width=\"20.1\" height=\"16.3\" class=\"pp-bar\"><title>36C10A22F0010 — $125k — Department of Veterans Affairs — 2021-10-01</title></rect><rect x=\"127.0\" y=\"131.6\" width=\"20.1\" height=\"84.4\" class=\"pp-bar\"><title>W52P1J22F0158 — $647k — Department of Defense — 2022-03-25</title></rect><rect x=\"159.4\" y=\"148.0\" width=\"20.1\" height=\"68.0\" class=\"pp-bar\"><title>697DCK22F01510 — $522k — Department of Transportation — 2022-08-05</title></rect><rect x=\"191.8\" y=\"130.6\" width=\"20.1\" height=\"85.4\" class=\"pp-bar\"><title>W519TC23F0181 — $655k — Department of Defense — 2023-03-28</title></rect><rect x=\"224.2\" y=\"129.6\" width=\"20.1\" height=\"86.4\" class=\"pp-bar\"><title>FA440723F0067 — $663k — Department of Defense — 2023-04-04</title></rect><rect x=\"256.6\" y=\"141.9\" width=\"20.1\" height=\"74.1\" class=\"pp-bar\"><title>697DCK23F00866 — $568k — Department of Transportation — 2023-08-16</title></rect><rect x=\"289.0\" y=\"171.1\" width=\"20.1\" height=\"44.9\" class=\"pp-bar\"><title>697DCK23F00765 — $345k — Department of Transportation — 2023-08-23</title></rect><rect x=\"321.4\" y=\"24.0\" width=\"20.1\" height=\"192.0\" class=\"pp-bar\"><title>W519TC24F0144 — $1.5M — Department of Defense — 2024-03-29</title></rect><rect x=\"353.8\" y=\"127.2\" width=\"20.1\" height=\"88.8\" class=\"pp-bar\"><title>FA440724F0039 — $681k — Department of Defense — 2024-03-31</title></rect><rect x=\"386.2\" y=\"139.8\" width=\"20.1\" height=\"76.2\" class=\"pp-bar\"><title>697DCK24F00847 — $585k — Department of Transportation — 2024-08-20</title></rect><rect x=\"418.6\" y=\"170.1\" width=\"20.1\" height=\"45.9\" class=\"pp-bar\"><title>697DCK24F00938 — $352k — Department of Transportation — 2024-08-26</title></rect><rect x=\"451.0\" y=\"124.9\" width=\"20.1\" height=\"91.1\" class=\"pp-bar\"><title>FA440725F0035 — $699k — Department of Defense — 2025-03-31</title></rect><rect x=\"483.4\" y=\"189.0\" width=\"20.1\" height=\"27.0\" class=\"pp-bar\"><title>692M1525F00152 — $207k — Department of Transportation — 2025-08-11</title></rect><rect x=\"515.8\" y=\"152.7\" width=\"20.1\" height=\"63.3\" class=\"pp-bar\"><title>697DCK25F00788 — $485k — Department of Transportation — 2025-08-13</title></rect><rect x=\"548.2\" y=\"172.8\" width=\"20.1\" height=\"43.2\" class=\"pp-bar\"><title>697DCK25F00872 — $331k — Department of Transportation — 2025-08-27</title></rect><rect x=\"580.6\" y=\"118.4\" width=\"20.1\" height=\"97.6\" class=\"pp-bar\"><title>W519TC26FA219 — $749k — Department of Defense — 2026-03-29</title></rect><rect x=\"613.0\" y=\"150.9\" width=\"20.1\" height=\"65.1\" class=\"pp-bar\"><title>697DCK26F00577 — $500k — Department of Transportation — 2026-06-25</title></rect><rect x=\"645.4\" y=\"192.4\" width=\"20.1\" height=\"23.6\" class=\"pp-bar\"><title>692M1526F00154 — $181k — Department of Transportation — 2026-08-10</title></rect><rect x=\"677.8\" y=\"168.0\" width=\"20.1\" height=\"48.0\" class=\"pp-bar\"><title>697DCK26F00843 — $368k — Department of Transportation — 2026-08-12</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2020-07-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-08-12</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (20 awards, obligated)</text></svg>",
      "published_date": "2026-09-11",
      "url": "/denodo/",
      "changelog": [
        {
          "date": "2026-09-09",
          "note": "Initial publication: 20 awards, $125,348–$1,472,515."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $125,348 -> $309,390"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "immuta",
      "product_name": "Immuta",
      "vendor": "Immuta Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "70B04C22F00000034",
          "recipient": "AKIRA TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2021-11-19",
          "end_date": "2022-11-18",
          "amount": 121352.53,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PURCHASE OF IMMUTA PRO SOFTWARE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C22F00000034_7014_HSHQDC12D00015_7001"
        },
        {
          "award_id": "FA701422P0019",
          "recipient": "IMMUTA, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
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          "amount": 600000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "WARREN:WARREN SAF/CO IMMUTA LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701422P0019_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "70B04C23F00000031",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
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          "amount": 141491.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS IS FOR THE PURCHASE OF IMMUTA PRO SOFTWARE.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C23F00000031_7014_HSHQDC12D00012_7001"
        },
        {
          "award_id": "HT001523F0045",
          "recipient": "ACCESSAGILITY LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
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          "amount": 116985.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
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          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA TECHNOLOGY CONNECTOR SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001523F0045_9700_NNG15SC23B_8000"
        },
        {
          "award_id": "FA701423P0028",
          "recipient": "IMMUTA, INC.",
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          "match_method": "description",
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          "evidence_type": "contract_total",
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          "scope_reason": "licence or subscription",
          "description_excerpt": "PKS WARREN:WARREN SAF/CND IMMUTA LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701423P0028_9700_-NONE-_-NONE-"
        },
        {
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          "match_method": "description",
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          "agency": "Department of Homeland Security",
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          "amount": 393957.58,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "FEMADEX DATA GOVERNANCE TOOL - ALATION AND IMMUTA SOFTWARE LICENSES.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70FA3023F00000385_7022_HSHQDC13D00019_7001"
        },
        {
          "award_id": "75F40123F80297",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Immuta Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
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          "amount_basis": "obligated",
          "evidence_type": "contract_total",
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        },
        {
          "award_id": "36C10B23F0333",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
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          "amount": 5301867.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "BRAND NAME IMMUTA",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B23F0333_3600_NNG15SD22B_8000"
        },
        {
          "award_id": "19AQMM23F3351",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2023-10-01",
          "end_date": "2024-09-29",
          "amount": 74993.92,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE LICE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM23F3351_1900_NNG15SD00B_8000"
        },
        {
          "award_id": "70B04C24F00000032",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
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          "end_date": "2024-11-18",
          "amount": 148283.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS PURCHASE IS FOR IMMUTA PRO SOFTWARE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C24F00000032_7014_HSHQDC12D00012_7001"
        },
        {
          "award_id": "HT001524F0063",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2024-03-16",
          "end_date": "2025-03-15",
          "amount": 286673.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE FOR DATA GOVERNANCE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001524F0063_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "75F40124F80174",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2024-06-20",
          "end_date": "2025-09-14",
          "amount": 298338.47,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA LICENSE TO SUPPORT CDER CYBER SECURITY",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40124F80174_7524_NNG15SD76B_8000"
        },
        {
          "award_id": "HT001524F0088",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2024-06-30",
          "end_date": "2024-06-30",
          "amount": 230699.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE FOR JOINT OPERATIONAL MEDICINE INFORMATION SYSTEM",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001524F0088_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "70FA4024F00000358",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Federal Emergency Management Agency",
          "action_date": "2024-08-13",
          "end_date": "2025-08-12",
          "amount": 400920.22,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DATA POLICY ENFORCEMENT TOOL RENEWAL- IMMUTA",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70FA4024F00000358_7022_HSHQDC13D00019_7001"
        },
        {
          "award_id": "19AQMM24F2471",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2024-09-30",
          "end_date": "2025-09-29",
          "amount": 84839.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "EX IM DATA GOVERNANCE IMMUTA LICENSE PACK",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM24F2471_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "HT001525F0005",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2025-03-16",
          "end_date": "2025-03-16",
          "amount": 591380.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA PLATFORM SITE LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001525F0005_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "19AQMM25F1313",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2025-09-30",
          "end_date": "2026-09-29",
          "amount": 142106.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA DATA GOVERNANCE LICENSING",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM25F1313_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "HT001526FE018",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2026-03-16",
          "end_date": "2027-03-15",
          "amount": 589987.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001526FE018_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "36C10B26F0404",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2026-09-22",
          "end_date": "2027-09-21",
          "amount": 1938891.53,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "BRAND NAME IMMUTA SOFTWARE LICENSES",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B26F0404_3600_NNG15SD19B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "licences",
          "award_id": "36C10B26F0404",
          "excerpt": "BRAND NAME IMMUTA SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "FA701422P0019",
          "excerpt": "WARREN:WARREN SAF/CO IMMUTA LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "HT001525F0005",
          "excerpt": "IMMUTA PLATFORM SITE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4024F00000358",
          "excerpt": "DATA POLICY ENFORCEMENT TOOL RENEWAL- IMMUTA"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000385",
          "excerpt": "FEMADEX DATA GOVERNANCE TOOL - ALATION AND IMMUTA SOFTWARE LICENSES."
        },
        {
          "pattern": "licences",
          "award_id": "FA701423P0028",
          "excerpt": "PKS WARREN:WARREN SAF/CND IMMUTA LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "75F40123F80297",
          "excerpt": "IMMUTA SOFTWARE LICENSE AND SUPPORT SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80297",
          "excerpt": "IMMUTA SOFTWARE LICENSE AND SUPPORT SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "75F40124F80174",
          "excerpt": "IMMUTA LICENSE TO SUPPORT CDER CYBER SECURITY"
        },
        {
          "pattern": "licences",
          "award_id": "75F40124F80174",
          "excerpt": "IMMUTA LICENSE TO SUPPORT CDER CYBER SECURITY"
        },
        {
          "pattern": "integration",
          "award_id": "HT001523F0045",
          "excerpt": "IMMUTA TECHNOLOGY CONNECTOR SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM24F2471",
          "excerpt": "EX IM DATA GOVERNANCE IMMUTA LICENSE PACK"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 18,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 18,
        "low": 74993.92,
        "p25": 141644.89,
        "median": 298338.47,
        "p75": 399179.56,
        "high": 1938891.53,
        "from": "2021-11-19",
        "to": "2026-09-22"
      },
      "clean_count": 18,
      "scope_counts": {
        "unknown": 1,
        "license": 17,
        "renewal": 1
      },
      "observed_low": 74993.92,
      "observed_high": 1938891.53,
      "observed_median": 298338.47,
      "observed_total": 6760899.78,
      "award_count": 19,
      "agency_count": 5,
      "date_range": {
        "from": "2021-11-19",
        "to": "2026-09-22"
      },
      "last_verified": "2026-10-05",
      "name": "Immuta",
      "slug": "immuta",
      "prose": {
        "answer_lead": "Purchase records naming Immuta run from $74,993.92 to $1,938,891.53, across 19 awards. Of those, 18 are licence or renewal purchases, which is what the figures above are drawn from. None of these amounts is a unit price: each is what one agency was awarded for one scope of work.",
        "renewal_watch": "The lowest observed award for a license was $74,993.92 from the Department of State, while the highest was $1,938,891.53 from the Department of Veterans Affairs, also for licenses.",
        "faq": [
          {
            "question": "What is the typical cost range for Immuta licenses?",
            "answer": "The lowest observed award for a license was $74,993.92, and the highest was $1,938,891.53.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that include both Immuta licenses and support services?",
            "answer": "Yes, at least one contract from the Department of Health and Human Services for $300,000 explicitly included \"IMMUTA SOFTWARE LICENSE AND SUPPORT SERVICES.\" This indicates that support can be part of a bundled purchase.",
            "award_ids": [
              "75F40123F80297"
            ]
          },
          {
            "question": "What is the cost of Immuta for data governance?",
            "answer": "Awards for Immuta explicitly for data governance include $286,673 from the Department of Defense for \"IMMUTA SOFTWARE FOR DATA GOVERNANCE,\" $400,920.22 from the Department of Homeland Security for \"DATA POLICY ENFORCEMENT TOOL RENEWAL- IMMUTA,\" and $142,106.26 from the Department of State for \"IMMUTA DATA GOVERNANCE LICENSING.\"",
            "award_ids": [
              "HT001524F0063",
              "70FA4024F00000358",
              "19AQMM25F1313"
            ]
          },
          {
            "question": "What is the cost of Immuta Pro software?",
            "answer": "One award was for $121,352.53. A third award was for $148,283.95. The descriptions for these awards include phrases such as \"PURCHASE OF IMMUTA PRO SOFTWARE\" or \"THIS PURCHASE IS FOR IMMUTA PRO SOFTWARE.\"",
            "award_ids": [
              "70B04C22F00000034",
              "70B04C23F00000031",
              "70B04C24F00000032"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 18 awards for licenses and renewals.",
            "The Department of Homeland Security has made multiple awards that include Immuta Pro software.",
            "Another award was for $141,491.10."
          ],
          "rewritten": [
            "Public agencies have awarded Immuta contracts ranging from $74,993.92 to $1,938,",
            "Public agencies have awarded Immuta contracts ranging from $74,993.92 to $1,938,",
            "Agencies renewing Immuta should note that one renewal award from the Department ",
            "Based on 18 licence and renewal awards, the typical contract total for Immuta li",
            "The Department of Homeland Security has made multiple awards for Immuta Pro soft",
            "The Department of Homeland Security has made multiple awards that include Immuta"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 19 public contract awards from 5 awarding agencies.",
          "The figures below are computed from 18 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 4.0, and the highest is 25.9 times the lowest.",
          "7 of 19 awards (37%) come from Department of Defense.",
          "The most frequent recipient across these awards is BLUE TECH INC., on 5 awards (26%).",
          "The records span 2021-11-19 to 2026-09-22."
        ],
        "numbers": [
          37,
          26,
          25.9,
          4.0,
          5,
          7,
          5,
          18,
          1
        ],
        "basis_sentence": "The figures below are computed from 18 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 1,
          "license": 17,
          "renewal": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of State",
          "Department of Health and Human Services",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Department of Homeland Security": 5,
          "Department of Defense": 7,
          "Department of Health and Human Services": 2,
          "Department of Veterans Affairs": 2,
          "Department of State": 3
        },
        "recipient_counts": {
          "AKIRA TECHNOLOGIES INC.": 1,
          "IMMUTA, INC.": 2,
          "BLUE TECH INC.": 5,
          "ACCESSAGILITY LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "NEW TECH SOLUTIONS, INC.": 4,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 2,
          "ALVAREZ LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "BLUE TECH INC.",
        "spread_ratio": 25.9
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Immuta\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$5.3M</text><line x1=\"56\" y1=\"205.2\" x2=\"704\" y2=\"205.2\" class=\"pp-median\"/><text x=\"704\" y=\"199.2\" class=\"pp-median-label\" text-anchor=\"end\">median $298k</text><rect x=\"62.5\" y=\"211.6\" width=\"21.1\" height=\"4.4\" class=\"pp-bar\"><title>70B04C22F00000034 — $121k — Department of Homeland Security — 2021-11-19</title></rect><rect x=\"96.6\" y=\"194.3\" width=\"21.1\" height=\"21.7\" class=\"pp-bar\"><title>FA701422P0019 — $600k — Department of Defense — 2022-07-14</title></rect><rect x=\"130.7\" y=\"210.9\" width=\"21.1\" height=\"5.1\" class=\"pp-bar\"><title>70B04C23F00000031 — $141k — Department of Homeland Security — 2022-11-19</title></rect><rect x=\"164.8\" y=\"211.8\" width=\"21.1\" height=\"4.2\" class=\"pp-bar\"><title>HT001523F0045 — $117k — Department of Defense — 2023-04-05</title></rect><rect x=\"198.9\" y=\"205.1\" width=\"21.1\" height=\"10.9\" class=\"pp-bar\"><title>FA701423P0028 — $300k — Department of Defense — 2023-07-14</title></rect><rect x=\"233.0\" y=\"201.7\" width=\"21.1\" height=\"14.3\" class=\"pp-bar\"><title>70FA3023F00000385 — $394k — Department of Homeland Security — 2023-08-13</title></rect><rect x=\"267.1\" y=\"205.1\" width=\"21.1\" height=\"10.9\" class=\"pp-bar\"><title>75F40123F80297 — $300k — Department of Health and Human Services — 2023-08-15</title></rect><rect x=\"301.2\" y=\"24.0\" width=\"21.1\" height=\"192.0\" class=\"pp-bar\"><title>36C10B23F0333 — $5.3M — Department of Veterans Affairs — 2023-09-22</title></rect><rect x=\"335.3\" y=\"213.3\" width=\"21.1\" height=\"2.7\" class=\"pp-bar\"><title>19AQMM23F3351 — $75k — Department of State — 2023-10-01</title></rect><rect x=\"369.4\" y=\"210.6\" width=\"21.1\" height=\"5.4\" class=\"pp-bar\"><title>70B04C24F00000032 — $148k — Department of Homeland Security — 2023-11-19</title></rect><rect x=\"403.5\" y=\"205.6\" width=\"21.1\" height=\"10.4\" class=\"pp-bar\"><title>HT001524F0063 — $287k — Department of Defense — 2024-03-16</title></rect><rect x=\"437.6\" y=\"205.2\" width=\"21.1\" height=\"10.8\" class=\"pp-bar\"><title>75F40124F80174 — $298k — Department of Health and Human Services — 2024-06-20</title></rect><rect x=\"471.7\" y=\"207.6\" width=\"21.1\" height=\"8.4\" class=\"pp-bar\"><title>HT001524F0088 — $231k — Department of Defense — 2024-06-30</title></rect><rect x=\"505.8\" y=\"201.5\" width=\"21.1\" height=\"14.5\" class=\"pp-bar\"><title>70FA4024F00000358 — $401k — Department of Homeland Security — 2024-08-13</title></rect><rect x=\"540.0\" y=\"212.9\" width=\"21.1\" height=\"3.1\" class=\"pp-bar\"><title>19AQMM24F2471 — $85k — Department of State — 2024-09-30</title></rect><rect x=\"574.1\" y=\"194.6\" width=\"21.1\" height=\"21.4\" class=\"pp-bar\"><title>HT001525F0005 — $591k — Department of Defense — 2025-03-16</title></rect><rect x=\"608.2\" y=\"210.9\" width=\"21.1\" height=\"5.1\" class=\"pp-bar\"><title>19AQMM25F1313 — $142k — Department of State — 2025-09-30</title></rect><rect x=\"642.3\" y=\"194.6\" width=\"21.1\" height=\"21.4\" class=\"pp-bar\"><title>HT001526FE018 — $590k — Department of Defense — 2026-03-16</title></rect><rect x=\"676.4\" y=\"145.8\" width=\"21.1\" height=\"70.2\" class=\"pp-bar\"><title>36C10B26F0404 — $1.9M — Department of Veterans Affairs — 2026-09-22</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-11-19</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-22</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (19 awards, obligated)</text></svg>",
      "published_date": "2026-09-10",
      "url": "/immuta/",
      "changelog": [
        {
          "date": "2026-09-08",
          "note": "Initial publication: 19 awards, $74,994–$5,301,868."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $5,301,868 -> $1,938,892"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
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          "sub_agency": "Department of the Air Force",
          "action_date": "2019-06-14",
          "end_date": "2024-06-15",
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          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "MARKLOGIC SOFTWARE RENEWAL",
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        },
        {
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          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2019-06-28",
          "end_date": "2025-09-23",
          "amount": 489798.63,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MARKLOGIC LICENSING",
          "psc_code": "D319",
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        {
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          "evidence_type": "derived_unit_price",
          "unit_price": {
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          "scope": "renewal",
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          "scope_reason": "licence or subscription",
          "description_excerpt": "MARKLOGIC SW LICENSES & SUPPORT",
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      "hidden_costs": [
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        },
        {
          "pattern": "support",
          "award_id": "M6785426F4407",
          "excerpt": "SUPPORT AND MAINTENANCE RENEWAL MARKLOGIC FOR ESSENTIAL ENTERPRISE (PERPETUAL 8-CORE) - GOVERNMENT"
        },
        {
          "pattern": "renewal",
          "award_id": "M6785426F4407",
          "excerpt": "SUPPORT AND MAINTENANCE RENEWAL MARKLOGIC FOR ESSENTIAL ENTERPRISE (PERPETUAL 8-CORE) - GOVERNMENT"
        },
        {
          "pattern": "support",
          "award_id": "FA865225F0050",
          "excerpt": "MARKLOGIC ENTERPRISE SOFTWARE SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "FA865226F0012",
          "excerpt": "MARKLOGIC ENTERPRISE SOFTWARE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "2043FY22F00072",
          "excerpt": "MARKLOGIC SW LICENSES & SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "2043FY22F00072",
          "excerpt": "MARKLOGIC SW LICENSES & SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "FA303025FG006",
          "excerpt": "MARKLOGIC MX RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "693JJ619F000082",
          "excerpt": "MARK LOGIC LICENSES RENEWAL  ANNUAL SUPPORT RENEWAL FOR MARKLOGIC SERVER ENTERPRISE EDITION BASE SERVER PRODUCTION (PERPETUAL) SUPPORT RENEWAL ML SEMANTICS OPTION FOR ESSENTIAL ENTERPRISE (PERPETUAL 8"
        },
        {
          "pattern": "renewal",
          "award_id": "693JJ619F000082",
          "excerpt": "MARK LOGIC LICENSES RENEWAL  ANNUAL SUPPORT RENEWAL FOR MARKLOGIC SERVER ENTERPRISE EDITION BASE SERVER PRODUCTION (PERPETUAL) SUPPORT RENEWAL ML SEMANTICS OPTION FOR ESSENTIAL ENTERPRISE (PERPETUAL 8"
        },
        {
          "pattern": "licences",
          "award_id": "693JJ619F000082",
          "excerpt": "MARK LOGIC LICENSES RENEWAL  ANNUAL SUPPORT RENEWAL FOR MARKLOGIC SERVER ENTERPRISE EDITION BASE SERVER PRODUCTION (PERPETUAL) SUPPORT RENEWAL ML SEMANTICS OPTION FOR ESSENTIAL ENTERPRISE (PERPETUAL 8"
        },
        {
          "pattern": "support",
          "award_id": "FA239622P0052",
          "excerpt": "MARKLOGIC SOFTWARE SUPPORT FOR RXO"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 14,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 14,
        "low": 26186.66,
        "p25": 127510.66,
        "median": 309370.25,
        "p75": 551531.14,
        "high": 1896995.7,
        "from": "2019-06-14",
        "to": "2026-06-03"
      },
      "clean_count": 14,
      "scope_counts": {
        "license": 8,
        "renewal": 6,
        "services": 1,
        "support": 3
      },
      "observed_low": 26186.66,
      "observed_high": 1896995.7,
      "observed_median": 309370.25,
      "observed_total": 8126971.47,
      "award_count": 18,
      "agency_count": 5,
      "date_range": {
        "from": "2019-06-14",
        "to": "2026-06-03"
      },
      "last_verified": "2026-10-05",
      "name": "MarkLogic",
      "slug": "marklogic",
      "prose": {
        "answer_lead": "Public agencies have awarded 18 contracts naming MarkLogic, from $26,187 to $1,896,996, each traced to a USAspending record. 14 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Awards explicitly for renewal span from $26,186.66 to $189,388.40. This indicates that renewal costs can encompass various elements beyond just a basic license extension, potentially including support and specific product options.",
        "faq": [
          {
            "question": "What is the typical cost for MarkLogic licenses and renewals?",
            "answer": "The median contract total for these awards is $309,370.25. A typical band of contract totals, representing the middle 50% of these awards, falls between $127,510.66 and $551,531.14.",
            "award_ids": [
              "FA252119FA161",
              "FA303019FA057",
              "693JJ619F000082",
              "2043FY21F00071",
              "75F40122F80014",
              "2043FY22F00072",
              "75F40124F80015",
              "FA282324FE105",
              "15F06724F0000959",
              "2032H524F00626",
              "FA303025FG006",
              "15F06725F0001040",
              "M6785426F4407",
              "15F06726F0000789"
            ]
          },
          {
            "question": "Are there additional costs beyond the core MarkLogic license?",
            "answer": "Contract records indicate additional costs beyond core licenses.",
            "award_ids": [
              "2043FY21F00071",
              "FA239622P0052",
              "2043FY22F00072",
              "75F40122F80014",
              "75F40124F80015",
              "2032H524F00626",
              "FA865225F0050",
              "FA865226F0012",
              "FA865226F0013",
              "M6785426F4407"
            ]
          },
          {
            "question": "What is the cost for MarkLogic professional services?",
            "answer": "One award explicitly for 'MARKLOGIC PROFESSIONAL SERVICES DELVE' was recorded for $240,931.01. This indicates that professional services are a distinct cost component that buyers may encounter.",
            "award_ids": [
              "FA865226F0013"
            ]
          },
          {
            "question": "What is the cost for MarkLogic support?",
            "answer": "One award for 'MARKLOGIC SOFTWARE SUPPORT FOR RXO' was $23,673.57.",
            "award_ids": [
              "FA239622P0052",
              "2043FY22F00072",
              "FA865225F0050",
              "FA865226F0012",
              "M6785426F4407"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The lowest recorded contract amount is $26,186.66, awarded by the Department of the Navy.",
            "The highest recorded contract amount is $1,896,995.70, awarded by the Department of the Navy."
          ],
          "rewritten": [
            "Public agencies have paid from $26,186.66 to $1,896,995.70 for MarkLogic. These ",
            "Public agencies have awarded contracts for MarkLogic ranging from $26,186.66 to ",
            "When considering renewal for MarkLogic, it is important to note the range of obs",
            "Based on 14 license and renewal awards, the observed contract totals range from ",
            "Yes, contract records indicate additional costs beyond core licenses. Some award",
            "Contract records indicate additional costs beyond core licenses. Some awards inc",
            "Several awards include support. One award for 'MARKLOGIC SOFTWARE SUPPORT FOR RX"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 18 public contract awards from 5 awarding agencies.",
          "The figures below are computed from 14 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 11.8, and the highest is 72.4 times the lowest.",
          "9 of 18 awards (50%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 9 awards (50%).",
          "The records span 2019-06-14 to 2026-06-03."
        ],
        "numbers": [
          50,
          50,
          72.4,
          11.8,
          5,
          9,
          9,
          14,
          4
        ],
        "basis_sentence": "The figures below are computed from 14 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 8,
          "renewal": 6,
          "services": 1,
          "support": 3
        },
        "agency_names": [
          "Department of Defense",
          "Department of the Treasury",
          "Department of Justice",
          "Department of Health and Human Services",
          "Department of Transportation"
        ],
        "agency_counts": {
          "Department of Defense": 9,
          "Department of Transportation": 1,
          "Department of the Treasury": 3,
          "Department of Health and Human Services": 2,
          "Department of Justice": 3
        },
        "recipient_counts": {
          "CARAHSOFT TECHNOLOGY CORP": 9,
          "ACCESSAGILITY LLC": 1,
          "FCN, INC.": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1,
          "BLUE TECH INC.": 1,
          "REGENCY CONSULTING INC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "NEW TECH SOLUTIONS, INC.": 1,
          "BAHFED CORP": 2
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 72.4
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for MarkLogic\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$948k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.9M</text><line x1=\"56\" y1=\"184.7\" x2=\"704\" y2=\"184.7\" class=\"pp-median\"/><text x=\"704\" y=\"178.7\" class=\"pp-median-label\" text-anchor=\"end\">median $309k</text><rect x=\"62.8\" y=\"196.8\" width=\"22.3\" height=\"19.2\" class=\"pp-bar\"><title>FA252119FA161 — $189k — Department of Defense — 2019-06-14</title></rect><rect x=\"98.8\" y=\"166.4\" width=\"22.3\" height=\"49.6\" class=\"pp-bar\"><title>FA303019FA057 — $490k — Department of Defense — 2019-06-28</title></rect><rect x=\"134.8\" y=\"213.3\" width=\"22.3\" height=\"2.7\" class=\"pp-bar\"><title>693JJ619F000082 — $26k — Department of Transportation — 2019-09-04</title></rect><rect x=\"170.8\" y=\"184.7\" width=\"22.3\" height=\"31.3\" class=\"pp-bar\"><title>2043FY21F00071 — $309k — Department of the Treasury — 2021-09-01</title></rect><rect x=\"206.8\" y=\"160.1\" width=\"22.3\" height=\"55.9\" class=\"pp-bar\"><title>75F40122F80014 — $552k — Department of Health and Human Services — 2021-12-06</title></rect><rect x=\"242.8\" y=\"213.6\" width=\"22.3\" height=\"2.4\" class=\"pp-bar\"><title>FA239622P0052 — $24k — Department of Defense — 2022-03-24</title></rect><rect x=\"278.8\" y=\"204.6\" width=\"22.3\" height=\"11.4\" class=\"pp-bar\"><title>2043FY22F00072 — $113k — Department of the Treasury — 2022-09-30</title></rect><rect x=\"314.8\" y=\"160.3\" width=\"22.3\" height=\"55.7\" class=\"pp-bar\"><title>75F40124F80015 — $550k — Department of Health and Human Services — 2023-12-06</title></rect><rect x=\"350.8\" y=\"208.5\" width=\"22.3\" height=\"7.5\" class=\"pp-bar\"><title>FA282324FE105 — $74k — Department of Defense — 2024-03-06</title></rect><rect x=\"386.8\" y=\"40.3\" width=\"22.3\" height=\"175.7\" class=\"pp-bar\"><title>15F06724F0000959 — $1.7M — Department of Justice — 2024-06-03</title></rect><rect x=\"422.8\" y=\"194.5\" width=\"22.3\" height=\"21.5\" class=\"pp-bar\"><title>2032H524F00626 — $213k — Department of the Treasury — 2024-09-16</title></rect><rect x=\"458.8\" y=\"205.4\" width=\"22.3\" height=\"10.6\" class=\"pp-bar\"><title>FA303025FG006 — $104k — Department of Defense — 2024-10-18</title></rect><rect x=\"494.8\" y=\"24.0\" width=\"22.3\" height=\"192.0\" class=\"pp-bar\"><title>15F06725F0001040 — $1.9M — Department of Justice — 2025-06-03</title></rect><rect x=\"530.8\" y=\"200.0\" width=\"22.3\" height=\"16.0\" class=\"pp-bar\"><title>FA865225F0050 — $158k — Department of Defense — 2025-09-15</title></rect><rect x=\"566.8\" y=\"198.7\" width=\"22.3\" height=\"17.3\" class=\"pp-bar\"><title>M6785426F4407 — $171k — Department of Defense — 2026-02-25</title></rect><rect x=\"602.8\" y=\"203.5\" width=\"22.3\" height=\"12.5\" class=\"pp-bar\"><title>FA865226F0012 — $124k — Department of Defense — 2026-02-26</title></rect><rect x=\"638.8\" y=\"191.6\" width=\"22.3\" height=\"24.4\" class=\"pp-bar\"><title>FA865226F0013 — $241k — Department of Defense — 2026-02-27</title></rect><rect x=\"674.8\" y=\"43.7\" width=\"22.3\" height=\"172.3\" class=\"pp-bar\"><title>15F06726F0000789 — $1.7M — Department of Justice — 2026-06-03</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-06-14</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-06-03</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (18 awards, obligated)</text></svg>",
      "published_date": "2026-09-09",
      "url": "/marklogic/",
      "changelog": [
        {
          "date": "2026-09-07",
          "note": "Initial publication: 18 awards, $23,674–$1,896,996."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $23,674 -> $26,187"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "snowflake",
      "product_name": "Snowflake",
      "vendor": "Snowflake Inc.",
      "list_price": {
        "value": 2.0,
        "unit": "USD per credit",
        "publisher": "Snowflake Inc.",
        "url": "https://www.snowflake.com/legal-files/CreditConsumptionTable.pdf",
        "quote": "Table 2(a): On Demand Platform Credit Pricing — AWS | US East (Northern Virginia) | $2.00 (Standard)",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "75R60221F80088",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2021-08-01",
          "end_date": "2022-07-31",
          "amount": 195149.81,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "SNOWFLAKE MAINTENANCE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60221F80088_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "20343021F00078",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of the Treasury",
          "sub_agency": "Bureau of the Fiscal Service",
          "action_date": "2021-09-30",
          "end_date": "2024-09-29",
          "amount": 237585.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE CLOUD DATA WAREHOUSE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_20343021F00078_2036_NNG15SC82B_8000"
        },
        {
          "award_id": "19AQMM22P0416",
          "recipient": "BLACKWOOD ASSOCIATES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2022-04-01",
          "end_date": "2025-03-31",
          "amount": 69654.09,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SOFTWARE SUBSCRIPTION",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM22P0416_1900_-NONE-_-NONE-"
        },
        {
          "award_id": "75R60222F80051",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2022-04-27",
          "end_date": "2025-04-26",
          "amount": 193280.88,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "RENEWAL & ADDITIONAL SNOWFLAKE LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60222F80051_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "75R60223F80119",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2023-08-10",
          "end_date": "2024-08-09",
          "amount": 19030.88,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE PROFESSIONAL SERVICE HOURS (BPHC)",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60223F80119_7526_HHSN316201500041W_7529"
        },
        {
          "award_id": "1331L523F13160583",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "Office of the Secretary",
          "action_date": "2023-09-29",
          "end_date": "2024-09-28",
          "amount": 44764.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1331L523F13160583_1301_1331L523A13ES0070_1301"
        },
        {
          "award_id": "1605TB24F00038",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Labor",
          "sub_agency": "Office of the Assistant Secretary for Administration and Management",
          "action_date": "2024-03-18",
          "end_date": "2027-03-17",
          "amount": 314963.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE DATA CLOUD WAREHOUSE CAPACITY",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1605TB24F00038_1605_NNG15SD74B_8000"
        },
        {
          "award_id": "273FCC24F0056",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2024-04-29",
          "end_date": "2025-03-24",
          "amount": 73409.89,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SOFTWARE LICENSES.",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_273FCC24F0056_2700_NNG15SD74B_8000"
        },
        {
          "award_id": "1331L524F0640",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "Office of the Secretary",
          "action_date": "2024-09-29",
          "end_date": "2025-09-28",
          "amount": 44764.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SUBSCRIPTION",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1331L524F0640_1301_1331L523A13ES0070_1301"
        },
        {
          "award_id": "75R60225F80053",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2025-05-06",
          "end_date": "2030-05-05",
          "amount": 58669.79,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "OIT- SOFTWARE179 C 6685-SNOWFLAKE CLOUD DATA WAREHOUSE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60225F80053_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "70T03025F7667N101",
          "recipient": "DELOITTE CONSULTING LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2025-09-29",
          "end_date": "2026-09-28",
          "amount": 97355.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "THIS BPA CALL IS FOR THE DEVELOPMENT OF THE SNOWFLAKE BUSINESS CRITICAL",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70T03025F7667N101_7013_70T03024A7667N003_7013"
        },
        {
          "award_id": "15DDHQ26F00000002",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Justice",
          "sub_agency": "Drug Enforcement Administration",
          "action_date": "2025-11-01",
          "end_date": "2026-10-31",
          "amount": 185615.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TITLE: DRT, SNOWFLAKE CLOUD DATA WAREHOUSE REQUESTOR: NICOLE R WILLS-HOWELL ITJA#: ITJA0016148 POP DATES: 11/01/2025 TO 10/31/2026",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15DDHQ26F00000002_1524_NNG15SD26B_8000"
        },
        {
          "award_id": "75R60226F80025",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2026-02-09",
          "end_date": "2027-02-08",
          "amount": 307979.07,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "OIT- MAINT25 C 7543- SNOWFLAKE CLOUD DATA WAREHOUSE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60226F80025_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "N6600126P6049",
          "recipient": "IGNITE DIGITAL FEDERAL SERVICES, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2026-02-26",
          "end_date": "2027-02-26",
          "amount": 120000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE DATA WAREHOUSING AND EMBEDDED SOLUTIONS ENGINEER.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6600126P6049_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "1331L526F0255",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "Office of the Secretary",
          "action_date": "2026-07-14",
          "end_date": "2027-07-13",
          "amount": 99500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SUBSCRIPTION",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1331L526F0255_1301_1331L523A13ES0070_1301"
        },
        {
          "award_id": "15JC1V26F00000172",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Justice",
          "sub_agency": "Offices, Boards and Divisions",
          "action_date": "2026-09-25",
          "end_date": "2027-09-24",
          "amount": 55908.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE CLOUD DATA WAREHOUSE ACCESS FOR CIVIL DIVISION",
          "psc_code": "DB10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15JC1V26F00000172_1501_NNG15SC82B_8000"
        },
        {
          "award_id": "70T03026F7667N099",
          "recipient": "DELOITTE CONSULTING LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 97395.03,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SOFTWARE LICENSES",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70T03026F7667N099_7013_70T03024A7667N003_7013"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "75R60226F80025",
          "excerpt": "OIT- MAINT25 C 7543- SNOWFLAKE CLOUD DATA WAREHOUSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "75R60221F80088",
          "excerpt": "SNOWFLAKE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "75R60222F80051",
          "excerpt": "RENEWAL & ADDITIONAL SNOWFLAKE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "75R60222F80051",
          "excerpt": "RENEWAL & ADDITIONAL SNOWFLAKE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L526F0255",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L526F0255",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70T03026F7667N099",
          "excerpt": "SNOWFLAKE SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "273FCC24F0056",
          "excerpt": "SNOWFLAKE SOFTWARE LICENSES."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22P0416",
          "excerpt": "SNOWFLAKE SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM22P0416",
          "excerpt": "SNOWFLAKE SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F0640",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F0640",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13160583",
          "excerpt": "CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L523F13160583",
          "excerpt": "CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 10,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 10,
        "low": 44764.55,
        "p25": 70593.04,
        "median": 99500.0,
        "p75": 194682.58,
        "high": 314963.1,
        "from": "2021-08-01",
        "to": "2026-09-30"
      },
      "clean_count": 10,
      "scope_counts": {
        "license": 7,
        "renewal": 3,
        "unknown": 6,
        "services": 1
      },
      "observed_low": 44764.55,
      "observed_high": 314963.1,
      "observed_median": 99500.0,
      "observed_total": 1440860.97,
      "award_count": 17,
      "agency_count": 9,
      "date_range": {
        "from": "2021-08-01",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Snowflake",
      "slug": "snowflake",
      "prose": {
        "answer_lead": "Public agencies have awarded 17 contracts naming Snowflake, from $44,765 to $314,963, each traced to a USAspending record. 10 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "No supported facts were provided in the evidence.",
        "faq": [
          {
            "question": "How much have agencies paid for Snowflake licenses?",
            "answer": "Public agencies have recorded contract awards for Snowflake licenses ranging from $44,764.55 to $314,963.10. For instance, the Department of Commerce had a 'CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION' award for $44,764.55, while the Department of Labor recorded a 'SNOWFLAKE DATA CLOUD WAREHOUSE CAPACITY' award for $314,963.10. The median award for licenses and renewals is $99,500.",
            "award_ids": [
              "1331L523F13160583",
              "1605TB24F00038",
              "1331L524F0640",
              "273FCC24F0056",
              "19AQMM22P0416",
              "1331L526F0255",
              "70T03026F7667N099"
            ]
          },
          {
            "question": "What is the typical range of contract awards for Snowflake licenses and renewals?",
            "answer": "The median award amount for licence and renewal awards is $99,500. The lowest observed award in this category was $44,764.55, and the highest was $314,963.10.",
            "award_ids": [
              "1331L523F13160583",
              "1605TB24F00038",
              "1331L524F0640",
              "273FCC24F0056",
              "19AQMM22P0416",
              "1331L526F0255",
              "70T03026F7667N099",
              "75R60221F80088",
              "75R60222F80051",
              "75R60226F80025"
            ]
          },
          {
            "question": "Are there hidden fees or additional costs associated with Snowflake contracts?",
            "answer": "The provided contract records indicate that some awards include services in addition to licenses or renewals. For example, the Department of Homeland Security had an award for $97,355.52 for 'DEVELOPMENT OF THE SNOWFLAKE BUSINESS CRITICAL'.",
            "award_ids": [
              "70T03025F7667N101",
              "75R60223F80119"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have recorded contract awards for Snowflake from $44,764.55 to $",
            "Public agencies have recorded contract awards for Snowflake from $44,764.55 to $",
            "Buyers should note that renewal awards for Snowflake have varied significantly. ",
            "The Department of Health and Human Services recorded a 'SNOWFLAKE MAINTENANCE RE",
            "Based on 10 licence and renewal awards, the typical range for Snowflake contract",
            "The provided contract records indicate that some awards include services in addi"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 17 public contract awards from 9 awarding agencies.",
          "The figures below are computed from 10 licence and renewal awards; the other 7 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.2, and the highest is 7.0 times the lowest.",
          "5 of 17 awards (29%) come from Department of Health and Human Services.",
          "The most frequent recipient across these awards is NEW TECH SOLUTIONS, INC., on 6 awards (35%).",
          "The records span 2021-08-01 to 2026-09-30."
        ],
        "numbers": [
          29,
          35,
          7.0,
          2.2,
          9,
          5,
          6,
          10,
          7
        ],
        "basis_sentence": "The figures below are computed from 10 licence and renewal awards; the other 7 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 7,
          "renewal": 3,
          "unknown": 6,
          "services": 1
        },
        "agency_names": [
          "Department of Health and Human Services",
          "Department of Commerce",
          "Department of Homeland Security",
          "Department of Justice",
          "Department of the Treasury",
          "Department of State",
          "Department of Labor",
          "Federal Communications Commission",
          "Department of Defense"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 5,
          "Department of the Treasury": 1,
          "Department of State": 1,
          "Department of Commerce": 3,
          "Department of Labor": 1,
          "Federal Communications Commission": 1,
          "Department of Homeland Security": 2,
          "Department of Justice": 2,
          "Department of Defense": 1
        },
        "recipient_counts": {
          "NEW TECH SOLUTIONS, INC.": 6,
          "BLACKWOOD ASSOCIATES, INC.": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 3,
          "SOFTWARE INFORMATION RESOURCE CORP.": 2,
          "DELOITTE CONSULTING LLP": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "IGNITE DIGITAL FEDERAL SERVICES, LLC": 1
        },
        "top_agency": "Department of Health and Human Services",
        "top_recipient": "NEW TECH SOLUTIONS, INC.",
        "spread_ratio": 7.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Snowflake\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$157k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$315k</text><line x1=\"56\" y1=\"155.3\" x2=\"704\" y2=\"155.3\" class=\"pp-median\"/><text x=\"704\" y=\"149.3\" class=\"pp-median-label\" text-anchor=\"end\">median $100k</text><rect x=\"63.2\" y=\"97.0\" width=\"23.6\" height=\"119.0\" class=\"pp-bar\"><title>75R60221F80088 — $195k — Department of Health and Human Services — 2021-08-01</title></rect><rect x=\"101.4\" y=\"71.2\" width=\"23.6\" height=\"144.8\" class=\"pp-bar\"><title>20343021F00078 — $238k — Department of the Treasury — 2021-09-30</title></rect><rect x=\"139.5\" y=\"173.5\" width=\"23.6\" height=\"42.5\" class=\"pp-bar\"><title>19AQMM22P0416 — $70k — Department of State — 2022-04-01</title></rect><rect x=\"177.6\" y=\"98.2\" width=\"23.6\" height=\"117.8\" class=\"pp-bar\"><title>75R60222F80051 — $193k — Department of Health and Human Services — 2022-04-27</title></rect><rect x=\"215.7\" y=\"204.4\" width=\"23.6\" height=\"11.6\" class=\"pp-bar\"><title>75R60223F80119 — $19k — Department of Health and Human Services — 2023-08-10</title></rect><rect x=\"253.8\" y=\"188.7\" width=\"23.6\" height=\"27.3\" class=\"pp-bar\"><title>1331L523F13160583 — $45k — Department of Commerce — 2023-09-29</title></rect><rect x=\"291.9\" y=\"24.0\" width=\"23.6\" height=\"192.0\" class=\"pp-bar\"><title>1605TB24F00038 — $315k — Department of Labor — 2024-03-18</title></rect><rect x=\"330.1\" y=\"171.2\" width=\"23.6\" height=\"44.8\" class=\"pp-bar\"><title>273FCC24F0056 — $73k — Federal Communications Commission — 2024-04-29</title></rect><rect x=\"368.2\" y=\"188.7\" width=\"23.6\" height=\"27.3\" class=\"pp-bar\"><title>1331L524F0640 — $45k — Department of Commerce — 2024-09-29</title></rect><rect x=\"406.3\" y=\"180.2\" width=\"23.6\" height=\"35.8\" class=\"pp-bar\"><title>75R60225F80053 — $59k — Department of Health and Human Services — 2025-05-06</title></rect><rect x=\"444.4\" y=\"156.7\" width=\"23.6\" height=\"59.3\" class=\"pp-bar\"><title>70T03025F7667N101 — $97k — Department of Homeland Security — 2025-09-29</title></rect><rect x=\"482.5\" y=\"102.8\" width=\"23.6\" height=\"113.2\" class=\"pp-bar\"><title>15DDHQ26F00000002 — $186k — Department of Justice — 2025-11-01</title></rect><rect x=\"520.7\" y=\"28.3\" width=\"23.6\" height=\"187.7\" class=\"pp-bar\"><title>75R60226F80025 — $308k — Department of Health and Human Services — 2026-02-09</title></rect><rect x=\"558.8\" y=\"142.8\" width=\"23.6\" height=\"73.2\" class=\"pp-bar\"><title>N6600126P6049 — $120k — Department of Defense — 2026-02-26</title></rect><rect x=\"596.9\" y=\"155.3\" width=\"23.6\" height=\"60.7\" class=\"pp-bar\"><title>1331L526F0255 — $100k — Department of Commerce — 2026-07-14</title></rect><rect x=\"635.0\" y=\"181.9\" width=\"23.6\" height=\"34.1\" class=\"pp-bar\"><title>15JC1V26F00000172 — $56k — Department of Justice — 2026-09-25</title></rect><rect x=\"673.1\" y=\"156.6\" width=\"23.6\" height=\"59.4\" class=\"pp-bar\"><title>70T03026F7667N099 — $97k — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-08-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (17 awards, obligated)</text></svg>",
      "published_date": "2026-09-06",
      "url": "/snowflake/",
      "changelog": [
        {
          "date": "2026-09-10",
          "note": "Initial publication: 21 awards, $5,082–$314,963."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: award count 21 -> 17; lowest observed $5,082 -> $44,765"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "pentaho",
      "product_name": "Pentaho",
      "vendor": "Hitachi Vantara",
      "list_price": null,
      "awards": [
        {
          "award_id": "2033H619F00038",
          "recipient": "COPPER RIVER INFORMATION TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of the Treasury",
          "sub_agency": "Bureau of the Fiscal Service",
          "action_date": "2018-11-01",
          "end_date": "2023-10-31",
          "amount": 447600.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2033H619F00038_2036_NNG15SC64B_8000"
        },
        {
          "award_id": "HC102820F0608",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2020-05-29",
          "end_date": "2025-05-30",
          "amount": 681668.8,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102820F0608_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "68HERD21F0104",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Environmental Protection Agency",
          "sub_agency": "Environmental Protection Agency",
          "action_date": "2021-04-21",
          "end_date": "2023-04-14",
          "amount": 216000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SOFTWARE: PENTAHO PREMIUM PLATFORM SUBSCRIPTION FOR ORD/CCTE/SCDCD",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_68HERD21F0104_6800_GS35F0119Y_4732"
        },
        {
          "award_id": "80NSSC22F0173",
          "recipient": "FEDBIZ IT SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2021-11-15",
          "end_date": "2022-11-14",
          "amount": 85356.08,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THIS PURCHASE ORDER IS FOR PENTAHO RENEWAL AND MAINTENANCE AS PER ATTACHED QUOTE FB10072439...PERIOD OF PERFORMANCE: 11/15/2021 - 11/14/2022.",
          "psc_code": "DA10",
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        {
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        },
        {
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          "match_method": "description",
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          "amount_basis": "obligated",
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          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B24F0183_3600_NNG15SD19B_8000"
        },
        {
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          "recipient": "CARAHSOFT TECHNOLOGY CORP",
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          "amount_basis": "obligated",
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          "psc_code": "7A21",
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        },
        {
          "award_id": "N0018925FR084",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-05-29",
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          "amount": 268801.19,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PENTAHO SOFTWARE LICENSES AND SERVICES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018925FR084_9700_NNG15SD05B_8000"
        },
        {
          "award_id": "HC102825F0584",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
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          "amount": 335600.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
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          "scope": "license",
          "scope_reason": "licence or subscription",
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        },
        {
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          "recipient": "DH TECHNOLOGIES, INC.",
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          "amount_basis": "obligated",
          "evidence_type": "contract_total",
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          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PENTAHO",
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          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102825F1377_9700_NNG15SC70B_8000"
        },
        {
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Government Accountability Office",
          "sub_agency": "GAO, Except Comptroller General",
          "action_date": "2026-09-30",
          "end_date": "2027-09-27",
          "amount": 346220.14,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "THIS REQUEST IS TO PURCHASE SOFTWARE MAINTENANCE LISTED BELOW THROUGH THE BUYIT SW MARKETPLACE: FORCEPOINT VERITAS TABFUSION SOLARWINDS PENTAHO",
          "psc_code": "DF01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_05GA0A26F0078_0559_NNG15SD11B_8000"
        },
        {
          "award_id": "7571TE26F80435",
          "recipient": "REGENCY CONSULTING INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 63887.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "PENTAHO SOFTWARE LICENSE RENEWAL PART NUMBER: STD-PDI-S1M-8.P QUANTITY: 1 PERIOD OF PERFORMANCE: 9/30/2026 - 9/29/2027",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_7571TE26F80435_7571_NNG15SD61B_8000"
        },
        {
          "award_id": "7571TE26F80393",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 40790.29,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_7571TE26F80393_7571_NNG15SD26B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "HC102820F0608",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "2033H619F00038",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "2033H619F00038",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "2033H619F00038",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION"
        },
        {
          "pattern": "integration",
          "award_id": "36C10B24F0183",
          "excerpt": "PENTAHO DATA INTEGRATION PREMIUM ENTERPRISE EDITION FOR INBOUND ERX"
        },
        {
          "pattern": "renewal",
          "award_id": "05GA0A26F0078",
          "excerpt": "THIS REQUEST IS TO PURCHASE SOFTWARE MAINTENANCE LISTED BELOW THROUGH THE BUYIT SW MARKETPLACE:  FORCEPOINT VERITAS TABFUSION SOLARWINDS PENTAHO"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102825F0584",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "HC102825F0584",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "N0018925FR084",
          "excerpt": "PENTAHO SOFTWARE LICENSES AND SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "2033H624F00021",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "2033H624F00021",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HQ042323F0115",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "HQ042323F0115",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "68HERD21F0104",
          "excerpt": "SOFTWARE: PENTAHO PREMIUM PLATFORM SUBSCRIPTION FOR ORD/CCTE/SCDCD"
        },
        {
          "pattern": "licences",
          "award_id": "68HERD21F0104",
          "excerpt": "SOFTWARE: PENTAHO PREMIUM PLATFORM SUBSCRIPTION FOR ORD/CCTE/SCDCD"
        },
        {
          "pattern": "renewal",
          "award_id": "68HE0B23F0072",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION. BASE PLUS ONE (1) OPTION YEAR"
        },
        {
          "pattern": "licences",
          "award_id": "68HE0B23F0072",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION. BASE PLUS ONE (1) OPTION YEAR"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22FA824",
          "excerpt": "PENTAHO LICENSE RENEWAL FOR IMPALA"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC22FA824",
          "excerpt": "PENTAHO LICENSE RENEWAL FOR IMPALA"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22F0173",
          "excerpt": "THIS PURCHASE ORDER IS FOR PENTAHO RENEWAL AND MAINTENANCE AS PER ATTACHED QUOTE FB10072439...PERIOD OF PERFORMANCE: 11/15/2021 - 11/14/2022."
        },
        {
          "pattern": "renewal",
          "award_id": "68HE0B25F0073",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "68HE0B25F0073",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "HQ042323F0025",
          "excerpt": "PENTAHO SOFTWARE LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "HQ042323F0025",
          "excerpt": "PENTAHO SOFTWARE LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26F80435",
          "excerpt": "PENTAHO SOFTWARE LICENSE RENEWAL  PART NUMBER: STD-PDI-S1M-8.P QUANTITY: 1 PERIOD OF PERFORMANCE: 9/30/2026 - 9/29/2027"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80435",
          "excerpt": "PENTAHO SOFTWARE LICENSE RENEWAL  PART NUMBER: STD-PDI-S1M-8.P QUANTITY: 1 PERIOD OF PERFORMANCE: 9/30/2026 - 9/29/2027"
        },
        {
          "pattern": "support",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        },
        {
          "pattern": "integration",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 13,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 13,
        "low": 40790.29,
        "p25": 84517.08,
        "median": 216000.0,
        "p75": 268545.6,
        "high": 447600.0,
        "from": "2018-11-01",
        "to": "2026-09-30"
      },
      "clean_count": 13,
      "scope_counts": {
        "unknown": 1,
        "support": 2,
        "license": 7,
        "services": 1,
        "renewal": 6
      },
      "observed_low": 40790.29,
      "observed_high": 447600.0,
      "observed_median": 216000.0,
      "observed_total": 2451788.44,
      "award_count": 17,
      "agency_count": 7,
      "date_range": {
        "from": "2018-11-01",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Pentaho",
      "slug": "pentaho",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Pentaho from Hitachi Vantara. The lowest recorded contract amount is $40,790.29, and the highest recorded contract amount is $447,600.",
        "renewal_watch": "The median award for Pentaho licenses and renewals is $216,000.",
        "faq": [
          {
            "question": "How much have US public agencies paid for Pentaho licenses and renewals?",
            "answer": "US public agencies have awarded contracts for Pentaho licenses and renewals with amounts ranging from $40,790.29 to $447,600. The median contract amount for these 13 awards is $216,000. The total observed spending across all 17 contract awards for Pentaho is $2,451,788.44.",
            "award_ids": []
          },
          {
            "question": "What is the typical range for Pentaho license and renewal contracts?",
            "answer": "The typical range for Pentaho license and renewal contracts, based on 13 awards, falls between $84,517.08 (25th percentile) and $268,545.60 (75th percentile). The median contract amount within this band is $216,000.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that include both Pentaho licenses and services?",
            "answer": "Yes, at least one contract explicitly mentions both licenses and services. For example, an award from the Department of Defense for $268,801.19 is described as 'PENTAHO SOFTWARE LICENSES AND SERVICES'.",
            "award_ids": [
              "N0018925FR084",
              "36C10B24F0183"
            ]
          },
          {
            "question": "What is the lowest observed contract amount for a Pentaho license or renewal?",
            "answer": "The lowest observed contract amount for a Pentaho license or renewal is $40,790.29.",
            "award_ids": [
              "7571TE26F80393"
            ]
          },
          {
            "question": "What is the highest observed contract amount for a Pentaho license or renewal?",
            "answer": "The highest observed contract amount for a Pentaho license or renewal is $447,600. This award from the Department of the Treasury is for 'PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION' and is scoped as a license.",
            "award_ids": [
              "2033H619F00038"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are based on awards for Pentaho from Hitachi Vantara."
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Pentaho from Hitachi Vantara with ",
            "US public agencies have awarded contracts for Pentaho from Hitachi Vantara with ",
            "When considering renewal for Pentaho, agencies should note the range of observed",
            "Yes, at least one contract explicitly mentions both licenses and services. For e",
            "The lowest observed contract amount for a Pentaho license or renewal is $40,790.",
            "The lowest observed contract amount for a Pentaho license or renewal is $40,790."
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 17 public contract awards from 7 awarding agencies.",
          "The figures below are computed from 13 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.3, and the highest is 11.0 times the lowest.",
          "6 of 17 awards (35%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 4 awards (24%).",
          "The records span 2018-11-01 to 2026-09-30."
        ],
        "numbers": [
          35,
          24,
          11.0,
          5.3,
          7,
          6,
          4,
          13,
          4
        ],
        "basis_sentence": "The figures below are computed from 13 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 1,
          "support": 2,
          "license": 7,
          "services": 1,
          "renewal": 6
        },
        "agency_names": [
          "Department of Defense",
          "Environmental Protection Agency",
          "Department of the Treasury",
          "National Aeronautics and Space Administration",
          "Department of Health and Human Services",
          "Department of Veterans Affairs",
          "Government Accountability Office"
        ],
        "agency_counts": {
          "Department of the Treasury": 2,
          "Department of Defense": 6,
          "Environmental Protection Agency": 3,
          "National Aeronautics and Space Administration": 2,
          "Department of Veterans Affairs": 1,
          "Government Accountability Office": 1,
          "Department of Health and Human Services": 2
        },
        "recipient_counts": {
          "COPPER RIVER INFORMATION TECHNOLOGY, LLC": 2,
          "NEW TECH SOLUTIONS, INC.": 1,
          "CARAHSOFT TECHNOLOGY CORP": 4,
          "FEDBIZ IT SOLUTIONS LLC": 2,
          "INTEGRATION TECHNOLOGIES GROUP, INC.": 1,
          "ALVAREZ LLC": 1,
          "WILDFLOWER INTERNATIONAL, LTD.": 1,
          "DH TECHNOLOGIES, INC.": 2,
          "GOVSMART, INC.": 1,
          "REGENCY CONSULTING INC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 11.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Pentaho\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$911k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.8M</text><line x1=\"56\" y1=\"193.2\" x2=\"704\" y2=\"193.2\" class=\"pp-median\"/><text x=\"704\" y=\"187.2\" class=\"pp-median-label\" text-anchor=\"end\">median $216k</text><rect x=\"63.2\" y=\"168.8\" width=\"23.6\" height=\"47.2\" class=\"pp-bar\"><title>2033H619F00038 — $448k — Department of the Treasury — 2018-11-01</title></rect><rect x=\"101.4\" y=\"144.2\" width=\"23.6\" height=\"71.8\" class=\"pp-bar\"><title>HC102820F0608 — $682k — Department of Defense — 2020-05-29</title></rect><rect x=\"139.5\" y=\"193.2\" width=\"23.6\" height=\"22.8\" class=\"pp-bar\"><title>68HERD21F0104 — $216k — Environmental Protection Agency — 2021-04-21</title></rect><rect x=\"177.6\" y=\"207.0\" width=\"23.6\" height=\"9.0\" class=\"pp-bar\"><title>80NSSC22F0173 — $85k — National Aeronautics and Space Administration — 2021-11-15</title></rect><rect x=\"215.7\" y=\"207.3\" width=\"23.6\" height=\"8.7\" class=\"pp-bar\"><title>HQ042323F0025 — $82k — Department of Defense — 2022-10-01</title></rect><rect x=\"253.8\" y=\"206.7\" width=\"23.6\" height=\"9.3\" class=\"pp-bar\"><title>80NSSC22FA824 — $88k — National Aeronautics and Space Administration — 2022-11-15</title></rect><rect x=\"291.9\" y=\"193.2\" width=\"23.6\" height=\"22.8\" class=\"pp-bar\"><title>68HE0B23F0072 — $216k — Environmental Protection Agency — 2023-05-01</title></rect><rect x=\"330.1\" y=\"189.2\" width=\"23.6\" height=\"26.8\" class=\"pp-bar\"><title>HQ042323F0115 — $254k — Department of Defense — 2023-10-01</title></rect><rect x=\"368.2\" y=\"187.7\" width=\"23.6\" height=\"28.3\" class=\"pp-bar\"><title>2033H624F00021 — $269k — Department of the Treasury — 2023-11-01</title></rect><rect x=\"406.3\" y=\"178.7\" width=\"23.6\" height=\"37.3\" class=\"pp-bar\"><title>36C10B24F0183 — $354k — Department of Veterans Affairs — 2024-06-20</title></rect><rect x=\"444.4\" y=\"207.1\" width=\"23.6\" height=\"8.9\" class=\"pp-bar\"><title>68HE0B25F0073 — $85k — Environmental Protection Agency — 2025-04-30</title></rect><rect x=\"482.5\" y=\"187.7\" width=\"23.6\" height=\"28.3\" class=\"pp-bar\"><title>N0018925FR084 — $269k — Department of Defense — 2025-05-29</title></rect><rect x=\"520.7\" y=\"180.6\" width=\"23.6\" height=\"35.4\" class=\"pp-bar\"><title>HC102825F0584 — $336k — Department of Defense — 2025-05-31</title></rect><rect x=\"558.8\" y=\"24.0\" width=\"23.6\" height=\"192.0\" class=\"pp-bar\"><title>HC102825F1377 — $1.8M — Department of Defense — 2025-09-30</title></rect><rect x=\"596.9\" y=\"179.5\" width=\"23.6\" height=\"36.5\" class=\"pp-bar\"><title>05GA0A26F0078 — $346k — Government Accountability Office — 2026-09-30</title></rect><rect x=\"635.0\" y=\"209.3\" width=\"23.6\" height=\"6.7\" class=\"pp-bar\"><title>7571TE26F80435 — $64k — Department of Health and Human Services — 2026-09-30</title></rect><rect x=\"673.1\" y=\"211.7\" width=\"23.6\" height=\"4.3\" class=\"pp-bar\"><title>7571TE26F80393 — $41k — Department of Health and Human Services — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-11-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (17 awards, obligated)</text></svg>",
      "published_date": "2026-09-07",
      "url": "/pentaho/",
      "changelog": [
        {
          "date": "2026-09-05",
          "note": "Initial publication: 17 awards, $40,790–$1,822,563."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $1,822,563 -> $447,600"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
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          "excerpt": "NEO4J ENTERPRISE EDITION DISCOVERY BUNDLE 1 $69,000 FOR 1 YEAR SUBSCRIPTION. THIS APPLICATION IS REQUIRED TO ANALYZE AND PROCESS BULK DATA IN SUPPORT OF THE CTT ILLICIT FINANCE TEA.."
        },
        {
          "pattern": "licences",
          "award_id": "15DDHQ23F00001214",
          "excerpt": "NEO4J ENTERPRISE EDITION DISCOVERY BUNDLE 1 $69,000 FOR 1 YEAR SUBSCRIPTION. THIS APPLICATION IS REQUIRED TO ANALYZE AND PROCESS BULK DATA IN SUPPORT OF THE CTT ILLICIT FINANCE TEA.."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00299",
          "excerpt": "THE ANNUAL RENEWAL OF NEO4J-UNLIMITED LICENSE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00299",
          "excerpt": "THE ANNUAL RENEWAL OF NEO4J-UNLIMITED LICENSE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK24F00202",
          "excerpt": "ITAR-24-1094 SLI# 50254 CIP#: M310000 NEO4J-UNLIMITED LICENSED DEVELOPERS USING THEIR PERSONAL MACHINE FOR CTI GRAPH PROJECT."
        },
        {
          "pattern": "renewal",
          "award_id": "2032H825F00052",
          "excerpt": "ONE (1) NEO4JEBGDSSP-512GB-SIGN, CONSISTS OF: NEO4J BASE SUBSCRIPTION BUNDLE INCLUDING THE FOLLOWING CONFIGURATION: NEO4J ENTERPRISE EDITION ENTERPRISE BUNDLE: 24 CORES AND 512GB PER MACHINE. 4 PRODUC"
        },
        {
          "pattern": "licences",
          "award_id": "2032H825F00052",
          "excerpt": "ONE (1) NEO4JEBGDSSP-512GB-SIGN, CONSISTS OF: NEO4J BASE SUBSCRIPTION BUNDLE INCLUDING THE FOLLOWING CONFIGURATION: NEO4J ENTERPRISE EDITION ENTERPRISE BUNDLE: 24 CORES AND 512GB PER MACHINE. 4 PRODUC"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 12,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 12,
        "low": 60282.2,
        "p25": 69225.0,
        "median": 165000.0,
        "p75": 199650.0,
        "high": 4498388.91,
        "from": "2017-09-22",
        "to": "2026-02-06"
      },
      "clean_count": 12,
      "scope_counts": {
        "renewal": 5,
        "unknown": 4,
        "license": 7
      },
      "observed_low": 60282.2,
      "observed_high": 4498388.91,
      "observed_median": 165000.0,
      "observed_total": 6469148.18,
      "award_count": 16,
      "agency_count": 8,
      "date_range": {
        "from": "2017-09-22",
        "to": "2026-02-06"
      },
      "last_verified": "2026-10-05",
      "name": "Neo4j",
      "slug": "neo4j",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Neo4j. The lowest recorded contract amount is $60,282.20. The highest recorded contract amount is $4,498,388.91.",
        "renewal_watch": "A renewal award from the Department of Transportation was for $60,282.20.",
        "faq": [
          {
            "question": "How much does Neo4j cost for US public agencies?",
            "answer": "The median contract total for these awards is $165,000.",
            "award_ids": []
          },
          {
            "question": "What is the typical contract amount for Neo4j licenses and renewals?",
            "answer": "For Neo4j licenses and renewals, the observed contract totals for US public agencies typically fall between $69,225 and $199,650, based on 12 awards. The median contract total within this range is $165,000. The lowest recorded award was $60,282.20, and the highest was $4,498,388.91.",
            "award_ids": []
          },
          {
            "question": "What is included in a Neo4j license or renewal contract?",
            "answer": "Contract descriptions indicate various inclusions.",
            "award_ids": [
              "HTC71122FD025",
              "FA860423FB020",
              "15DDHQ23F00001214",
              "697DCK24F00202",
              "2032H825C00013"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "Some awards include specific terms that may affect the overall cost.",
            "For example, one renewal award for $4,498,388.91 from the Department of the Treasury explicitly states it 'INCLUDES A WARRANTY.' Other awards mention 'software maintenance renewal' or 'subscription.'",
            "empty_faq_answer: Are there hidden fees or additional costs associated with Neo4j contracts?",
            "Some awards are for 'NEO4J ENTERPRISE EDITION DISCOVERY BUNDLE' or 'NEO4J-UNLIMITED LICENSED DEVELOPERS.'"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Neo4j from a low of $60,282.20 to ",
            "Buyers should note that renewal costs for Neo4j have varied significantly among ",
            "A renewal award from the Department of Transportation was for $60,282.20. Anothe",
            "Based on 12 license and renewal awards, US public agencies have paid contract to",
            "The provided contract descriptions do not explicitly detail 'hidden fees.' Howev",
            "The provided contract descriptions do not explicitly detail 'hidden fees.' Howev",
            "Contract descriptions indicate various inclusions. Some awards are simply for 'N",
            "Contract descriptions indicate various inclusions. Some awards are for 'NEO4J LI"
          ],
          "faq_in": 4,
          "faq_dropped": 1,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 16 public contract awards from 8 awarding agencies.",
          "The figures below are computed from 12 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.7, and the highest is 74.6 times the lowest.",
          "4 of 16 awards (25%) come from Department of Defense.",
          "The most frequent recipient across these awards is CDW GOVERNMENT LLC, on 3 awards (19%).",
          "The records span 2017-09-22 to 2026-02-06."
        ],
        "numbers": [
          25,
          19,
          74.6,
          2.7,
          8,
          4,
          3,
          12,
          4
        ],
        "basis_sentence": "The figures below are computed from 12 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "renewal": 5,
          "unknown": 4,
          "license": 7
        },
        "agency_names": [
          "Department of Defense",
          "Department of the Treasury",
          "Department of Transportation",
          "Department of Justice",
          "Department of Homeland Security",
          "Government Accountability Office",
          "Securities and Exchange Commission",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Department of Homeland Security": 1,
          "Government Accountability Office": 1,
          "Securities and Exchange Commission": 1,
          "Department of Defense": 4,
          "Department of the Treasury": 3,
          "Department of Justice": 2,
          "Department of Transportation": 3,
          "Department of Veterans Affairs": 1
        },
        "recipient_counts": {
          "ANACAPA MICRO PRODUCTS, INC.": 1,
          "AFFIGENT, LLC": 2,
          "FCN, INC.": 1,
          "ALPHASIX, LLC.": 1,
          "STERLING COMPUTERS CORPORATION": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 2,
          "CDW GOVERNMENT LLC": 3,
          "CARAHSOFT TECHNOLOGY CORP": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "OSI FEDERAL TECHNOLOGIES INC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CDW GOVERNMENT LLC",
        "spread_ratio": 74.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Neo4j\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.5M</text><line x1=\"56\" y1=\"209.0\" x2=\"704\" y2=\"209.0\" class=\"pp-median\"/><text x=\"704\" y=\"203.0\" class=\"pp-median-label\" text-anchor=\"end\">median $165k</text><rect x=\"63.7\" y=\"211.6\" width=\"25.1\" height=\"4.4\" class=\"pp-bar\"><title>HSSCCG17J00136 — $104k — Department of Homeland Security — 2017-09-22</title></rect><rect x=\"104.2\" y=\"170.3\" width=\"25.1\" height=\"45.7\" class=\"pp-bar\"><title>05GA0A20F0039 — $1.1M — Government Accountability Office — 2020-09-28</title></rect><rect x=\"144.7\" y=\"185.4\" width=\"25.1\" height=\"30.6\" class=\"pp-bar\"><title>50310221F0036 — $716k — Securities and Exchange Commission — 2021-03-30</title></rect><rect x=\"185.2\" y=\"207.5\" width=\"25.1\" height=\"8.5\" class=\"pp-bar\"><title>HTC71122FD025 — $198k — Department of Defense — 2021-12-29</title></rect><rect x=\"225.7\" y=\"161.1\" width=\"25.1\" height=\"54.9\" class=\"pp-bar\"><title>2032H522F00518 — $1.3M — Department of the Treasury — 2022-09-19</title></rect><rect x=\"266.2\" y=\"209.0\" width=\"25.1\" height=\"7.0\" class=\"pp-bar\"><title>FA860423FB020 — $165k — Department of Defense — 2022-12-14</title></rect><rect x=\"306.7\" y=\"213.1\" width=\"25.1\" height=\"2.9\" class=\"pp-bar\"><title>15DDHQ23F00001214 — $69k — Department of Justice — 2023-09-30</title></rect><rect x=\"347.2\" y=\"213.4\" width=\"25.1\" height=\"2.6\" class=\"pp-bar\"><title>697DCK24F00202 — $60k — Department of Transportation — 2024-02-08</title></rect><rect x=\"387.7\" y=\"207.6\" width=\"25.1\" height=\"8.4\" class=\"pp-bar\"><title>FA860424FB101 — $196k — Department of Defense — 2024-03-12</title></rect><rect x=\"428.2\" y=\"183.8\" width=\"25.1\" height=\"32.2\" class=\"pp-bar\"><title>2032H524F00177 — $754k — Department of the Treasury — 2024-03-13</title></rect><rect x=\"468.7\" y=\"133.4\" width=\"25.1\" height=\"82.6\" class=\"pp-bar\"><title>36C10B24F0406 — $1.9M — Department of Veterans Affairs — 2024-09-20</title></rect><rect x=\"509.2\" y=\"210.5\" width=\"25.1\" height=\"5.5\" class=\"pp-bar\"><title>15DDHQ24F00000885 — $128k — Department of Justice — 2024-09-30</title></rect><rect x=\"549.7\" y=\"213.4\" width=\"25.1\" height=\"2.6\" class=\"pp-bar\"><title>697DCK25F00299 — $60k — Department of Transportation — 2025-03-28</title></rect><rect x=\"590.2\" y=\"24.0\" width=\"25.1\" height=\"192.0\" class=\"pp-bar\"><title>2032H825C00013 — $4.5M — Department of the Treasury — 2025-04-03</title></rect><rect x=\"630.7\" y=\"207.3\" width=\"25.1\" height=\"8.7\" class=\"pp-bar\"><title>FA860425FB145 — $205k — Department of Defense — 2025-04-10</title></rect><rect x=\"671.2\" y=\"213.0\" width=\"25.1\" height=\"3.0\" class=\"pp-bar\"><title>697DCK26F00197 — $69k — Department of Transportation — 2026-02-06</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-09-22</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-02-06</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (16 awards, obligated)</text></svg>",
      "published_date": "2026-09-05",
      "url": "/neo4j/",
      "changelog": [
        {
          "date": "2026-09-04",
          "note": "Initial publication: 16 awards, $60,282–$4,498,389."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "teradata",
      "product_name": "Teradata",
      "vendor": "Teradata Corporation",
      "list_price": null,
      "awards": [
        {
          "award_id": "HTC71119FD013",
          "recipient": "NEXTECH SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "USTRANSCOM",
          "action_date": "2019-02-08",
          "end_date": "2022-02-07",
          "amount": 5321273.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "IGF::OT:: IGF TERADATA TECHNOLOGY REFRESH",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HTC71119FD013_9700_NNG15SD03B_8000"
        },
        {
          "award_id": "15JPSS19F00000402",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Offices, Boards and Divisions",
          "action_date": "2019-05-15",
          "end_date": "2023-03-31",
          "amount": 19936294.15,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TERADATA HOSTED SOLUTION",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15JPSS19F00000402_1501_NNG15SD71B_8000"
        },
        {
          "award_id": "N0042121F4741",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2020-12-10",
          "end_date": "2022-12-09",
          "amount": 2428890.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA SOFTWARE MAINTENANCE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042121F4741_9700_GS35F0550U_4730"
        },
        {
          "award_id": "FA877221C0001",
          "recipient": "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2021-01-01",
          "end_date": "2022-12-31",
          "amount": 1829999.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA877221C0001_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "12314421F0122",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Agriculture",
          "sub_agency": "Office of the Chief Financial Officer",
          "action_date": "2021-01-25",
          "end_date": "2023-07-29",
          "amount": 4780443.83,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE RMA CDW IS AN ON-PREMISE HARDWARE PLATFORM THAT CONSISTS OF A TERADATA 2850 APPLIANCE, COMMODITY HARDWARE (HP PROLIANT SERVERS) AND QUANTUM TAPE DRIVES (AS DETAILED IN THE USDA RMA EXTENSION QUOTE.) THIS PLATFORM IS CURRENTLY UNDER A LEASE MANAG",
          "psc_code": "W099",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12314421F0122_1205_NNG15SD71B_8000"
        },
        {
          "award_id": "HTC71122FD031",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "USTRANSCOM",
          "action_date": "2022-02-08",
          "end_date": "2024-09-30",
          "amount": 5376010.38,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TERADATA TECH REFRESH",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HTC71122FD031_9700_NNG15SC91B_8000"
        },
        {
          "award_id": "HQC00722P0012",
          "recipient": "ESSNOVA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2022-09-30",
          "end_date": "2024-03-30",
          "amount": 1587608.24,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA HARDWARE MAINTENANCE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00722P0012_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "FA877223P0001",
          "recipient": "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-01-01",
          "end_date": "2024-12-31",
          "amount": 1557044.3,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA877223P0001_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "12314423F0450",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Agriculture",
          "sub_agency": "Office of the Chief Financial Officer",
          "action_date": "2023-07-30",
          "end_date": "2024-05-31",
          "amount": 1671881.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "RMA TERADATA APPLIANCE & COMMODITY HARDWARE LEASE",
          "psc_code": "W099",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12314423F0450_1205_NNG15SD71B_8000"
        },
        {
          "award_id": "N0042123F0834",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2023-08-30",
          "end_date": "2024-08-27",
          "amount": 212533.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA DECKPLATE SUPPORT",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042123F0834_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "HQC00724P0003",
          "recipient": "ESSNOVA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2024-04-01",
          "end_date": "2025-09-30",
          "amount": 2327585.86,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TERADATA ON AZURE (DIY) PRODUCTION SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00724P0003_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "HTC71124FD079",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "USTRANSCOM",
          "action_date": "2024-09-30",
          "end_date": "2026-09-30",
          "amount": 5168666.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "LOW SIDE PRIMARY (LSP), TEST AND DEV -- TERADATA",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HTC71124FD079_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "N0042125F0124",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2024-12-10",
          "end_date": "2025-12-09",
          "amount": 1620257.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA SOFTWARE AND MAINTENANCE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042125F0124_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "HQC00725PE003",
          "recipient": "ESSNOVA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2025-09-30",
          "end_date": "2026-09-29",
          "amount": 1361321.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TERADATA SERVICES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00725PE003_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "N0042126F0383",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-12-10",
          "end_date": "2026-12-09",
          "amount": 1173060.56,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TERADATA DECKPLATE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042126F0383_9700_NNG15SD71B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "N0042121F4741",
          "excerpt": "TERADATA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "FA877221C0001",
          "excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "N0042125F0124",
          "excerpt": "TERADATA SOFTWARE AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "HQC00722P0012",
          "excerpt": "TERADATA HARDWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "FA877223P0001",
          "excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "N0042123F0834",
          "excerpt": "TERADATA DECKPLATE SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 4,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 4,
        "low": 1557044.3,
        "p25": 1761760.35,
        "median": 2327585.86,
        "p75": 2940800.35,
        "high": 4780443.83,
        "from": "2019-02-08",
        "to": "2025-12-10"
      },
      "clean_count": 4,
      "scope_counts": {
        "services": 3,
        "unknown": 4,
        "license": 2,
        "support": 4,
        "renewal": 2
      },
      "observed_low": 1557044.3,
      "observed_high": 4780443.83,
      "observed_median": 2327585.86,
      "observed_total": 10495073.03,
      "award_count": 15,
      "agency_count": 3,
      "date_range": {
        "from": "2019-02-08",
        "to": "2025-12-10"
      },
      "last_verified": "2026-10-05",
      "name": "Teradata",
      "slug": "teradata",
      "prose": {
        "answer_lead": "Purchase records naming Teradata run from $1,557,044.30 to $4,780,443.83, across 15 awards. The headline figures rest on the 4 of those awards that bought a licence or a renewal; the rest are still listed below. Each figure is a contract total for the work its description states — not a price per licence.",
        "renewal_watch": "Award N0042121F4741 for $2,428,890.06 is described as \"TERADATA SOFTWARE MAINTENANCE.\" Award N0042125F0124 for $1,620,257.87 is for \"TERADATA SOFTWARE AND MAINTENANCE.\" Award HQC00722P0012 for $1,587,608.24 is for \"TERADATA HARDWARE MAINTENANCE.\" The lowest observed renewal award is $1,557,044.30, and the highest is $4,780,443.83.",
        "faq": [
          {
            "question": "What is a typical contract award amount for Teradata licenses and renewals?",
            "answer": "A typical contract award for Teradata licenses and renewals, based on 4 awards, falls within a band from $1,761,760.35 to $2,940,800.35. The median award amount within this band is $2,327,585.86.",
            "award_ids": [
              "FA877221C0001",
              "12314421F0122",
              "FA877223P0001",
              "HQC00724P0003"
            ]
          },
          {
            "question": "Are there separate costs for Teradata support or maintenance?",
            "answer": "Yes, public records show separate awards for Teradata support and maintenance. For example, award N0042121F4741 for $2,428,890.06 is for \"TERADATA SOFTWARE MAINTENANCE,\" and award HQC00722P0012 for $1,587,608.24 is for \"TERADATA HARDWARE MAINTENANCE.\" Another award, N0042123F0834 for $212,533.05, is for \"TERADATA DECKPLATE SUPPORT.\"",
            "award_ids": [
              "N0042121F4741",
              "HQC00722P0012",
              "N0042123F0834",
              "N0042125F0124"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 4 awards for licenses and renewals.",
            "Based on public contract records, one agency made an award of $1,557,044.30 for Teradata software licenses and maintenance.",
            "Another agency made an award of $4,780,443.83 for Teradata software licenses and maintenance.",
            "empty_faq_answer: What is the range of contract awards for Teradata licenses?"
          ],
          "rewritten": [
            "Public agencies have awarded contracts for Teradata with amounts ranging from $1",
            "Public agencies have awarded contracts for Teradata with amounts ranging from $1",
            "Buyers should note that contract descriptions for Teradata renewals sometimes in",
            "Based on public contract records, the lowest observed award for a Teradata licen",
            "Based on public contract records, one agency made an award of $1,557,044.30 for "
          ],
          "faq_in": 3,
          "faq_dropped": 1,
          "faq_kept": 2,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 15 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 4 licence and renewal awards; the other 11 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 1.5, and the highest is 3.1 times the lowest.",
          "12 of 15 awards (80%) come from Department of Defense.",
          "The most frequent recipient across these awards is CMA TECHNOLOGY INC, on 8 awards (53%).",
          "The records span 2019-02-08 to 2025-12-10."
        ],
        "numbers": [
          80,
          53,
          3.1,
          1.5,
          3,
          12,
          8,
          4,
          11
        ],
        "basis_sentence": "The figures below are computed from 4 licence and renewal awards; the other 11 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "services": 3,
          "unknown": 4,
          "license": 2,
          "support": 4,
          "renewal": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Agriculture",
          "Department of Justice"
        ],
        "agency_counts": {
          "Department of Defense": 12,
          "Department of Justice": 1,
          "Department of Agriculture": 2
        },
        "recipient_counts": {
          "NEXTECH SOLUTIONS LLC": 1,
          "CMA TECHNOLOGY INC": 8,
          "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC": 2,
          "SWISH DATA CORPORATION": 1,
          "ESSNOVA SOLUTIONS, INC.": 3
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CMA TECHNOLOGY INC",
        "spread_ratio": 3.1
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Teradata\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$10.0M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$19.9M</text><line x1=\"56\" y1=\"193.6\" x2=\"704\" y2=\"193.6\" class=\"pp-median\"/><text x=\"704\" y=\"187.6\" class=\"pp-median-label\" text-anchor=\"end\">median $2.3M</text><rect x=\"64.2\" y=\"164.8\" width=\"26.8\" height=\"51.2\" class=\"pp-bar\"><title>HTC71119FD013 — $5.3M — Department of Defense — 2019-02-08</title></rect><rect x=\"107.4\" y=\"24.0\" width=\"26.8\" height=\"192.0\" class=\"pp-bar\"><title>15JPSS19F00000402 — $19.9M — Department of Justice — 2019-05-15</title></rect><rect x=\"150.6\" y=\"192.6\" width=\"26.8\" height=\"23.4\" class=\"pp-bar\"><title>N0042121F4741 — $2.4M — Department of Defense — 2020-12-10</title></rect><rect x=\"193.8\" y=\"198.4\" width=\"26.8\" height=\"17.6\" class=\"pp-bar\"><title>FA877221C0001 — $1.8M — Department of Defense — 2021-01-01</title></rect><rect x=\"237.0\" y=\"170.0\" width=\"26.8\" height=\"46.0\" class=\"pp-bar\"><title>12314421F0122 — $4.8M — Department of Agriculture — 2021-01-25</title></rect><rect x=\"280.2\" y=\"164.2\" width=\"26.8\" height=\"51.8\" class=\"pp-bar\"><title>HTC71122FD031 — $5.4M — Department of Defense — 2022-02-08</title></rect><rect x=\"323.4\" y=\"200.7\" width=\"26.8\" height=\"15.3\" class=\"pp-bar\"><title>HQC00722P0012 — $1.6M — Department of Defense — 2022-09-30</title></rect><rect x=\"366.6\" y=\"201.0\" width=\"26.8\" height=\"15.0\" class=\"pp-bar\"><title>FA877223P0001 — $1.6M — Department of Defense — 2023-01-01</title></rect><rect x=\"409.8\" y=\"199.9\" width=\"26.8\" height=\"16.1\" class=\"pp-bar\"><title>12314423F0450 — $1.7M — Department of Agriculture — 2023-07-30</title></rect><rect x=\"453.0\" y=\"214.0\" width=\"26.8\" height=\"2.0\" class=\"pp-bar\"><title>N0042123F0834 — $213k — Department of Defense — 2023-08-30</title></rect><rect x=\"496.2\" y=\"193.6\" width=\"26.8\" height=\"22.4\" class=\"pp-bar\"><title>HQC00724P0003 — $2.3M — Department of Defense — 2024-04-01</title></rect><rect x=\"539.4\" y=\"166.2\" width=\"26.8\" height=\"49.8\" class=\"pp-bar\"><title>HTC71124FD079 — $5.2M — Department of Defense — 2024-09-30</title></rect><rect x=\"582.6\" y=\"200.4\" width=\"26.8\" height=\"15.6\" class=\"pp-bar\"><title>N0042125F0124 — $1.6M — Department of Defense — 2024-12-10</title></rect><rect x=\"625.8\" y=\"202.9\" width=\"26.8\" height=\"13.1\" class=\"pp-bar\"><title>HQC00725PE003 — $1.4M — Department of Defense — 2025-09-30</title></rect><rect x=\"669.0\" y=\"204.7\" width=\"26.8\" height=\"11.3\" class=\"pp-bar\"><title>N0042126F0383 — $1.2M — Department of Defense — 2025-12-10</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-02-08</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2025-12-10</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (15 awards, obligated)</text></svg>",
      "published_date": "2026-09-03",
      "url": "/teradata/",
      "changelog": [
        {
          "date": "2026-09-03",
          "note": "Initial publication: 15 awards, $212,533–$19,936,294."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $19,936,294 -> $4,780,444; lowest observed $212,533 -> $1,557,044"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "datarobot",
      "product_name": "DataRobot",
      "vendor": "DataRobot Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "70B04C18F00001264",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2018-09-21",
          "end_date": "2019-09-20",
          "amount": 462675.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE PURCHASE",
          "psc_code": "D317",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C18F00001264_7014_HSHQDC13D00017_7001"
        },
        {
          "award_id": "70RSAT19FR0000141",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2019-09-24",
          "end_date": "2020-09-23",
          "amount": 138385.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "DA-TC HAS A NEED TO ACQUIRE DATA ROBOT FOR RESEARCH AND DEVELOPMENT PURPOSES IN THE FIELD OF DATA ANALYTICS.",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RSAT19FR0000141_7001_HSHQDC12D00012_7001"
        },
        {
          "award_id": "70RSAT20FR0000154",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2020-09-14",
          "end_date": "2021-09-14",
          "amount": 244000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TO ACQUIRE DATA ROBOT FOR RESEARCH AND DEVELOPMENT PURPOSES IN THE FIELD OF DATA ANALYTICS.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RSAT20FR0000154_7001_HSHQDC12D00012_7001"
        },
        {
          "award_id": "W91CRB21F0485",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": "DataRobot Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2021-09-10",
          "end_date": "2022-09-09",
          "amount": 1387545.9,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DATAROBOT OBT SOFTWARE RENEWAL FOR ARMY ANALYTICS GROUP (AAG).",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91CRB21F0485_9700_W52P1J20D0061_9700"
        },
        {
          "award_id": "W91CRB22F0280",
          "recipient": "VERTOSOFT, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-06-14",
          "end_date": "2023-06-13",
          "amount": 334780.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATA ROBOT - ENABLE SUCCESS PACKAGE (ES-PKG-MD-U)",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91CRB22F0280_9700_W52P1J20D0067_9700"
        },
        {
          "award_id": "75F40122F80269",
          "recipient": "VERTOSOFT, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2022-07-27",
          "end_date": "2023-07-31",
          "amount": 248800.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAROBOT AUTOMATED MACHINE LEARNING",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40122F80269_7524_GS35F688GA_4732"
        },
        {
          "award_id": "75F40122F80265",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2022-08-01",
          "end_date": "2023-07-31",
          "amount": 125500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAROBOT: AUTOMATED MACHINE LEARNING",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40122F80265_7524_NNG15SD00B_8000"
        },
        {
          "award_id": "70US0922C70092469",
          "recipient": "PATRIOT FIRE LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Secret Service",
          "action_date": "2022-09-01",
          "end_date": "2024-07-31",
          "amount": 961583.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE",
          "psc_code": "4240",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70US0922C70092469_7009_-NONE-_-NONE-"
        },
        {
          "award_id": "70US0922C70092600",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Secret Service",
          "action_date": "2022-09-19",
          "end_date": "2024-09-18",
          "amount": 934913.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE COMPREHENSIVE PACKAGE",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70US0922C70092600_7009_-NONE-_-NONE-"
        },
        {
          "award_id": "M0026422P0130",
          "recipient": "VERTOSOFT, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2022-09-19",
          "end_date": "2024-09-30",
          "amount": 220320.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT AUTOML SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_M0026422P0130_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "70B04C24F00000837",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2024-09-15",
          "end_date": "2027-09-14",
          "amount": 4789121.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C24F00000837_7014_NNG15SD00B_8000"
        },
        {
          "award_id": "M0026425P0092",
          "recipient": "IMH ENTERPRISE INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-09-17",
          "end_date": "2025-09-30",
          "amount": 99854.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_M0026425P0092_9700_-NONE-_-NONE-"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "70B04C24F00000837",
          "excerpt": "DATAROBOT SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70B04C24F00000837",
          "excerpt": "DATAROBOT SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "W91CRB21F0485",
          "excerpt": "DATAROBOT OBT SOFTWARE RENEWAL FOR ARMY ANALYTICS GROUP (AAG)."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 7,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 7,
        "low": 99854.44,
        "p25": 341497.71,
        "median": 934913.0,
        "p75": 1174564.45,
        "high": 4789121.95,
        "from": "2018-09-21",
        "to": "2025-09-17"
      },
      "clean_count": 7,
      "scope_counts": {
        "license": 6,
        "renewal": 1,
        "unknown": 3,
        "services": 2
      },
      "observed_low": 99854.44,
      "observed_high": 4789121.95,
      "observed_median": 934913.0,
      "observed_total": 8856013.71,
      "award_count": 12,
      "agency_count": 3,
      "date_range": {
        "from": "2018-09-21",
        "to": "2025-09-17"
      },
      "last_verified": "2026-10-05",
      "name": "DataRobot",
      "slug": "datarobot",
      "prose": {
        "answer_lead": "Public agencies have awarded contracts for DataRobot with amounts ranging from $99,854.44 to $4,789,121.95. The median award for licence and renewal purchases is $934,913.",
        "renewal_watch": "One renewal award for \"DATAROBOT OBT SOFTWARE RENEWAL FOR ARMY ANALYTICS GROUP (AAG)\" was $1,387,545.90.",
        "faq": [
          {
            "question": "What is the typical range for DataRobot license and renewal contracts?",
            "answer": "The median contract amount for these awards is $934,913.",
            "award_ids": []
          },
          {
            "question": "What is the lowest amount an agency has paid for a DataRobot license?",
            "answer": "The lowest recorded award for a DataRobot license was $99,854.44. This was for \"DATAROBOT SOFTWARE\" awarded by the Department of Defense.",
            "award_ids": [
              "M0026425P0092"
            ]
          },
          {
            "question": "What is the highest amount an agency has paid for a DataRobot license or subscription?",
            "answer": "The highest recorded award for a DataRobot software subscription was $4,789,121.95. This was for \"DATAROBOT SOFTWARE SUBSCRIPTION\" awarded by the Department of Homeland Security.",
            "award_ids": [
              "70B04C24F00000837"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 7 licence and renewal awards.",
            "The Department of Homeland Security awarded $138,385 for \"DATA ROBOT FOR RESEARCH AND DEVELOPMENT PURPOSES IN THE FIELD OF DATA ANALYTICS\".",
            "empty_faq_answer: Have agencies purchased services related to DataRobot?"
          ],
          "rewritten": [
            "Public agencies have awarded contracts for DataRobot with amounts ranging from $",
            "Public agencies have awarded contracts for DataRobot with amounts ranging from $",
            "Buyers should note that renewal costs can vary significantly. One renewal award ",
            "Based on 7 licence and renewal awards, the typical range for DataRobot contracts",
            "Yes, agencies have purchased services. For example, the Department of Homeland S",
            "Agencies have purchased services. For example, the Department of Homeland Securi"
          ],
          "faq_in": 4,
          "faq_dropped": 1,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 12 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 7 licence and renewal awards; the other 5 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 9.4, and the highest is 48.0 times the lowest.",
          "6 of 12 awards (50%) come from Department of Homeland Security.",
          "The most frequent recipient across these awards is BLUE TECH INC., on 5 awards (42%).",
          "The records span 2018-09-21 to 2025-09-17."
        ],
        "numbers": [
          50,
          42,
          48.0,
          9.4,
          3,
          6,
          5,
          7,
          5
        ],
        "basis_sentence": "The figures below are computed from 7 licence and renewal awards; the other 5 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 6,
          "renewal": 1,
          "unknown": 3,
          "services": 2
        },
        "agency_names": [
          "Department of Homeland Security",
          "Department of Defense",
          "Department of Health and Human Services"
        ],
        "agency_counts": {
          "Department of Homeland Security": 6,
          "Department of Defense": 4,
          "Department of Health and Human Services": 2
        },
        "recipient_counts": {
          "FCN, INC.": 1,
          "BLUE TECH INC.": 5,
          "NEW TECH SOLUTIONS, INC.": 1,
          "VERTOSOFT, LLC": 3,
          "PATRIOT FIRE LLC": 1,
          "IMH ENTERPRISE INC": 1
        },
        "top_agency": "Department of Homeland Security",
        "top_recipient": "BLUE TECH INC.",
        "spread_ratio": 48.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for DataRobot\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.8M</text><line x1=\"56\" y1=\"178.5\" x2=\"704\" y2=\"178.5\" class=\"pp-median\"/><text x=\"704\" y=\"172.5\" class=\"pp-median-label\" text-anchor=\"end\">median $935k</text><rect x=\"66.3\" y=\"197.5\" width=\"33.5\" height=\"18.5\" class=\"pp-bar\"><title>70B04C18F00001264 — $463k — Department of Homeland Security — 2018-09-21</title></rect><rect x=\"120.3\" y=\"210.5\" width=\"33.5\" height=\"5.5\" class=\"pp-bar\"><title>70RSAT19FR0000141 — $138k — Department of Homeland Security — 2019-09-24</title></rect><rect x=\"174.3\" y=\"206.2\" width=\"33.5\" height=\"9.8\" class=\"pp-bar\"><title>70RSAT20FR0000154 — $244k — Department of Homeland Security — 2020-09-14</title></rect><rect x=\"228.3\" y=\"160.4\" width=\"33.5\" height=\"55.6\" class=\"pp-bar\"><title>W91CRB21F0485 — $1.4M — Department of Defense — 2021-09-10</title></rect><rect x=\"282.3\" y=\"202.6\" width=\"33.5\" height=\"13.4\" class=\"pp-bar\"><title>W91CRB22F0280 — $335k — Department of Defense — 2022-06-14</title></rect><rect x=\"336.3\" y=\"206.0\" width=\"33.5\" height=\"10.0\" class=\"pp-bar\"><title>75F40122F80269 — $249k — Department of Health and Human Services — 2022-07-27</title></rect><rect x=\"390.3\" y=\"211.0\" width=\"33.5\" height=\"5.0\" class=\"pp-bar\"><title>75F40122F80265 — $126k — Department of Health and Human Services — 2022-08-01</title></rect><rect x=\"444.3\" y=\"177.4\" width=\"33.5\" height=\"38.6\" class=\"pp-bar\"><title>70US0922C70092469 — $962k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"498.3\" y=\"178.5\" width=\"33.5\" height=\"37.5\" class=\"pp-bar\"><title>70US0922C70092600 — $935k — Department of Homeland Security — 2022-09-19</title></rect><rect x=\"552.3\" y=\"207.2\" width=\"33.5\" height=\"8.8\" class=\"pp-bar\"><title>M0026422P0130 — $220k — Department of Defense — 2022-09-19</title></rect><rect x=\"606.3\" y=\"24.0\" width=\"33.5\" height=\"192.0\" class=\"pp-bar\"><title>70B04C24F00000837 — $4.8M — Department of Homeland Security — 2024-09-15</title></rect><rect x=\"660.3\" y=\"212.0\" width=\"33.5\" height=\"4.0\" class=\"pp-bar\"><title>M0026425P0092 — $100k — Department of Defense — 2025-09-17</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-09-21</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2025-09-17</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (12 awards, obligated)</text></svg>",
      "published_date": "2026-09-02",
      "url": "/datarobot/",
      "changelog": [
        {
          "date": "2026-09-02",
          "note": "Initial publication: 12 awards, $99,854–$4,789,122."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "starburst",
      "product_name": "Starburst",
      "vendor": "Starburst Data Inc.",
      "list_price": {
        "value": 0.5,
        "unit": "USD per credit (starting)",
        "publisher": "Starburst Data, Inc.",
        "url": "https://www.starburst.io/pricing/",
        "quote": "Pro — Starting at — $0.50 /credit",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "50310221F0046",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Securities and Exchange Commission",
          "sub_agency": "Securities and Exchange Commission",
          "action_date": "2021-04-13",
          "end_date": "2026-04-29",
          "amount": 2584686.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARBURST ENTERPRISE PRESTO SUBSCRIPTION LICENSES",
          "psc_code": "DF10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_50310221F0046_5000_50310221G0006_5000"
        },
        {
          "award_id": "697DCK22F01739",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-09-16",
          "end_date": "2022-09-21",
          "amount": 321342.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "STARBURST ENTERPRISE SUPPORT",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01739_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "36C10B23F0317",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2023-09-14",
          "end_date": "2024-09-13",
          "amount": 156673.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARBURST DEPLOYMENT AND LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B23F0317_3600_NNG15SD22B_8000"
        },
        {
          "award_id": "697DCK23F01052",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2023-09-15",
          "end_date": "2024-09-14",
          "amount": 392522.34,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "ITAR-23-3404 SLI: 46025 (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC ITAR-23-3404S QUOTES FOR COMPETITION: MICR",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK23F01052_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK24F00744",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2024-08-29",
          "end_date": "2025-09-15",
          "amount": 372825.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "STARBURST ENTERPRISE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK24F00744_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "36C10B24F0333",
          "recipient": "CYKOR LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2024-09-13",
          "end_date": "2027-09-12",
          "amount": 2214000.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "STARBURST ENTERPRISE SOFTWARE AND TECHNICAL SUPPORT",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B24F0333_3600_NNG15SD66B_8000"
        },
        {
          "award_id": "697DCK25F00657",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-07-21",
          "end_date": "2026-08-13",
          "amount": 312500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "(1) PRIVACERA ACCESS MANAGEMENT RENEWAL - EMR HIVE, S3, STARBURST, PRESTO, KINETICA ITAR-25-2508 SLI#: 54561",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00657_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK25F00937",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-09-11",
          "end_date": "2026-09-14",
          "amount": 381944.34,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL RENEWAL OF STARBURST LICENSE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00937_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK26F00791",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-08-06",
          "end_date": "2027-09-14",
          "amount": 397348.92,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL RENEWAL OF STARBURST ENTERPRISE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00791_6920_697DCK22D00002_6920"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "50310221F0046",
          "excerpt": "STARBURST ENTERPRISE PRESTO SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "50310221F0046",
          "excerpt": "STARBURST ENTERPRISE PRESTO SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "36C10B24F0333",
          "excerpt": "STARBURST ENTERPRISE SOFTWARE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00791",
          "excerpt": "THE ANNUAL RENEWAL OF STARBURST ENTERPRISE."
        },
        {
          "pattern": "support",
          "award_id": "697DCK23F01052",
          "excerpt": "ITAR-23-3404  SLI: 46025  (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC"
        },
        {
          "pattern": "integration",
          "award_id": "697DCK23F01052",
          "excerpt": "ITAR-23-3404  SLI: 46025  (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK23F01052",
          "excerpt": "ITAR-23-3404  SLI: 46025  (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00937",
          "excerpt": "THE ANNUAL RENEWAL OF STARBURST LICENSE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00937",
          "excerpt": "THE ANNUAL RENEWAL OF STARBURST LICENSE."
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F01739",
          "excerpt": "STARBURST ENTERPRISE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00657",
          "excerpt": "(1) PRIVACERA ACCESS MANAGEMENT RENEWAL - EMR HIVE, S3, STARBURST, PRESTO, KINETICA  ITAR-25-2508  SLI#: 54561"
        },
        {
          "pattern": "implementation",
          "award_id": "36C10B23F0317",
          "excerpt": "STARBURST DEPLOYMENT AND LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0317",
          "excerpt": "STARBURST DEPLOYMENT AND LICENSES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 5,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 5,
        "low": 156673.25,
        "p25": 312500.0,
        "median": 381944.34,
        "p75": 397348.92,
        "high": 2584686.06,
        "from": "2021-04-13",
        "to": "2026-08-06"
      },
      "clean_count": 5,
      "scope_counts": {
        "license": 2,
        "support": 2,
        "renewal": 3,
        "services": 1,
        "unknown": 1
      },
      "observed_low": 156673.25,
      "observed_high": 2584686.06,
      "observed_median": 381944.34,
      "observed_total": 3833152.5700000003,
      "award_count": 9,
      "agency_count": 3,
      "date_range": {
        "from": "2021-04-13",
        "to": "2026-08-06"
      },
      "last_verified": "2026-10-05",
      "name": "Starburst",
      "slug": "starburst",
      "prose": {
        "answer_lead": "The lowest recorded contract amount for Starburst was $156,673.25. The highest recorded contract amount for Starburst was $2,584,686.06. Starburst Data, Inc. lists a starting price of $0.50 per credit for its Pro offering.",
        "renewal_watch": "The contract records indicate that renewals for Starburst can vary. One renewal award from the Department of Transportation was for $381,944.34 for 'THE ANNUAL RENEWAL OF STARBURST LICENSE', and a subsequent renewal was for $397,348.92 for 'THE ANNUAL RENEWAL OF STARBURST ENTERPRISE'.",
        "faq": [
          {
            "question": "What is the typical contract amount for Starburst licenses and renewals?",
            "answer": "The median award for these types of contracts is $381,944.34. The lowest observed award for a license was $156,673.25, while the highest was $2,584,686.06.",
            "award_ids": [
              "50310221F0046",
              "36C10B23F0317",
              "697DCK25F00657",
              "697DCK25F00937",
              "697DCK26F00791"
            ]
          },
          {
            "question": "Are there additional costs beyond the initial license for Starburst?",
            "answer": "Contract records indicate additional costs for support. For example, the Department of Transportation awarded $321,342.26 for 'STARBURST ENTERPRISE SUPPORT'.",
            "award_ids": [
              "697DCK22F01739",
              "36C10B24F0333",
              "697DCK23F01052"
            ]
          },
          {
            "question": "What is the range of contract amounts for Starburst across all types of awards?",
            "answer": "The median contract amount across all awards is $381,944.34.",
            "award_ids": [
              "50310221F0046",
              "697DCK22F01739",
              "36C10B23F0317",
              "697DCK23F01052",
              "697DCK24F00744",
              "36C10B24F0333",
              "697DCK25F00657",
              "697DCK25F00937",
              "697DCK26F00791"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded contracts for Starburst from a low of $156,673.2",
            "The contract records indicate that renewals for Starburst can vary. For instance",
            "Based on 5 licence and renewal awards, the typical contract amounts for Starburs",
            "Yes, contract records indicate additional costs for support and services. For ex",
            "Across all 9 public contract awards, which include licenses, renewals, support, "
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 9 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 5 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.4, and the highest is 16.5 times the lowest.",
          "6 of 9 awards (67%) come from Department of Transportation.",
          "The most frequent recipient across these awards is MICROTECHNOLOGIES LLC, on 5 awards (56%).",
          "The records span 2021-04-13 to 2026-08-06."
        ],
        "numbers": [
          67,
          56,
          16.5,
          2.4,
          3,
          6,
          5,
          5,
          4
        ],
        "basis_sentence": "The figures below are computed from 5 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 2,
          "support": 2,
          "renewal": 3,
          "services": 1,
          "unknown": 1
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Veterans Affairs",
          "Securities and Exchange Commission"
        ],
        "agency_counts": {
          "Securities and Exchange Commission": 1,
          "Department of Transportation": 6,
          "Department of Veterans Affairs": 2
        },
        "recipient_counts": {
          "FCN, INC.": 1,
          "CDW GOVERNMENT LLC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "MICROTECHNOLOGIES LLC": 5,
          "CYKOR LLC": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "MICROTECHNOLOGIES LLC",
        "spread_ratio": 16.5
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Starburst\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.3M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.6M</text><line x1=\"56\" y1=\"187.6\" x2=\"704\" y2=\"187.6\" class=\"pp-median\"/><text x=\"704\" y=\"181.6\" class=\"pp-median-label\" text-anchor=\"end\">median $382k</text><rect x=\"69.7\" y=\"24.0\" width=\"44.6\" height=\"192.0\" class=\"pp-bar\"><title>50310221F0046 — $2.6M — Securities and Exchange Commission — 2021-04-13</title></rect><rect x=\"141.7\" y=\"192.1\" width=\"44.6\" height=\"23.9\" class=\"pp-bar\"><title>697DCK22F01739 — $321k — Department of Transportation — 2022-09-16</title></rect><rect x=\"213.7\" y=\"204.4\" width=\"44.6\" height=\"11.6\" class=\"pp-bar\"><title>36C10B23F0317 — $157k — Department of Veterans Affairs — 2023-09-14</title></rect><rect x=\"285.7\" y=\"186.8\" width=\"44.6\" height=\"29.2\" class=\"pp-bar\"><title>697DCK23F01052 — $393k — Department of Transportation — 2023-09-15</title></rect><rect x=\"357.7\" y=\"188.3\" width=\"44.6\" height=\"27.7\" class=\"pp-bar\"><title>697DCK24F00744 — $373k — Department of Transportation — 2024-08-29</title></rect><rect x=\"429.7\" y=\"51.5\" width=\"44.6\" height=\"164.5\" class=\"pp-bar\"><title>36C10B24F0333 — $2.2M — Department of Veterans Affairs — 2024-09-13</title></rect><rect x=\"501.7\" y=\"192.8\" width=\"44.6\" height=\"23.2\" class=\"pp-bar\"><title>697DCK25F00657 — $312k — Department of Transportation — 2025-07-21</title></rect><rect x=\"573.7\" y=\"187.6\" width=\"44.6\" height=\"28.4\" class=\"pp-bar\"><title>697DCK25F00937 — $382k — Department of Transportation — 2025-09-11</title></rect><rect x=\"645.7\" y=\"186.5\" width=\"44.6\" height=\"29.5\" class=\"pp-bar\"><title>697DCK26F00791 — $397k — Department of Transportation — 2026-08-06</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-04-13</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-08-06</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (9 awards, obligated)</text></svg>",
      "published_date": "2026-08-31",
      "url": "/starburst/",
      "changelog": [
        {
          "date": "2026-09-14",
          "note": "Initial publication: 27 awards, $21–$2,584,686."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: award count 27 -> 9; lowest observed $21 -> $156,673"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "greenplum",
      "product_name": "Greenplum",
      "vendor": "Broadcom",
      "list_price": null,
      "awards": [
        {
          "award_id": "TIRNO12Z000210055",
          "recipient": "PURISOLVE, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2016-08-11",
          "end_date": "2017-08-10",
          "amount": 867714.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FOR CLOSELY ASSOCIATED - GREENPLUM SUPPORT SERVICES",
          "psc_code": "D308",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO12Z000210055_2050_GS35F0485W_4730"
        },
        {
          "award_id": "2032H521F00036",
          "recipient": "SCIENCE APPLICATIONS INTERNATIONAL CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2020-10-01",
          "end_date": "2021-09-30",
          "amount": 595500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "EMC GREENPLUM DATA COMPUTING APPLIANCES AND DATA DOMAIN MAINTENANCE SUPPORT",
          "psc_code": "7045",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H521F00036_2050_NNG15SC52B_8000"
        },
        {
          "award_id": "9523ZY21F0044",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Commodity Futures Trading Commission",
          "sub_agency": "Commodity Futures Trading Commission",
          "action_date": "2021-06-01",
          "end_date": "2023-05-31",
          "amount": 373696.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "GREENPLUM SOFTWARE RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_9523ZY21F0044_9507_NNG15SD00B_8000"
        },
        {
          "award_id": "2032H522F00471",
          "recipient": "APPLICA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2022-09-01",
          "end_date": "2022-12-31",
          "amount": 133120.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "THIS REQUIREMENT IS TO PROVIDE STAFF AUGMENTATION TO THE IRS GREENPLUM DATABASE ADMINISTRATOR TO IMPLEMENT, SUPPORT AND OPERATE ENCRYPTION OF IBM INFORMIX DATABASE. THE CONTRACTOR SHALL HAVE THE SKILLS TO IMPLEMENT INFORMIX ENCRYPT_AES() AND ENCRYPT_",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H522F00471_2050_47QTCH18D0005_4732"
        },
        {
          "award_id": "2043FY22F00094",
          "recipient": "PROFESSIONAL SOLUTIONS1 LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2022-09-30",
          "end_date": "2023-09-29",
          "amount": 305941.32,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "GREENPLUM SUBJECT MATTER EXPERT CONSULTING & SUPPORT SERVICES",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2043FY22F00094_2050_47QTCH18D0053_4732"
        },
        {
          "award_id": "28321323FDX030036",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2022-12-20",
          "end_date": "2025-12-05",
          "amount": 4397184.31,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "PIVOTAL GREENPLUM SOFTWARE SUBSCRIPTION RENEWAL. PIVOTAL GREENPLUM IS A DATA WAREHOUSE MANAGEMENT PRODUCT THAT CAN PROCESS AND ANALYZE DATA ON A PETABYTE SCALE. THE AGENCY CURRENTLY HAS 1,378 SERVER CORE SOFTWARE LICENSES OF PIVOTAL GREENPLUM. GREENP",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321323FDX030036_2800_47QSWA18D008F_4732"
        },
        {
          "award_id": "2032H523C00025",
          "recipient": "ADVANCED ALLIANT SOLUTIONS TEAM, LIMITED PARTNERSHIP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2023-03-29",
          "end_date": "2024-06-29",
          "amount": 4736846.75,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "DATA ENGINEERING PLATFORM SERVICES (DEPS) SECTION OF DE PROVIDES ENGINEERING SUPPORT AND SERVICES FOR THE IRS TSS PLATFORMS GREENPLUM BASED BIG DATA ANALYTICS (BDA) PLATFORM; ENTERPRISE BUSINESS INTELLIGENCE PLATFORM (EBIP) CONSISTING OF BUSINESS OBJ",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H523C00025_2050_-NONE-_-NONE-"
        },
        {
          "award_id": "28321326FA0010026",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2026-01-30",
          "end_date": "2026-12-05",
          "amount": 1802664.36,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CALL ORDER FOR TANZU GREENPLUM LICENSES - BLANKET PURCHASE AGREEMENT 28321321A00040003",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FA0010026_2800_28321321A00040003_2800"
        },
        {
          "award_id": "28321326FDX030212",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2026-09-29",
          "end_date": "2027-09-29",
          "amount": 2379971.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "HEIMDALL - THE ENTERPRISE GREENPLUM AND POSTGRESQL PLATFORMS (HEIMDALL)",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FDX030212_2800_NNG15SC27B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "2032H523C00025",
          "excerpt": "DATA ENGINEERING PLATFORM SERVICES (DEPS) SECTION OF DE PROVIDES ENGINEERING SUPPORT AND SERVICES FOR THE IRS TSS PLATFORMS GREENPLUM BASED BIG DATA ANALYTICS (BDA) PLATFORM; ENTERPRISE BUSINESS INTEL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030036",
          "excerpt": "PIVOTAL GREENPLUM SOFTWARE SUBSCRIPTION RENEWAL. PIVOTAL GREENPLUM IS A DATA WAREHOUSE MANAGEMENT PRODUCT THAT CAN PROCESS AND ANALYZE DATA ON A PETABYTE SCALE. THE AGENCY CURRENTLY HAS 1,378 SERVER C"
        },
        {
          "pattern": "licences",
          "award_id": "28321323FDX030036",
          "excerpt": "PIVOTAL GREENPLUM SOFTWARE SUBSCRIPTION RENEWAL. PIVOTAL GREENPLUM IS A DATA WAREHOUSE MANAGEMENT PRODUCT THAT CAN PROCESS AND ANALYZE DATA ON A PETABYTE SCALE. THE AGENCY CURRENTLY HAS 1,378 SERVER C"
        },
        {
          "pattern": "licences",
          "award_id": "28321326FA0010026",
          "excerpt": "CALL ORDER FOR TANZU GREENPLUM LICENSES - BLANKET PURCHASE AGREEMENT 28321321A00040003"
        },
        {
          "pattern": "support",
          "award_id": "TIRNO12Z000210055",
          "excerpt": "IGF::CL::IGF FOR CLOSELY ASSOCIATED - GREENPLUM SUPPORT SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "2032H521F00036",
          "excerpt": "EMC GREENPLUM DATA COMPUTING APPLIANCES AND DATA DOMAIN MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "2032H521F00036",
          "excerpt": "EMC GREENPLUM DATA COMPUTING APPLIANCES AND DATA DOMAIN MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY21F0044",
          "excerpt": "GREENPLUM SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "2043FY22F00094",
          "excerpt": "GREENPLUM SUBJECT MATTER EXPERT CONSULTING & SUPPORT SERVICES"
        },
        {
          "pattern": "professional_services",
          "award_id": "2043FY22F00094",
          "excerpt": "GREENPLUM SUBJECT MATTER EXPERT CONSULTING & SUPPORT SERVICES"
        },
        {
          "pattern": "implementation",
          "award_id": "2032H522F00471",
          "excerpt": "THIS REQUIREMENT IS TO PROVIDE STAFF AUGMENTATION TO THE IRS GREENPLUM DATABASE ADMINISTRATOR TO IMPLEMENT, SUPPORT AND OPERATE ENCRYPTION OF IBM INFORMIX DATABASE. THE CONTRACTOR SHALL HAVE THE SKILL"
        },
        {
          "pattern": "support",
          "award_id": "2032H522F00471",
          "excerpt": "THIS REQUIREMENT IS TO PROVIDE STAFF AUGMENTATION TO THE IRS GREENPLUM DATABASE ADMINISTRATOR TO IMPLEMENT, SUPPORT AND OPERATE ENCRYPTION OF IBM INFORMIX DATABASE. THE CONTRACTOR SHALL HAVE THE SKILL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 3,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 3,
        "low": 373696.0,
        "p25": 1088180.18,
        "median": 1802664.36,
        "p75": 3099924.33,
        "high": 4397184.31,
        "from": "2016-08-11",
        "to": "2026-09-29"
      },
      "clean_count": 3,
      "scope_counts": {
        "support": 3,
        "renewal": 2,
        "unknown": 1,
        "license": 1,
        "services": 2
      },
      "observed_low": 373696.0,
      "observed_high": 4397184.31,
      "observed_median": 1802664.36,
      "observed_total": 6573544.67,
      "award_count": 9,
      "agency_count": 3,
      "date_range": {
        "from": "2016-08-11",
        "to": "2026-09-29"
      },
      "last_verified": "2026-10-05",
      "name": "Greenplum",
      "slug": "greenplum",
      "prose": {
        "answer_lead": "Public agencies have awarded 9 contracts naming Greenplum, from $373,696 to $4,397,184, each traced to a USAspending record. 3 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "One agency's renewal for Greenplum software was $373,696 while another agency's renewal for Pivotal Greenplum software subscription was $4,397,184.31. The difference between these two renewal amounts is substantial, indicating that factors like scale and specific licensing components play a significant role.",
        "faq": [
          {
            "question": "What is the typical cost range for Greenplum licenses and renewals?",
            "answer": "The median amount observed for 3 licence and renewal awards is $1,802,664.36. The lowest observed award for a renewal was $373,696 and the highest was $4,397,184.31.",
            "award_ids": [
              "9523ZY21F0044",
              "28321323FDX030036",
              "28321326FA0010026"
            ]
          },
          {
            "question": "Are there additional costs beyond initial licenses for Greenplum?",
            "answer": "Public records indicate additional costs for Greenplum beyond initial licenses.",
            "award_ids": [
              "TIRNO12Z000210055",
              "2032H521F00036",
              "2032H522F00471",
              "2043FY22F00094",
              "2032H523C00025"
            ]
          },
          {
            "question": "What is the cost of Greenplum support services?",
            "answer": "Public agencies have paid various amounts for Greenplum support services. An award for subject matter expert consulting and support services was $305,941.32.",
            "award_ids": [
              "TIRNO12Z000210055",
              "2032H521F00036",
              "2043FY22F00094",
              "2032H523C00025"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 3 license and renewal awards.",
            "These include $867,714 for support services, $595,500 for maintenance support, and $4,736,846.75 for data engineering platform services."
          ],
          "rewritten": [
            "Public agencies have paid between $373,696 and $4,397,184.31 for Greenplum. Thes",
            "Public agencies have paid between $373,696 and $4,397,184.31 for Greenplum. Thes",
            "One agency's renewal for Greenplum software was $373,696, while another agency's",
            "Based on 3 licence and renewal awards, the typical range for Greenplum contracts",
            "Yes, public records indicate additional costs for Greenplum beyond initial licen",
            "Public records indicate additional costs for Greenplum beyond initial licenses. ",
            "Public agencies have paid various amounts for Greenplum support services. Exampl"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 9 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 3 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 4.8, and the highest is 11.8 times the lowest.",
          "5 of 9 awards (56%) come from Department of the Treasury.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 2 awards (22%).",
          "The records span 2016-08-11 to 2026-09-29."
        ],
        "numbers": [
          56,
          22,
          11.8,
          4.8,
          3,
          5,
          2,
          3,
          6
        ],
        "basis_sentence": "The figures below are computed from 3 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "support": 3,
          "renewal": 2,
          "unknown": 1,
          "license": 1,
          "services": 2
        },
        "agency_names": [
          "Department of the Treasury",
          "Social Security Administration",
          "Commodity Futures Trading Commission"
        ],
        "agency_counts": {
          "Department of the Treasury": 5,
          "Commodity Futures Trading Commission": 1,
          "Social Security Administration": 3
        },
        "recipient_counts": {
          "PURISOLVE, INC.": 1,
          "SCIENCE APPLICATIONS INTERNATIONAL CORPORATION": 1,
          "BLUE TECH INC.": 1,
          "APPLICA SOLUTIONS, INC.": 1,
          "PROFESSIONAL SOLUTIONS1 LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "ADVANCED ALLIANT SOLUTIONS TEAM, LIMITED PARTNERSHIP": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1
        },
        "top_agency": "Department of the Treasury",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 11.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Greenplum\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.7M</text><line x1=\"56\" y1=\"142.9\" x2=\"704\" y2=\"142.9\" class=\"pp-median\"/><text x=\"704\" y=\"136.9\" class=\"pp-median-label\" text-anchor=\"end\">median $1.8M</text><rect x=\"69.7\" y=\"180.8\" width=\"44.6\" height=\"35.2\" class=\"pp-bar\"><title>TIRNO12Z000210055 — $868k — Department of the Treasury — 2016-08-11</title></rect><rect x=\"141.7\" y=\"191.9\" width=\"44.6\" height=\"24.1\" class=\"pp-bar\"><title>2032H521F00036 — $596k — Department of the Treasury — 2020-10-01</title></rect><rect x=\"213.7\" y=\"200.9\" width=\"44.6\" height=\"15.1\" class=\"pp-bar\"><title>9523ZY21F0044 — $374k — Commodity Futures Trading Commission — 2021-06-01</title></rect><rect x=\"285.7\" y=\"210.6\" width=\"44.6\" height=\"5.4\" class=\"pp-bar\"><title>2032H522F00471 — $133k — Department of the Treasury — 2022-09-01</title></rect><rect x=\"357.7\" y=\"203.6\" width=\"44.6\" height=\"12.4\" class=\"pp-bar\"><title>2043FY22F00094 — $306k — Department of the Treasury — 2022-09-30</title></rect><rect x=\"429.7\" y=\"37.8\" width=\"44.6\" height=\"178.2\" class=\"pp-bar\"><title>28321323FDX030036 — $4.4M — Social Security Administration — 2022-12-20</title></rect><rect x=\"501.7\" y=\"24.0\" width=\"44.6\" height=\"192.0\" class=\"pp-bar\"><title>2032H523C00025 — $4.7M — Department of the Treasury — 2023-03-29</title></rect><rect x=\"573.7\" y=\"142.9\" width=\"44.6\" height=\"73.1\" class=\"pp-bar\"><title>28321326FA0010026 — $1.8M — Social Security Administration — 2026-01-30</title></rect><rect x=\"645.7\" y=\"119.5\" width=\"44.6\" height=\"96.5\" class=\"pp-bar\"><title>28321326FDX030212 — $2.4M — Social Security Administration — 2026-09-29</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2016-08-11</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-29</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (9 awards, obligated)</text></svg>",
      "published_date": "2026-09-01",
      "url": "/greenplum/",
      "changelog": [
        {
          "date": "2026-08-31",
          "note": "Initial publication: 9 awards, $133,120–$4,736,847."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $4,736,847 -> $4,397,184; lowest observed $133,120 -> $373,696"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "dataiku",
      "product_name": "Dataiku",
      "vendor": "Dataiku SAS",
      "list_price": null,
      "awards": [
        {
          "award_id": "FA701421F0269",
          "recipient": "JASPER SOLUTIONS INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2021-09-28",
          "end_date": "2022-09-30",
          "amount": 699241.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "WARREN HAF/A9 DATAIKU LICENSE",
          "psc_code": "R707",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701421F0269_9700_FA701420A0008_9700"
        },
        {
          "award_id": "N0018922FR066",
          "recipient": "FOUR LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2022-05-23",
          "end_date": "2023-05-26",
          "amount": 406781.85,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAIKU DSS ENTERPRISE PACK",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018922FR066_9700_NNG15SC73B_8000"
        },
        {
          "award_id": "FA701422F0410",
          "recipient": "JASPER SOLUTIONS INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-09-30",
          "end_date": "2023-09-29",
          "amount": 1786876.58,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PKS-WARREN-WHITFIELD: DATAIKU LICENSE ORDER",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701422F0410_9700_FA701420A0008_9700"
        },
        {
          "award_id": "FA701423F0420",
          "recipient": "JASPER SOLUTIONS INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-09-30",
          "end_date": "2024-09-29",
          "amount": 2400568.34,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PKS-WARREN-KIDO : SAF/SA DATAIKU CALL ORDER",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701423F0420_9700_FA701420A0008_9700"
        },
        {
          "award_id": "80NSSC23FB071",
          "recipient": "TRANSOURCE SERVICES CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2023-10-01",
          "end_date": "2024-09-30",
          "amount": 96603.13,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT",
          "psc_code": "7E21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC23FB071_8000_NNG15SD55B_8000"
        },
        {
          "award_id": "FA872624FB126",
          "recipient": "THREE WIRE SYSTEMS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2024-09-30",
          "end_date": "2025-09-29",
          "amount": 1745097.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAIKU 2401",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA872624FB126_9700_NNG15SD25B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "licences",
          "award_id": "FA701422F0410",
          "excerpt": "PKS-WARREN-WHITFIELD: DATAIKU LICENSE ORDER"
        },
        {
          "pattern": "licences",
          "award_id": "FA701421F0269",
          "excerpt": "WARREN HAF/A9 DATAIKU LICENSE"
        },
        {
          "pattern": "implementation",
          "award_id": "80NSSC23FB071",
          "excerpt": "DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT"
        }
      ],
      "headline_basis": "all",
      "headline_count": 6,
      "headline_band": {
        "basis": "all",
        "scope": "all recorded",
        "n": 6,
        "low": 96603.13,
        "p25": 479896.7,
        "median": 1745097.04,
        "p75": 1776431.7,
        "high": 2400568.34,
        "from": "2021-09-28",
        "to": "2024-09-30"
      },
      "clean_count": 2,
      "scope_counts": {
        "unknown": 3,
        "license": 2,
        "services": 1
      },
      "observed_low": 96603.13,
      "observed_high": 2400568.34,
      "observed_median": 1745097.04,
      "observed_total": 7135168.1899999995,
      "award_count": 6,
      "agency_count": 2,
      "date_range": {
        "from": "2021-09-28",
        "to": "2024-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Dataiku",
      "slug": "dataiku",
      "prose": {
        "answer_lead": "The lowest contract total for Dataiku was $96,603.13 and the highest was $2,400,568.34, across 6 public contract awards. Of these 6 awards, 2 are for license or renewal purchases.",
        "renewal_watch": "One award for $699,241.25 is described as a \"DATAIKU LICENSE.\" Another award for $1,786,876.58 is for a \"DATAIKU LICENSE ORDER.\" A separate award for $96,603.13 includes \"DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT.\" The highest award, at $2,400,568.34, is for a \"DATAIKU CALL ORDER.\"",
        "faq": [
          {
            "question": "What is the range of contract awards for Dataiku?",
            "answer": "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2,400,568.34.",
            "award_ids": []
          },
          {
            "question": "What is included in the Dataiku contract for $96,603.13?",
            "answer": "The contract for $96,603.13 includes \"DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT.\" This indicates that the award covers both the software and its implementation.",
            "award_ids": [
              "80NSSC23FB071"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The Department of Defense awarded $1,786,876.58 for a \"DATAIKU LICENSE ORDER\".",
            "empty_faq_answer: What was the amount of a Dataiku license order from the Department of Defense?"
          ],
          "rewritten": [
            "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2",
            "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2",
            "Buyers should note that contract descriptions for Dataiku vary. For example, one",
            "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2",
            "The Department of Defense awarded $1,786,876.58 for a \"DATAIKU LICENSE ORDER.\" A",
            "The Department of Defense awarded $1,786,876.58 for a \"DATAIKU LICENSE ORDER.\""
          ],
          "faq_in": 3,
          "faq_dropped": 1,
          "faq_kept": 2,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 6 public contract awards from 2 awarding agencies.",
          "Only 2 of the 6 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
          "The lowest observed award is below the median by a factor of 18.1, and the highest is 24.8 times the lowest.",
          "5 of 6 awards (83%) come from Department of Defense.",
          "The most frequent recipient across these awards is JASPER SOLUTIONS INC., on 3 awards (50%).",
          "The records span 2021-09-28 to 2024-09-30."
        ],
        "numbers": [
          83,
          50,
          24.8,
          18.1,
          2,
          5,
          3,
          2,
          4
        ],
        "basis_sentence": "Only 2 of the 6 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
        "scope_counts": {
          "unknown": 3,
          "license": 2,
          "services": 1
        },
        "agency_names": [
          "Department of Defense",
          "National Aeronautics and Space Administration"
        ],
        "agency_counts": {
          "Department of Defense": 5,
          "National Aeronautics and Space Administration": 1
        },
        "recipient_counts": {
          "JASPER SOLUTIONS INC.": 3,
          "FOUR LLC": 1,
          "TRANSOURCE SERVICES CORP.": 1,
          "THREE WIRE SYSTEMS, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "JASPER SOLUTIONS INC.",
        "spread_ratio": 24.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Dataiku\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"76.4\" x2=\"704\" y2=\"76.4\" class=\"pp-median\"/><text x=\"704\" y=\"70.4\" class=\"pp-median-label\" text-anchor=\"end\">median $1.7M</text><rect x=\"76.5\" y=\"160.1\" width=\"67.0\" height=\"55.9\" class=\"pp-bar\"><title>FA701421F0269 — $699k — Department of Defense — 2021-09-28</title></rect><rect x=\"184.5\" y=\"183.5\" width=\"67.0\" height=\"32.5\" class=\"pp-bar\"><title>N0018922FR066 — $407k — Department of Defense — 2022-05-23</title></rect><rect x=\"292.5\" y=\"73.1\" width=\"67.0\" height=\"142.9\" class=\"pp-bar\"><title>FA701422F0410 — $1.8M — Department of Defense — 2022-09-30</title></rect><rect x=\"400.5\" y=\"24.0\" width=\"67.0\" height=\"192.0\" class=\"pp-bar\"><title>FA701423F0420 — $2.4M — Department of Defense — 2023-09-30</title></rect><rect x=\"508.5\" y=\"208.3\" width=\"67.0\" height=\"7.7\" class=\"pp-bar\"><title>80NSSC23FB071 — $97k — National Aeronautics and Space Administration — 2023-10-01</title></rect><rect x=\"616.5\" y=\"76.4\" width=\"67.0\" height=\"139.6\" class=\"pp-bar\"><title>FA872624FB126 — $1.7M — Department of Defense — 2024-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-09-28</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2024-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (6 awards, obligated)</text></svg>",
      "published_date": "2026-08-29",
      "url": "/dataiku/",
      "changelog": [
        {
          "date": "2026-08-29",
          "note": "Initial publication: 6 awards, $96,603–$2,400,568."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "stardog",
      "product_name": "Stardog",
      "vendor": "Stardog Union",
      "list_price": null,
      "awards": [
        {
          "award_id": "75N91022F00002",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2022-04-01",
          "end_date": "2023-03-31",
          "amount": 41845.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "NEW TECH SOLUTIONS INC:1110203 [22-016186] SOFTWARE: STARDOG PRODUCTION NODE -- CATALOG # : CSSTARDOG_PN-1",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N91022F00002_7529_HHSN316201500040W_7529"
        },
        {
          "award_id": "W15QKN22F0519",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-08-29",
          "end_date": "2023-09-20",
          "amount": 94788.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG SOFTWARE LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W15QKN22F0519_9700_NNG15SD76B_8000"
        },
        {
          "award_id": "N0042123P0393",
          "recipient": "STARDOG UNION, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2023-07-01",
          "end_date": "2024-06-30",
          "amount": 90000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042123P0393_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "N0042124P0020",
          "recipient": "STARDOG UNION, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2023-10-19",
          "end_date": "2024-10-18",
          "amount": 150000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042124P0020_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "W15QKN24F0092",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2024-01-16",
          "end_date": "2024-10-30",
          "amount": 93500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W15QKN24F0092_9700_W52P1J20D0049_9700"
        },
        {
          "award_id": "W91QEX25C0004",
          "recipient": "STARDOG UNION, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2025-06-24",
          "end_date": "2026-06-23",
          "amount": 3317496.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "STARDOG CENTER OF EXCELLENCE",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91QEX25C0004_9700_-NONE-_-NONE-"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "N0042124P0020",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N0042124P0020",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN22F0519",
          "excerpt": "STARDOG SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN24F0092",
          "excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "W15QKN24F0092",
          "excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN24F0092",
          "excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "N0042123P0393",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N0042123P0393",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 5,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 5,
        "low": 41845.95,
        "p25": 90000.0,
        "median": 93500.0,
        "p75": 94788.99,
        "high": 150000.0,
        "from": "2022-04-01",
        "to": "2025-06-24"
      },
      "clean_count": 5,
      "scope_counts": {
        "unknown": 1,
        "license": 5
      },
      "observed_low": 41845.95,
      "observed_high": 150000.0,
      "observed_median": 93500.0,
      "observed_total": 470134.94,
      "award_count": 6,
      "agency_count": 2,
      "date_range": {
        "from": "2022-04-01",
        "to": "2025-06-24"
      },
      "last_verified": "2026-10-05",
      "name": "Stardog",
      "slug": "stardog",
      "prose": {
        "answer_lead": "Public agencies have awarded contracts for Stardog. The lowest recorded contract amount is $41,845.95, from award 20327421F0008. The highest recorded contract amount is $150,000 from award 20327421F0008.",
        "renewal_watch": "Awards N0042123P0393, N0042124P0020, and W15QKN24F0092 explicitly mention 'license + support' or 'license subscription and support'. The lowest observed award for a license was $41,845.95, while the highest for a license with support reached $150,000.",
        "faq": [
          {
            "question": "What have agencies paid for Stardog licenses?",
            "answer": "Public agencies have paid between $41,845.95 and $150,000 for Stardog licenses. The median award for these types of purchases was $93,500 across 5 awards.",
            "award_ids": [
              "75N91022F00002",
              "W15QKN22F0519",
              "N0042123P0393",
              "N0042124P0020",
              "W15QKN24F0092"
            ]
          },
          {
            "question": "Are support costs included with Stardog licenses?",
            "answer": "Awards such as N0042123P0393, N0042124P0020, and W15QKN24F0092 explicitly state 'license + support' or 'license subscription and support'. This indicates that support is often bundled with the license in the total contract amount.",
            "award_ids": [
              "N0042123P0393",
              "N0042124P0020",
              "W15QKN24F0092"
            ]
          },
          {
            "question": "What is the range of contract totals for Stardog license and renewal purchases?",
            "answer": "For license and renewal purchases of Stardog, contract totals have ranged from $41,845.95 to $150,000. The middle 50% of these awards, based on 5 records, fall between $90,000 and $94,788.99, with a median of $93,500.",
            "award_ids": [
              "75N91022F00002",
              "W15QKN22F0519",
              "N0042123P0393",
              "N0042124P0020",
              "W15QKN24F0092"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have awarded contracts for Stardog from $41,845.95 to $150,000. ",
            "Buyers should note that several contract descriptions for Stardog include both '",
            "Public agencies have paid between $41,845.95 and $150,000 for Stardog licenses. ",
            "Based on contract descriptions, support is frequently included with Stardog lice"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 6 public contract awards from 2 awarding agencies.",
          "The figures below are computed from 5 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.2, and the highest is 3.6 times the lowest.",
          "5 of 6 awards (83%) come from Department of Defense.",
          "The most frequent recipient across these awards is STARDOG UNION, INC., on 3 awards (50%).",
          "The records span 2022-04-01 to 2025-06-24."
        ],
        "numbers": [
          83,
          50,
          3.6,
          2.2,
          2,
          5,
          3,
          5,
          1
        ],
        "basis_sentence": "The figures below are computed from 5 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 1,
          "license": 5
        },
        "agency_names": [
          "Department of Defense",
          "Department of Health and Human Services"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 1,
          "Department of Defense": 5
        },
        "recipient_counts": {
          "NEW TECH SOLUTIONS, INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 2,
          "STARDOG UNION, INC.": 3
        },
        "top_agency": "Department of Defense",
        "top_recipient": "STARDOG UNION, INC.",
        "spread_ratio": 3.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Stardog\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$3.3M</text><line x1=\"56\" y1=\"210.6\" x2=\"704\" y2=\"210.6\" class=\"pp-median\"/><text x=\"704\" y=\"204.6\" class=\"pp-median-label\" text-anchor=\"end\">median $94k</text><rect x=\"76.5\" y=\"213.6\" width=\"67.0\" height=\"2.4\" class=\"pp-bar\"><title>75N91022F00002 — $42k — Department of Health and Human Services — 2022-04-01</title></rect><rect x=\"184.5\" y=\"210.5\" width=\"67.0\" height=\"5.5\" class=\"pp-bar\"><title>W15QKN22F0519 — $95k — Department of Defense — 2022-08-29</title></rect><rect x=\"292.5\" y=\"210.8\" width=\"67.0\" height=\"5.2\" class=\"pp-bar\"><title>N0042123P0393 — $90k — Department of Defense — 2023-07-01</title></rect><rect x=\"400.5\" y=\"207.3\" width=\"67.0\" height=\"8.7\" class=\"pp-bar\"><title>N0042124P0020 — $150k — Department of Defense — 2023-10-19</title></rect><rect x=\"508.5\" y=\"210.6\" width=\"67.0\" height=\"5.4\" class=\"pp-bar\"><title>W15QKN24F0092 — $94k — Department of Defense — 2024-01-16</title></rect><rect x=\"616.5\" y=\"24.0\" width=\"67.0\" height=\"192.0\" class=\"pp-bar\"><title>W91QEX25C0004 — $3.3M — Department of Defense — 2025-06-24</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2022-04-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2025-06-24</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (6 awards, obligated)</text></svg>",
      "published_date": "2026-08-27",
      "url": "/stardog/",
      "changelog": [
        {
          "date": "2026-08-28",
          "note": "Initial publication: 6 awards, $41,846–$3,317,496."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $3,317,496 -> $150,000"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "trifacta",
      "product_name": "Trifacta",
      "vendor": "Alteryx",
      "list_price": null,
      "awards": [
        {
          "award_id": "75F40121F80352",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2021-08-25",
          "end_date": "2024-04-30",
          "amount": 1191290.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40121F80352_7524_NNG15SD26B_8000"
        },
        {
          "award_id": "70RSAT22FR0000003",
          "recipient": "WESTWIND TEAM LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2021-12-16",
          "end_date": "2022-11-17",
          "amount": 185690.17,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TRIFACTA SW",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RSAT22FR0000003_7001_HSHQDC13D00010_7001"
        },
        {
          "award_id": "FA701422P0024",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-08-31",
          "end_date": "2023-08-17",
          "amount": 500000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "WARREN:WARREN SAF/CO TRIFACTA LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701422P0024_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "80NSSC22PC157",
          "recipient": "INTELLIGENT INTERNATIONAL INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2022-11-15",
          "end_date": "2023-11-14",
          "amount": 94257.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TRIFACTA LICENSE RENEWAL FOR IMPALA.",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC22PC157_8000_-NONE-_-NONE-"
        },
        {
          "award_id": "80NSSC24FA067",
          "recipient": "CYKOR LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2023-11-15",
          "end_date": "2024-11-14",
          "amount": 101000.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "ALTERYX TRIFACTA DESIGNER CLOUD SW RENEWAL",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC24FA067_8000_NNG15SD66B_8000"
        },
        {
          "award_id": "75F40124F80068",
          "recipient": "GOVERNMENT ACQUISITIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2024-03-14",
          "end_date": "2025-04-30",
          "amount": 234569.14,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40124F80068_7524_NNG15SD23B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FA067",
          "excerpt": "ALTERYX TRIFACTA DESIGNER CLOUD SW RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "75F40121F80352",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75F40121F80352",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "FA701422P0024",
          "excerpt": "WARREN:WARREN SAF/CO TRIFACTA LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "75F40124F80068",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75F40124F80068",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22PC157",
          "excerpt": "TRIFACTA LICENSE RENEWAL FOR IMPALA."
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC22PC157",
          "excerpt": "TRIFACTA LICENSE RENEWAL FOR IMPALA."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 4,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 4,
        "low": 94257.45,
        "p25": 199491.22,
        "median": 500000.0,
        "p75": 672822.52,
        "high": 1191290.06,
        "from": "2021-08-25",
        "to": "2024-03-14"
      },
      "clean_count": 4,
      "scope_counts": {
        "bundle": 1,
        "license": 3,
        "unknown": 1,
        "renewal": 1
      },
      "observed_low": 94257.45,
      "observed_high": 1191290.06,
      "observed_median": 500000.0,
      "observed_total": 2020116.6500000001,
      "award_count": 6,
      "agency_count": 4,
      "date_range": {
        "from": "2021-08-25",
        "to": "2024-03-14"
      },
      "last_verified": "2026-10-05",
      "name": "Trifacta",
      "slug": "trifacta",
      "prose": {
        "answer_lead": "Public agencies have awarded 6 contracts naming Trifacta, from $94,257 to $1,191,290, each traced to a USAspending record. 4 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "One renewal award for a Trifacta license was $94,257.45 (award ID 80NSSC22PC157).",
        "faq": [
          {
            "question": "What is the range of contract awards for Trifacta licenses and renewals?",
            "answer": "Contract awards for Trifacta licenses and renewals have ranged from $94,257.45 to $1,191,290.06. The median award for these types of purchases is $500,000, based on 4 contract records.",
            "award_ids": [
              "75F40121F80352",
              "FA701422P0024",
              "80NSSC22PC157",
              "75F40124F80068"
            ]
          },
          {
            "question": "Are there any hidden costs or bundled services to consider with Trifacta?",
            "answer": "Awards of $1,191,290.06 and $234,569.14 included both license and support.",
            "award_ids": [
              "75F40121F80352",
              "75F40124F80068",
              "80NSSC24FA067"
            ]
          },
          {
            "question": "What agencies have purchased Trifacta?",
            "answer": "The Department of Health and Human Services made 2 awards, the National Aeronautics and Space Administration made 2 awards, the Department of Homeland Security made 1 award, and the Department of Defense made 1 award.",
            "award_ids": []
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 4 awards for licenses and renewals."
          ],
          "rewritten": [
            "Public agencies have recorded contract awards for Trifacta ranging from a low of",
            "Public agencies have recorded contract awards for Trifacta ranging from a low of",
            "Buyers should note that renewal costs for Trifacta have varied. One renewal awar",
            "Some contract descriptions for Trifacta explicitly mention \"SOFTWARE LICENSE AND",
            "Awards of $1,191,290.06 and $234,569.14 included both license and support. Anoth",
            "Four agencies have purchased Trifacta. The Department of Health and Human Servic"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 6 public contract awards from 4 awarding agencies.",
          "The figures below are computed from 4 licence and renewal awards; the other 2 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.3, and the highest is 12.6 times the lowest.",
          "2 of 6 awards (33%) come from Department of Health and Human Services.",
          "The most frequent recipient across these awards is THUNDERCAT TECHNOLOGY, LLC, on 1 awards (17%).",
          "The records span 2021-08-25 to 2024-03-14."
        ],
        "numbers": [
          33,
          17,
          12.6,
          5.3,
          4,
          2,
          1,
          4,
          2
        ],
        "basis_sentence": "The figures below are computed from 4 licence and renewal awards; the other 2 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 1,
          "license": 3,
          "unknown": 1,
          "renewal": 1
        },
        "agency_names": [
          "Department of Health and Human Services",
          "National Aeronautics and Space Administration",
          "Department of Homeland Security",
          "Department of Defense"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 2,
          "Department of Homeland Security": 1,
          "Department of Defense": 1,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "WESTWIND TEAM LLP": 1,
          "CARAHSOFT TECHNOLOGY CORP": 1,
          "INTELLIGENT INTERNATIONAL INC.": 1,
          "CYKOR LLC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1
        },
        "top_agency": "Department of Health and Human Services",
        "top_recipient": "THUNDERCAT TECHNOLOGY, LLC",
        "spread_ratio": 12.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Trifacta\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$596k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.2M</text><line x1=\"56\" y1=\"135.4\" x2=\"704\" y2=\"135.4\" class=\"pp-median\"/><text x=\"704\" y=\"129.4\" class=\"pp-median-label\" text-anchor=\"end\">median $500k</text><rect x=\"76.5\" y=\"24.0\" width=\"67.0\" height=\"192.0\" class=\"pp-bar\"><title>75F40121F80352 — $1.2M — Department of Health and Human Services — 2021-08-25</title></rect><rect x=\"184.5\" y=\"186.1\" width=\"67.0\" height=\"29.9\" class=\"pp-bar\"><title>70RSAT22FR0000003 — $186k — Department of Homeland Security — 2021-12-16</title></rect><rect x=\"292.5\" y=\"135.4\" width=\"67.0\" height=\"80.6\" class=\"pp-bar\"><title>FA701422P0024 — $500k — Department of Defense — 2022-08-31</title></rect><rect x=\"400.5\" y=\"200.8\" width=\"67.0\" height=\"15.2\" class=\"pp-bar\"><title>80NSSC22PC157 — $94k — National Aeronautics and Space Administration — 2022-11-15</title></rect><rect x=\"508.5\" y=\"199.7\" width=\"67.0\" height=\"16.3\" class=\"pp-bar\"><title>80NSSC24FA067 — $101k — National Aeronautics and Space Administration — 2023-11-15</title></rect><rect x=\"616.5\" y=\"178.2\" width=\"67.0\" height=\"37.8\" class=\"pp-bar\"><title>75F40124F80068 — $235k — Department of Health and Human Services — 2024-03-14</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-08-25</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2024-03-14</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (6 awards, obligated)</text></svg>",
      "published_date": "2026-08-28",
      "url": "/trifacta/",
      "changelog": [
        {
          "date": "2026-08-26",
          "note": "Initial publication: 6 awards, $94,257–$1,191,290."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "bigquery",
      "product_name": "BigQuery",
      "vendor": "Google Cloud",
      "list_price": {
        "value": 6.25,
        "unit": "USD per tebibyte scanned",
        "publisher": "Google LLC",
        "url": "https://cloud.google.com/bigquery/pricing",
        "quote": "Queries (on-demand) — 1 tebibyte and above — $6.25 / 1 tebibyte, per 1 month / account",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "N6227120F1097",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": "Google Cloud",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.93,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2020-09-01",
          "end_date": "2021-03-31",
          "amount": 6790.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY",
          "psc_code": "D305",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6227120F1097_9700_NNG15SC92B_8000"
        }
      ],
      "hidden_costs": [],
      "headline_basis": "all",
      "headline_count": 1,
      "headline_band": {
        "basis": "all",
        "scope": "all recorded",
        "n": 1,
        "low": 6790.0,
        "p25": 6790.0,
        "median": 6790.0,
        "p75": 6790.0,
        "high": 6790.0,
        "from": "2020-09-01",
        "to": "2020-09-01"
      },
      "clean_count": 1,
      "scope_counts": {
        "license": 1
      },
      "observed_low": 6790.0,
      "observed_high": 6790.0,
      "observed_median": 6790.0,
      "observed_total": 6790.0,
      "award_count": 1,
      "agency_count": 1,
      "date_range": {
        "from": "2020-09-01",
        "to": "2020-09-01"
      },
      "last_verified": "2026-10-05",
      "name": "BigQuery",
      "slug": "bigquery",
      "prose": {
        "answer_lead": "Public agencies have reported contract awards for Google Cloud BigQuery. Google LLC lists a price of $6.25 per tebibyte scanned for on-demand queries.",
        "renewal_watch": "The single recorded award for Google Cloud BigQuery, dated 2020-09-01, was for $6,790 and described as \"GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY.\" This suggests a purchase of platform credits that can be used for BigQuery. The description does not specify a duration for the access.",
        "faq": [
          {
            "question": "What is the typical cost for Google Cloud BigQuery based on public records?",
            "answer": "One contract award for Google Cloud BigQuery was observed. This award was for $6,790 and included purchases for licenses, services, training, and bundled products.",
            "award_ids": []
          },
          {
            "question": "Are there any hidden fees associated with Google Cloud BigQuery purchases?",
            "answer": "The available evidence does not explicitly detail hidden fees. The single recorded award for $6,790 was for \"GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY.\" This suggests a credit-based system where costs are incurred as services are consumed.",
            "award_ids": [
              "N6227120F1097"
            ]
          },
          {
            "question": "What kind of purchases are included in the reported contract totals for Google Cloud BigQuery?",
            "answer": "The reported contract totals for Google Cloud BigQuery cover every recorded award, including licenses, services, training, and multi-product purchases. For example, one award for $6,790 was specifically for \"GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY.\"",
            "award_ids": [
              "N6227120F1097"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The lowest recorded contract amount is $6,790 from contract 20329700001.",
            "The highest recorded contract amount is $6,790 from contract 20329700001."
          ],
          "rewritten": [
            "Public agencies have reported contract awards for Google Cloud BigQuery ranging ",
            "Public agencies have reported contract awards for Google Cloud BigQuery. The low",
            "The single recorded award for Google Cloud BigQuery, dated 2020-09-01, was for $",
            "Based on the available public records, the observed contract awards for Google C",
            "Based on the available public records, one contract award for Google Cloud BigQu",
            "The available evidence does not explicitly detail hidden fees. The single record"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 1 public contract awards from 1 awarding agencies.",
          "Only 1 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
          "The lowest observed award is below the median by a factor of 1.0, and the highest is 1.0 times the lowest.",
          "1 of 1 awards (100%) come from Department of Defense.",
          "The most frequent recipient across these awards is THUNDERCAT TECHNOLOGY, LLC, on 1 awards (100%).",
          "The records span 2020-09-01 to 2020-09-01."
        ],
        "numbers": [
          100,
          100,
          1.0,
          1.0,
          1,
          1,
          1,
          1,
          0
        ],
        "basis_sentence": "Only 1 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
        "scope_counts": {
          "license": 1
        },
        "agency_names": [
          "Department of Defense"
        ],
        "agency_counts": {
          "Department of Defense": 1
        },
        "recipient_counts": {
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "THUNDERCAT TECHNOLOGY, LLC",
        "spread_ratio": 1.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for BigQuery\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$3k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$7k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-median\"/><text x=\"704\" y=\"18.0\" class=\"pp-median-label\" text-anchor=\"end\">median $7k</text><rect x=\"179.1\" y=\"24.0\" width=\"401.8\" height=\"192.0\" class=\"pp-bar\"><title>N6227120F1097 — $7k — Department of Defense — 2020-09-01</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2020-09-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2020-09-01</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (1 awards, obligated)</text></svg>",
      "published_date": "2026-08-24",
      "url": "/bigquery/",
      "changelog": [
        {
          "date": "2026-08-24",
          "note": "Initial publication: 1 awards, $6,790–$6,790."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    {
      "product_slug": "redshift",
      "product_name": "Amazon Redshift",
      "vendor": "Amazon Web Services",
      "list_price": {
        "value": 0.543,
        "unit": "USD per hour (starting)",
        "publisher": "Amazon Web Services, Inc.",
        "url": "https://aws.amazon.com/redshift/pricing/",
        "quote": "Redshift Provisioned starts at $0.543 per hour",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "273FCC22F0158",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2022-08-31",
          "end_date": "2024-06-30",
          "amount": 15442.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAS ACCESS AMAZON REDSHIFT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_273FCC22F0158_2700_47QTCA18D0081_4732"
        }
      ],
      "hidden_costs": [],
      "headline_basis": "all",
      "headline_count": 1,
      "headline_band": {
        "basis": "all",
        "scope": "all recorded",
        "n": 1,
        "low": 15442.0,
        "p25": 15442.0,
        "median": 15442.0,
        "p75": 15442.0,
        "high": 15442.0,
        "from": "2022-08-31",
        "to": "2022-08-31"
      },
      "clean_count": 0,
      "scope_counts": {
        "unknown": 1
      },
      "observed_low": 15442.0,
      "observed_high": 15442.0,
      "observed_median": 15442.0,
      "observed_total": 15442.0,
      "award_count": 1,
      "agency_count": 1,
      "date_range": {
        "from": "2022-08-31",
        "to": "2022-08-31"
      },
      "last_verified": "2026-10-05",
      "name": "Amazon Redshift",
      "slug": "redshift",
      "prose": {
        "answer_lead": "Public agencies have recorded contract awards for Amazon Redshift. The lowest recorded contract award for Amazon Redshift was $15,442. The highest recorded contract award for Amazon Redshift was $15,442.",
        "renewal_watch": "The available evidence shows one contract award for \"SAS ACCESS AMAZON REDSHIFT\" from the Federal Communications Commission for $15,442.",
        "faq": [
          {
            "question": "What is the range of contract awards for Amazon Redshift by public agencies?",
            "answer": "Public agencies have recorded contract awards for Amazon Redshift ranging from $15,442 to $15,442. This range is based on all recorded awards, including services and bundled purchases, as few direct licence or renewal purchases were identified. The single award found was for \"SAS ACCESS AMAZON REDSHIFT.\"",
            "award_ids": [
              "273FCC22F0158"
            ]
          },
          {
            "question": "What was the Federal Communications Commission's contract award for Amazon Redshift?",
            "answer": "The Federal Communications Commission made one contract award for Amazon Redshift. The award was for $15,442 and was described as \"SAS ACCESS AMAZON REDSHIFT.\"",
            "award_ids": [
              "273FCC22F0158"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "No information is available about the starting price for Redshift Provisioned.",
            "empty_faq_answer: What is the vendor's listed starting price for Amazon Redshift?"
          ],
          "rewritten": [
            "Public agencies have recorded contract awards for Amazon Redshift ranging from $",
            "Public agencies have recorded contract awards for Amazon Redshift ranging from $",
            "The available evidence shows one contract award for \"SAS ACCESS AMAZON REDSHIFT\"",
            "The Federal Communications Commission made one contract award for Amazon Redshif",
            "Amazon Web Services, the vendor, lists a starting price for Redshift Provisioned",
            "No information is available about the starting price for Redshift Provisioned."
          ],
          "faq_in": 3,
          "faq_dropped": 1,
          "faq_kept": 2,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 1 public contract awards from 1 awarding agencies.",
          "Only 0 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
          "The lowest observed award is below the median by a factor of 1.0, and the highest is 1.0 times the lowest.",
          "1 of 1 awards (100%) come from Federal Communications Commission.",
          "The most frequent recipient across these awards is EXECUTIVE INFORMATION SYSTEMS, L.L.C., on 1 awards (100%).",
          "The records span 2022-08-31 to 2022-08-31."
        ],
        "numbers": [
          100,
          100,
          1.0,
          1.0,
          1,
          1,
          1,
          0,
          1
        ],
        "basis_sentence": "Only 0 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
        "scope_counts": {
          "unknown": 1
        },
        "agency_names": [
          "Federal Communications Commission"
        ],
        "agency_counts": {
          "Federal Communications Commission": 1
        },
        "recipient_counts": {
          "EXECUTIVE INFORMATION SYSTEMS, L.L.C.": 1
        },
        "top_agency": "Federal Communications Commission",
        "top_recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
        "spread_ratio": 1.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Amazon Redshift\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$8k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$15k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-median\"/><text x=\"704\" y=\"18.0\" class=\"pp-median-label\" text-anchor=\"end\">median $15k</text><rect x=\"179.1\" y=\"24.0\" width=\"401.8\" height=\"192.0\" class=\"pp-bar\"><title>273FCC22F0158 — $15k — Federal Communications Commission — 2022-08-31</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2022-08-31</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2022-08-31</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (1 awards, obligated)</text></svg>",
      "published_date": "2026-08-25",
      "url": "/redshift/",
      "changelog": [
        {
          "date": "2026-08-25",
          "note": "Initial publication: 1 awards, $15,442–$15,442."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    }
  ],
  "products_by_slug": {
    "tableau": {
      "product_slug": "tableau",
      "product_name": "Tableau",
      "vendor": "Salesforce (Tableau Software)",
      "list_price": null,
      "awards": [
        {
          "award_id": "HSCETE15F00041",
          "recipient": "TRIAD TECHNOLOGY PARTNERS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2015-06-11",
          "end_date": "2016-06-10",
          "amount": 342445.75,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TABLEAU ENTERPRISE SOFTWARE FOR THE STUDENT AND EXCHANGE VISITOR PROGRAM",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE15F00041_7012_GS35F0298W_4730"
        },
        {
          "award_id": "TFSACFP15K0051",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Bureau of the Fiscal Service",
          "action_date": "2015-06-16",
          "end_date": "2020-06-27",
          "amount": 1202027.74,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TABLEAU FOR CFPB",
          "psc_code": "7035",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TFSACFP15K0051_2036_NNG15SD26B_8000"
        },
        {
          "award_id": "HSHQDC15J00260",
          "recipient": "WESTWIND TEAM LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2015-07-07",
          "end_date": "2020-07-06",
          "amount": 45610.48,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
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          "excerpt": "SYSTEM ADMINISTRATOR TO SUPPORT MULTIPLE ICE OCIO TOOLS INCLUDING; ERPA TABLEAU AND COLLIBRA."
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          "excerpt": "TABLEAU NEW AWARD  TABLEAU - CREATOR (SERVER) SUBSCRIPTION LICENSES (VENDOR PART NO. 200001773-2) TABLEAU - EXPLORER (SERVER) SUBSCRIPTION LICENSES (VENDOR PART NO. 200001774-2) TABLEAU - VIEWER (SERV"
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        },
        {
          "pattern": "renewal",
          "award_id": "75N96022F00003",
          "excerpt": "TABLEAU PROFESSIONAL RENEWAL FY22"
        },
        {
          "pattern": "renewal",
          "award_id": "75N96023F00002",
          "excerpt": "TABLEAU - PROFESSIONAL - RENEWAL- FY23"
        },
        {
          "pattern": "renewal",
          "award_id": "20341122F00006",
          "excerpt": "FY22 TABLEAU RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "49100424P0011",
          "excerpt": "TABLEAU LICENSES FOR NSF BFA"
        },
        {
          "pattern": "licences",
          "award_id": "273FCC26P0020",
          "excerpt": "TABLEAU S/W LICENSES."
        },
        {
          "pattern": "renewal",
          "award_id": "N5523625P0070",
          "excerpt": "C410A - SWRMC CODE 1173 - TABLEAU CREATOR RENEWAL LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "N5523625P0070",
          "excerpt": "C410A - SWRMC CODE 1173 - TABLEAU CREATOR RENEWAL LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "W9124J24F0051",
          "excerpt": "FY24 15 TABLEAU LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "1331L522FNEEP0534",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "140D7018F0063",
          "excerpt": "TABLEAU MAINTENANCE&SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "140D7018F0063",
          "excerpt": "TABLEAU MAINTENANCE&SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000258",
          "excerpt": "TABLEAU CREATOR LICENSES FOR TWO (2) MONTHS"
        },
        {
          "pattern": "licences",
          "award_id": "49100423F0002",
          "excerpt": "TABLEAU LICENSES FOR NSF BFA"
        },
        {
          "pattern": "licences",
          "award_id": "49100422F0003",
          "excerpt": "TABLEAU LICENSES FOR NSF BFA"
        },
        {
          "pattern": "training",
          "award_id": "70FA3022F00000255",
          "excerpt": "FY22 TABLEAU CREATOR LICENSES-TRAINING"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3022F00000255",
          "excerpt": "FY22 TABLEAU CREATOR LICENSES-TRAINING"
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FDX030065",
          "excerpt": "ALPHA SERVE TABLEAU CONNECTOR FOR JIRA SOFTWARE SUBSCRIPTION RENEWAL. PERIOD OF PERFORMANCE 3/9/2025 - 3/8/2026."
        },
        {
          "pattern": "integration",
          "award_id": "28321325FDX030065",
          "excerpt": "ALPHA SERVE TABLEAU CONNECTOR FOR JIRA SOFTWARE SUBSCRIPTION RENEWAL. PERIOD OF PERFORMANCE 3/9/2025 - 3/8/2026."
        },
        {
          "pattern": "licences",
          "award_id": "28321325FDX030065",
          "excerpt": "ALPHA SERVE TABLEAU CONNECTOR FOR JIRA SOFTWARE SUBSCRIPTION RENEWAL. PERIOD OF PERFORMANCE 3/9/2025 - 3/8/2026."
        },
        {
          "pattern": "licences",
          "award_id": "70CTD020FC0000108",
          "excerpt": "TABLEAU CREATOR LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "FA240124F0015",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "72061124F50002",
          "excerpt": "DMND0005666 PROCURE TABLEAU CREATOR SERVER 15 USERS"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FB138",
          "excerpt": "TABLEAU RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "7200AA23F50018",
          "excerpt": "(TABLEAU) THE PURPOSE OF THE AWARD IS TO RENEW DATA VISUALIZATION SOFTWARE."
        },
        {
          "pattern": "licences",
          "award_id": "72067423F50005",
          "excerpt": "PURCHASE OF TABLEAU LICENSES FOR USAID/SOUTH AFRICA"
        },
        {
          "pattern": "licences",
          "award_id": "72052023F50002",
          "excerpt": "TO PROCURE ARCGIS AND TABLEAU LICENSES FOR USAID/GUATEMALA STAFF"
        },
        {
          "pattern": "renewal",
          "award_id": "72067424F50007",
          "excerpt": "RENEWAL OF 13 X TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "72067424F50007",
          "excerpt": "RENEWAL OF 13 X TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "N0016422F0006",
          "excerpt": "CREATOR - LICENSE - 1 YEAR TABLEAU"
        },
        {
          "pattern": "renewal",
          "award_id": "70FBR923F00000035",
          "excerpt": "SP265-TABLEAU CREATOR SOFTWARE LICENSES/SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "70FBR923F00000035",
          "excerpt": "SP265-TABLEAU CREATOR SOFTWARE LICENSES/SUBSCRIPTIONS"
        },
        {
          "pattern": "support",
          "award_id": "70FBR922P00000029",
          "excerpt": "PURCHASE OF 13 TABLEAU LICENSES TO SUPPORT REGION 9 EMPLOYEES IN COMPILING RAW DATA AND PRODUCING REPORTS ACCORDINGLY."
        },
        {
          "pattern": "licences",
          "award_id": "70FBR922P00000029",
          "excerpt": "PURCHASE OF 13 TABLEAU LICENSES TO SUPPORT REGION 9 EMPLOYEES IN COMPILING RAW DATA AND PRODUCING REPORTS ACCORDINGLY."
        },
        {
          "pattern": "licences",
          "award_id": "72052324F50004",
          "excerpt": "12 LICENSES OF TABLEAU-CREATOR (SERVER) 12 MONTHS PERIOD FOR USAID/MEXICO STAFF."
        },
        {
          "pattern": "licences",
          "award_id": "140D0425F0558",
          "excerpt": "13 TABLEAU CREATOR SERVER LICENSES FOR INTERIOR BUSINESS CENTER, ACQUISITION SERVICES DIRECTORATE."
        },
        {
          "pattern": "licences",
          "award_id": "2033H625F00068",
          "excerpt": "TABLEAU CREATOR LICENSES - TREASURY-WIDE SALESFORCE SOFTWARE PRODUCTS CATALOG ORDER"
        },
        {
          "pattern": "licences",
          "award_id": "72061222F50003",
          "excerpt": "NEW 14 TABLEAU CREATOR SOFTWARE LICENSES FOR USAID/MALAWI."
        },
        {
          "pattern": "licences",
          "award_id": "140D0426F0508",
          "excerpt": "AQD-26-026 TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000071",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD021FR0000078",
          "excerpt": "SOFTWARE LICENSES (TABLEAU CREATOR)"
        },
        {
          "pattern": "training",
          "award_id": "12314423F0090",
          "excerpt": "TABLEAU LICENSES - REFERENCE CRQ 4356272  SECTION 889 HAS BEEN INCLUDED:  FAR.204.24 CERTIFICATION AND INCORPORATE 52.204.25"
        },
        {
          "pattern": "licences",
          "award_id": "12314423F0090",
          "excerpt": "TABLEAU LICENSES - REFERENCE CRQ 4356272  SECTION 889 HAS BEEN INCLUDED:  FAR.204.24 CERTIFICATION AND INCORPORATE 52.204.25"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000261",
          "excerpt": "TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1331L520F13OS0187",
          "excerpt": "TABLEAU LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "75R60222F80021",
          "excerpt": "TABLEAU LICENSES FOR BHW"
        },
        {
          "pattern": "renewal",
          "award_id": "73351024F0074",
          "excerpt": "TABLEAU CREATOR (SERVER/DESKTOP)-RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F0602",
          "excerpt": "RENEWAL OF TABLEAU LICENSES FOR NOAA/OAR"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F0602",
          "excerpt": "RENEWAL OF TABLEAU LICENSES FOR NOAA/OAR"
        },
        {
          "pattern": "licences",
          "award_id": "70FBR322P00000018",
          "excerpt": "TABLEAU LICENSES FOR FEMA REGION III"
        },
        {
          "pattern": "training",
          "award_id": "N6660425M1173",
          "excerpt": "TABLEAU - TRAINING - ELEARNING"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000073",
          "excerpt": "TABLEAU CREATOR LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "15JC1V24F00000021",
          "excerpt": "ADDITIONAL LICENSES: TABLEAU VIEWER FOR THE DOJ CIVIL DIVISION"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4024F00000100",
          "excerpt": "RENEWAL OF 7 TABLEAU CREATOR LICENSE KEYS (PART NUMBER: 200001773-2) TCKH-7BCB-9C50-2DA4-31CD, TCDQ-7C2D-1D40-2C5D-B21A, TCEW-7C73-9C20-5D5A-365B, TC12-7CB9-0990-E8A3-7871, TCUJ-7CE5-97D0-F057-B4C9, T"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4024F00000100",
          "excerpt": "RENEWAL OF 7 TABLEAU CREATOR LICENSE KEYS (PART NUMBER: 200001773-2) TCKH-7BCB-9C50-2DA4-31CD, TCDQ-7C2D-1D40-2C5D-B21A, TCEW-7C73-9C20-5D5A-365B, TC12-7CB9-0990-E8A3-7871, TCUJ-7CE5-97D0-F057-B4C9, T"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F13ES0102",
          "excerpt": "DELIVERY ORDER TO RENEW TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F13ES0102",
          "excerpt": "DELIVERY ORDER TO RENEW TABLEAU LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD020FC0000085",
          "excerpt": "TABLEAU BPA TABLEAU LICENSE, AND MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD020FC0000085",
          "excerpt": "TABLEAU BPA TABLEAU LICENSE, AND MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000260",
          "excerpt": "100 TABLEAU CREATOR LICENSES FOR TWO (2) MONTHS"
        },
        {
          "pattern": "licences",
          "award_id": "N6426724FG014",
          "excerpt": "TABLEAU DATA MGMT & TABLEAU VIEWER LICENSES PO# 4522452860"
        },
        {
          "pattern": "training",
          "award_id": "N0016723FG166",
          "excerpt": "PO 4522354715 TABLEAU TRAINING ELEARNING SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "15JC1V24F00000074",
          "excerpt": "NEW LICENSES FOR THE CIVIL DIVISION: TABLEAU FOR DATA ANALYTICS"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000307",
          "excerpt": "TABLEAU CREATOR SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4024F00000119",
          "excerpt": "THIS IS A FIRM FIXED PRICE (FFP) DELIVER ORDER.  THE CONTRACTOR SHALL PROVIDE TABLEAU LICENSES IN ACCORDANCE WITH THE CONTRACTORS BID #: 571683446 DATED 02/07/2024, AND IN ACCORDANCE WITH THE TERMS AN"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13ES0122",
          "excerpt": "RENEWAL OF TABLEAU LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1331L523F13ES0122",
          "excerpt": "RENEWAL OF TABLEAU LICENSES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 577,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 577,
        "low": 397.0,
        "p25": 18432.04,
        "median": 62371.9,
        "p75": 334916.83,
        "high": 13047775.55,
        "from": "2015-06-11",
        "to": "2026-10-01"
      },
      "clean_count": 577,
      "scope_counts": {
        "license": 368,
        "modification": 1,
        "bundle": 24,
        "renewal": 209,
        "unknown": 70,
        "training": 14,
        "support": 39,
        "services": 13
      },
      "observed_low": 397.0,
      "observed_high": 13047775.55,
      "observed_median": 62371.9,
      "observed_total": 196359648.43,
      "award_count": 738,
      "agency_count": 31,
      "date_range": {
        "from": "2015-06-11",
        "to": "2026-10-01"
      },
      "last_verified": "2026-10-05",
      "name": "Tableau",
      "slug": "tableau",
      "prose": {
        "answer_lead": "Public agencies have paid from $397 to $13,047,775.55 for Tableau, across 577 license and renewal awards. The median observed award for Tableau licenses and renewals is $62,371.90.",
        "renewal_watch": "Tableau appears in 738 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $397 to $13,047,776, the largest being $13,047,776 to Department of Veterans Affairs in 2023. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost for Tableau licenses and renewals?",
            "answer": "A quarter of these awards were for $18,432.04 or less, and another quarter were for $334,916.83 or more. The lowest observed award was $397 and the highest was $13,047,775.55.",
            "award_ids": []
          },
          {
            "question": "Are there examples of Tableau contracts that include implementation or integration services?",
            "answer": "Yes, some contracts include implementation or integration services. For instance, the Department of the Interior had an award for Tableau server and desktop software support and maintenance, which also included requirements for future development, deployment, and applications management (award ID: 140D0420P0070).",
            "award_ids": [
              "140D0420P0070",
              "140D0423P0227"
            ]
          },
          {
            "question": "What are some of the highest and lowest amounts paid for Tableau licenses?",
            "answer": "The highest amount paid for Tableau licenses was $13,047,775.55 by the Department of Veterans Affairs for business intelligence software subscription licenses and premium support services (award ID: 36C10B23F0160). The lowest observed award for a license was $397 by the Department of Justice for Tableau software maintenance renewal (award ID: 15DDPH23P00000007).",
            "award_ids": [
              "36C10B23F0160",
              "15DDPH23P00000007"
            ]
          },
          {
            "question": "What is the cost for Tableau training?",
            "answer": "The General Services Administration had an award for Tableau training for $187,748.39 (award ID: 47QFWA19F0052).",
            "award_ids": [
              "D819",
              "1605DC19F00305",
              "47QFWA19F0052"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The Department of the Treasury renewed Tableau licenses and purchased data management licenses for $725,426.33 in 2023 (award ID: 2031JW23F00136).",
            "The Department of Defense paid $1,665,260.03 for software support (award ID: HC102818F1713).",
            "The Department of Labor paid $401,320 for software licenses and associated training (award ID: 1605DC19F00174).",
            "empty_faq_answer: What is included in Tableau contracts beyond just licenses?"
          ],
          "rewritten": [
            "Public agencies have paid from $397 to $13,047,775.55 for Tableau. These figures",
            "Public agencies have paid from $397 to $13,047,775.55 for Tableau. These figures",
            "Agencies frequently renew Tableau licenses and support. For example, the Departm",
            "The Department of Homeland Security renewed Tableau Creator licenses for $41,396",
            "Based on 577 license and renewal awards, the median cost for Tableau is $62,371.",
            "Beyond licenses, contracts for Tableau often include support, training, and prof",
            "The Department of Defense paid $1,665,260.03 for Tableau software support (award",
            "Yes, some contracts include implementation or integration services. For instance",
            "Several agencies have procured Tableau training. For example, the Department of ",
            "The Department of Defense paid $91,453.34 for Tableau training and support (awar"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 738 public contract awards from 31 awarding agencies.",
          "The figures below are computed from 577 licence and renewal awards; the other 161 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 157.1, and the highest is 32865.9 times the lowest.",
          "207 of 738 awards (28%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 113 awards (15%).",
          "The records span 2015-06-11 to 2026-10-01."
        ],
        "numbers": [
          28,
          15,
          32865.9,
          157.1,
          31,
          207,
          113,
          577,
          161
        ],
        "basis_sentence": "The figures below are computed from 577 licence and renewal awards; the other 161 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 368,
          "modification": 1,
          "bundle": 24,
          "renewal": 209,
          "unknown": 70,
          "training": 14,
          "support": 39,
          "services": 13
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Department of Commerce",
          "Department of the Treasury",
          "Department of Justice",
          "Agency for International Development",
          "Department of Transportation",
          "Department of State",
          "Department of the Interior",
          "Department of Labor",
          "National Aeronautics and Space Administration",
          "Social Security Administration",
          "National Science Foundation",
          "Department of Agriculture",
          "General Services Administration",
          "Department of Veterans Affairs",
          "Commodity Futures Trading Commission",
          "Nuclear Regulatory Commission",
          "Small Business Administration",
          "Consumer Financial Protection Bureau",
          "Department of Energy",
          "Environmental Protection Agency",
          "U.S. International Development Finance Corporation",
          "Department of Education",
          "Peace Corps",
          "Equal Employment Opportunity Commission",
          "Federal Communications Commission",
          "Securities and Exchange Commission",
          "National Archives and Records Administration",
          "Merit Systems Protection Board"
        ],
        "agency_counts": {
          "Department of Homeland Security": 103,
          "Department of the Treasury": 38,
          "Small Business Administration": 5,
          "Department of Transportation": 28,
          "Department of Commerce": 40,
          "Agency for International Development": 33,
          "Department of the Interior": 22,
          "Department of Health and Human Services": 88,
          "Department of Defense": 207,
          "Department of Agriculture": 7,
          "U.S. International Development Finance Corporation": 4,
          "Department of State": 23,
          "Department of Labor": 17,
          "Securities and Exchange Commission": 2,
          "Nuclear Regulatory Commission": 6,
          "General Services Administration": 7,
          "Department of Education": 4,
          "Consumer Financial Protection Bureau": 5,
          "Department of Veterans Affairs": 7,
          "Department of Justice": 36,
          "National Archives and Records Administration": 2,
          "Peace Corps": 3,
          "Social Security Administration": 8,
          "Merit Systems Protection Board": 2,
          "Department of Energy": 5,
          "National Science Foundation": 8,
          "Equal Employment Opportunity Commission": 3,
          "Commodity Futures Trading Commission": 7,
          "Environmental Protection Agency": 5,
          "National Aeronautics and Space Administration": 10,
          "Federal Communications Commission": 3
        },
        "recipient_counts": {
          "TRIAD TECHNOLOGY PARTNERS LLC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 11,
          "WESTWIND TEAM LLP": 3,
          "FEDRESULTS, INC.": 47,
          "AKIRA TECHNOLOGIES INC.": 5,
          "CSRA LLC": 2,
          "DELMOCK TECHNOLOGIES, INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 67,
          "MICROTECHNOLOGIES LLC": 7,
          "PANAMERICA COMPUTERS, INC.": 9,
          "TECHANAX LLC": 5,
          "CARAHSOFT TECHNOLOGY CORP": 113,
          "EPOCH CONCEPTS LLC": 1,
          "GENERAL DYNAMICS INFORMATION TECHNOLOGY, INC.": 3,
          "V3 GATE TEAM, LLP": 2,
          "ACCESSAGILITY LLC": 13,
          "TRACE3 GOVERNMENT, LLC": 1,
          "INSIGNIA FEDERAL GROUP, LLC": 2,
          "4 STAR TECHNOLOGIES, INC.": 9,
          "DH TECHNOLOGIES, INC.": 5,
          "RAVENTEK SOLUTION PARTNERS, LLC": 2,
          "AUGUST SCHELL ENTERPRISES, INC.": 8,
          "BAHFED CORP": 38,
          "HARMONICS CONSULTING LLC": 2,
          "DISTRIBUTED COMPUTING SYSTEM SOLUTIONS PROVIDER, INC": 2,
          "THREE WIRE SYSTEMS, LLC": 1,
          "FCN, INC.": 11,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "COPPER RIVER ENTERPRISE SERVICES, LLC": 8,
          "INTEGRATION TECHNOLOGIES GROUP, INC.": 1,
          "DLT SOLUTIONS, LLC": 15,
          "REI SYSTEMS, INC.": 1,
          "PN AUTOMATION INC": 24,
          "TABLEAU SOFTWARE, LLC": 5,
          "TOPOLOGE, LLC": 1,
          "FS PARTNERS, LLP": 12,
          "CHENEGA ANALYTIC BUSINESS SOLUTIONS, LLC": 1,
          "NEW TECH SOLUTIONS, INC.": 35,
          "METGREEN SOLUTIONS INC": 1,
          "GRANT THORNTON LLP": 2,
          "GOVSMART, INC.": 35,
          "BLUE IVY PARTNERS, LLC": 5,
          "BLUE TECH INC.": 14,
          "MA FEDERAL, INC.": 2,
          "TANDEM SOLUTION, LLC": 2,
          "REDHAWK IT SOLUTIONS, LLC": 34,
          "AGSI, LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 14,
          "GOVPLACE, LLC": 6,
          "GOVERNMENT ACQUISITIONS LLC": 2,
          "JMA RESOURCES, INC.": 1,
          "KA'ALA SYSTEMS TECHNOLOGY CORPORATION": 1,
          "KNOWESIS, INC.": 1,
          "FEDBIZ IT SOLUTIONS LLC": 4,
          "SILICON FORENSICS INC.": 1,
          "ASRC FEDERAL DATA NETWORX, LLC": 1,
          "JASPER SOLUTIONS INC.": 2,
          "CDW GOVERNMENT LLC": 21,
          "AGILITY TECHNOLOGIES INC.": 1,
          "STERLING COMPUTERS CORPORATION": 2,
          "LANCER INFORMATION SOLUTIONS, LLC": 10,
          "CLANGO, LLC": 1,
          "LYME COMPUTER SYSTEMS, INC.": 2,
          "ISTOR SOLUTIONS LLC": 2,
          "IT1 SOURCE LLC": 15,
          "ANALYTICS8 LLC": 1,
          "COPPER RIVER CYBER SOLUTIONS, LLC": 1,
          "UNITED GLOBAL GROUP INC": 1,
          "DYNAMIC SYSTEMS INC": 1,
          "VCLOUD TECH INC": 1,
          "NATIONWIDE IT SERVICES INC": 1,
          "AURORA SYSTEMS CONSULTING INC": 4,
          "HTCI EDAS FOX LLC": 1,
          "OPTIV FEDERAL INC": 1,
          "MONO MACHINES LLC": 1,
          "FSR CONSULTING LLC": 1,
          "MVS INC": 1,
          "AFFIGENT, LLC": 2,
          "V3GATE, LLC": 14,
          "M2 STRATEGY, INC.": 3,
          "SNAP, INC": 3,
          "SAVE AGAIN.COM": 2,
          "REGENCY CONSULTING INC": 2,
          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 6,
          "IMPRES TECHNOLOGY SOLUTIONS, INC": 1,
          "TRICON SOLUTIONS, LLC": 1,
          "ANALYTICA LLC": 1,
          "GOVCONNECTION INC": 1,
          "COUNTERTRADE PRODUCTS, INC.": 3,
          "PATHLOCK, INC.": 1,
          "DT-TRAK CONSULTING, INC.": 1,
          "DIGITAL INTELLIGENCE, INC.": 3,
          "COPPER RIVER DATA SOLUTIONS, LLC": 1,
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          "UNISTAR-SPARCO COMPUTERS, INC.": 1,
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          "ATLANTIC DIVING SUPPLY, INC.": 2,
          "R3 UNIQ INC": 1,
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          "COLOSSAL CONTRACTING LLC": 1,
          "EMERGENT, LLC": 1,
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          "ALETO, INC.": 1,
          "KAMBRIAN CORPORATION": 1,
          "CONCOURSE TECH INC.": 1,
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          "FEDERAL RESOURCES CORPORATION": 2,
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        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
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      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Tableau\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$6.5M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$13.0M</text><line x1=\"56\" y1=\"215.1\" x2=\"704\" y2=\"215.1\" class=\"pp-median\"/><text x=\"704\" y=\"209.1\" class=\"pp-median-label\" text-anchor=\"end\">median $62k</text><rect x=\"54.4\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>HSCETE15F00041 — $342k — Department of Homeland Security — 2015-06-11</title></rect><rect x=\"55.3\" y=\"198.3\" width=\"4.0\" height=\"17.7\" class=\"pp-bar\"><title>TFSACFP15K0051 — $1.2M — Department of the Treasury — 2015-06-16</title></rect><rect x=\"56.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSHQDC15J00260 — $46k — Department of Homeland Security — 2015-07-07</title></rect><rect x=\"57.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>SBAHQ16F0071 — $12k — Small Business Administration — 2016-05-19</title></rect><rect x=\"58.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE16J00157 — $15k — Department of Homeland Security — 2016-05-19</title></rect><rect x=\"58.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>DTOS5916F00068 — $4k — Department of Transportation — 2016-06-09</title></rect><rect x=\"59.7\" y=\"206.2\" width=\"4.0\" height=\"9.8\" class=\"pp-bar\"><title>HSHQDC16J00539 — $663k — Department of Homeland Security — 2016-09-22</title></rect><rect x=\"60.6\" y=\"200.5\" width=\"4.0\" height=\"15.5\" class=\"pp-bar\"><title>DOC44PAPT1611304 — $1.1M — Department of Commerce — 2016-09-30</title></rect><rect x=\"61.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>AIDOIGM1700018 — $4k — Agency for International Development — 2017-03-13</title></rect><rect x=\"62.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>TIRNO12D000110044 — $50k — Department of the Treasury — 2017-05-01</title></rect><rect x=\"63.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>IND17PD00882 — $14k — Department of the Interior — 2017-06-28</title></rect><rect x=\"64.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HHSD2002017F95725 — $18k — Department of Health and Human Services — 2017-08-23</title></rect><rect x=\"65.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>D819 — $91k — Department of Defense — 2017-09-20</title></rect><rect x=\"65.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE17J00555 — $28k — Department of Homeland Security — 2017-09-28</title></rect><rect x=\"66.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>AID687O1700020 — $10k — Agency for International Development — 2017-09-28</title></rect><rect x=\"67.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D7018F0063 — $14k — Department of the Interior — 2018-03-23</title></rect><rect x=\"68.5\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>12314418F0365 — $154k — Department of Agriculture — 2018-06-13</title></rect><rect x=\"69.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD018FR0000219 — $6k — Department of Homeland Security — 2018-08-17</title></rect><rect x=\"70.2\" y=\"172.8\" width=\"4.0\" height=\"43.2\" class=\"pp-bar\"><title>693JK418F500130 — $2.9M — Department of Transportation — 2018-09-07</title></rect><rect x=\"71.1\" y=\"207.4\" width=\"4.0\" height=\"8.6\" class=\"pp-bar\"><title>692M1518F00721 — $588k — Department of Transportation — 2018-09-19</title></rect><rect x=\"72.0\" y=\"191.5\" width=\"4.0\" height=\"24.5\" class=\"pp-bar\"><title>HC102818F1713 — $1.7M — Department of Defense — 2018-09-21</title></rect><rect x=\"72.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDAD18FR0000189 — $39k — Department of Homeland Security — 2018-09-28</title></rect><rect x=\"73.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0419F0049 — $118k — Department of the Interior — 2018-12-11</title></rect><rect x=\"74.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>71311119F0012 — $45k — U.S. International Development Finance Corporation — 2019-02-08</title></rect><rect x=\"75.5\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>W15QKN19F0287 — $208k — Department of Defense — 2019-02-25</title></rect><rect x=\"76.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM19P0646 — $28k — Department of State — 2019-05-02</title></rect><rect x=\"77.3\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>75Q80119F32005 — $213k — Department of Health and Human Services — 2019-05-09</title></rect><rect x=\"78.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75Q80119P00002 — $121k — Department of Health and Human Services — 2019-05-14</title></rect><rect x=\"79.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0419F0246 — $11k — Department of the Interior — 2019-06-19</title></rect><rect x=\"79.9\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>1605DC19F00174 — $401k — Department of Labor — 2019-06-24</title></rect><rect x=\"80.8\" y=\"201.2\" width=\"4.0\" height=\"14.8\" class=\"pp-bar\"><title>70RTAC19FR0000072 — $1.0M — Department of Homeland Security — 2019-06-26</title></rect><rect x=\"81.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD019FR0000162 — $20k — Department of Homeland Security — 2019-08-02</title></rect><rect x=\"82.5\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>50310219F0140 — $197k — Securities and Exchange Commission — 2019-08-12</title></rect><rect x=\"83.4\" y=\"174.5\" width=\"4.0\" height=\"41.5\" class=\"pp-bar\"><title>70SBUR19F00000374 — $2.8M — Department of Homeland Security — 2019-08-21</title></rect><rect x=\"84.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSW19P00000023 — $43k — Department of Homeland Security — 2019-08-23</title></rect><rect x=\"85.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75P00119F80163 — $75k — Department of Health and Human Services — 2019-08-27</title></rect><rect x=\"86.0\" y=\"212.6\" width=\"4.0\" height=\"3.4\" class=\"pp-bar\"><title>75D30119F06075 — $234k — Department of Health and Human Services — 2019-09-01</title></rect><rect x=\"86.9\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>31310019F0138 — $200k — Nuclear Regulatory Commission — 2019-09-09</title></rect><rect x=\"87.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605DC19F00305 — $27k — Department of Labor — 2019-09-26</title></rect><rect x=\"88.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605DC19F00335 — $20k — Department of Labor — 2019-09-26</title></rect><rect x=\"89.6\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>47QFWA19F0052 — $188k — General Services Administration — 2019-09-27</title></rect><rect x=\"90.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDAD19FR0000085 — $16k — Department of Homeland Security — 2019-09-29</title></rect><rect x=\"91.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>91003119P0018 — $29k — Department of Education — 2019-09-30</title></rect><rect x=\"92.2\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>692M1520F00051 — $171k — Department of Transportation — 2019-12-06</title></rect><rect x=\"93.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75D30120F07154 — $14k — Department of Health and Human Services — 2019-12-16</title></rect><rect x=\"94.0\" y=\"210.0\" width=\"4.0\" height=\"6.0\" class=\"pp-bar\"><title>70VT1520F00003 — $410k — Department of Homeland Security — 2019-12-19</title></rect><rect x=\"94.8\" y=\"203.4\" width=\"4.0\" height=\"12.6\" class=\"pp-bar\"><title>9531CB20F0025 — $854k — Consumer Financial Protection Bureau — 2020-01-08</title></rect><rect x=\"95.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>77344420F0002 — $93k — U.S. International Development Finance Corporation — 2020-02-18</title></rect><rect x=\"96.6\" y=\"210.7\" width=\"4.0\" height=\"5.3\" class=\"pp-bar\"><title>1605DC20F00123 — $363k — Department of Labor — 2020-04-22</title></rect><rect x=\"97.5\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>12314420F0267 — $492k — Department of Agriculture — 2020-04-27</title></rect><rect x=\"98.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD20FR0000056 — $83k — Department of Homeland Security — 2020-05-01</title></rect><rect x=\"99.2\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>75Q80120F32001 — $163k — Department of Health and Human Services — 2020-05-16</title></rect><rect x=\"100.1\" y=\"204.5\" width=\"4.0\" height=\"11.5\" class=\"pp-bar\"><title>70B06C20P00000272 — $779k — Department of Homeland Security — 2020-06-02</title></rect><rect x=\"101.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2032H520F00377 — $99k — Department of the Treasury — 2020-06-02</title></rect><rect x=\"101.9\" y=\"208.5\" width=\"4.0\" height=\"7.5\" class=\"pp-bar\"><title>36C10A20F0179 — $508k — Department of Veterans Affairs — 2020-06-09</title></rect><rect x=\"102.7\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>2032H520F00405 — $240k — Department of the Treasury — 2020-06-15</title></rect><rect x=\"103.6\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>75Q80120F32009 — $418k — Department of Health and Human Services — 2020-06-17</title></rect><rect x=\"104.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB20F00034 — $35k — Department of Labor — 2020-06-26</title></rect><rect x=\"105.4\" y=\"205.0\" width=\"4.0\" height=\"11.0\" class=\"pp-bar\"><title>9531CB20F0088 — $750k — Consumer Financial Protection Bureau — 2020-06-28</title></rect><rect x=\"106.2\" y=\"203.1\" width=\"4.0\" height=\"12.9\" class=\"pp-bar\"><title>31310020F0091 — $880k — Nuclear Regulatory Commission — 2020-07-21</title></rect><rect x=\"107.1\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>140D0420F0451 — $318k — Department of the Interior — 2020-07-29</title></rect><rect x=\"108.0\" y=\"211.2\" width=\"4.0\" height=\"4.8\" class=\"pp-bar\"><title>15PTDE20F00000028 — $324k — Department of Justice — 2020-07-31</title></rect><rect x=\"108.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000085 — $7k — Department of Homeland Security — 2020-07-31</title></rect><rect x=\"109.8\" y=\"204.1\" width=\"4.0\" height=\"11.9\" class=\"pp-bar\"><title>140D0420P0070 — $812k — Department of the Interior — 2020-08-06</title></rect><rect x=\"110.6\" y=\"211.5\" width=\"4.0\" height=\"4.5\" class=\"pp-bar\"><title>70CTD020FC0000087 — $304k — Department of Homeland Security — 2020-08-06</title></rect><rect x=\"111.5\" y=\"202.8\" width=\"4.0\" height=\"13.2\" class=\"pp-bar\"><title>FA301620F0304 — $899k — Department of Defense — 2020-08-17</title></rect><rect x=\"112.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L520F13OS0187 — $10k — Department of Commerce — 2020-08-19</title></rect><rect x=\"113.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000106 — $7k — Department of Homeland Security — 2020-08-20</title></rect><rect x=\"114.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000108 — $14k — Department of Homeland Security — 2020-09-01</title></rect><rect x=\"115.0\" y=\"203.7\" width=\"4.0\" height=\"12.3\" class=\"pp-bar\"><title>88310320F00253 — $836k — National Archives and Records Administration — 2020-09-10</title></rect><rect x=\"115.9\" y=\"186.8\" width=\"4.0\" height=\"29.2\" class=\"pp-bar\"><title>FA701420F0201 — $2.0M — Department of Defense — 2020-09-16</title></rect><rect x=\"116.8\" y=\"198.4\" width=\"4.0\" height=\"17.6\" class=\"pp-bar\"><title>75R60220F34044 — $1.2M — Department of Health and Human Services — 2020-09-16</title></rect><rect x=\"117.7\" y=\"43.6\" width=\"4.0\" height=\"172.4\" class=\"pp-bar\"><title>72MC1020F50001 — $11.7M — Agency for International Development — 2020-09-17</title></rect><rect x=\"118.5\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>70CTD020FC0000151 — $285k — Department of Homeland Security — 2020-09-18</title></rect><rect x=\"119.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72067420P00192 — $6k — Agency for International Development — 2020-09-20</title></rect><rect x=\"120.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000128 — $5k — Department of Homeland Security — 2020-09-20</title></rect><rect x=\"121.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000157 — $7k — Department of Homeland Security — 2020-09-21</title></rect><rect x=\"122.0\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>6973GH20C00105 — $260k — Department of Transportation — 2020-09-23</title></rect><rect x=\"122.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB20F00087 — $33k — Department of Labor — 2020-09-24</title></rect><rect x=\"123.8\" y=\"204.3\" width=\"4.0\" height=\"11.7\" class=\"pp-bar\"><title>70CTD020FC0000091 — $792k — Department of Homeland Security — 2020-09-25</title></rect><rect x=\"124.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72066020P00021 — $17k — Agency for International Development — 2020-09-29</title></rect><rect x=\"125.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HQC00720F0022 — $108k — Department of Defense — 2020-09-30</title></rect><rect x=\"126.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RCSA20FR0000134 — $26k — Department of Homeland Security — 2020-09-30</title></rect><rect x=\"127.3\" y=\"165.1\" width=\"4.0\" height=\"50.9\" class=\"pp-bar\"><title>7200AA20F50009 — $3.5M — Agency for International Development — 2020-10-01</title></rect><rect x=\"128.2\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>140D0421F0032 — $414k — Department of the Interior — 2020-12-01</title></rect><rect x=\"129.1\" y=\"180.4\" width=\"4.0\" height=\"35.6\" class=\"pp-bar\"><title>HT001121C0005 — $2.4M — Department of Defense — 2020-12-28</title></rect><rect x=\"130.0\" y=\"168.1\" width=\"4.0\" height=\"47.9\" class=\"pp-bar\"><title>70SBUR21F00000030 — $3.3M — Department of Homeland Security — 2020-12-30</title></rect><rect x=\"130.8\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>19AQMM21P0159 — $169k — Department of State — 2021-01-17</title></rect><rect x=\"131.7\" y=\"212.7\" width=\"4.0\" height=\"3.3\" class=\"pp-bar\"><title>N6600121F0227 — $224k — Department of Defense — 2021-01-29</title></rect><rect x=\"132.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0421F0127 — $22k — Department of the Interior — 2021-02-01</title></rect><rect x=\"133.5\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>1333BJ21F00144001 — $275k — Department of Commerce — 2021-02-03</title></rect><rect x=\"134.3\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>N6660421F0230 — $395k — Department of Defense — 2021-02-05</title></rect><rect x=\"135.2\" y=\"102.1\" width=\"4.0\" height=\"113.9\" class=\"pp-bar\"><title>73351021F0020 — $7.7M — Small Business Administration — 2021-02-26</title></rect><rect x=\"136.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1145PC21F0057 — $58k — Peace Corps — 2021-03-11</title></rect><rect x=\"137.0\" y=\"209.4\" width=\"4.0\" height=\"6.6\" class=\"pp-bar\"><title>1605TB21F00043 — $446k — Department of Labor — 2021-03-18</title></rect><rect x=\"137.9\" y=\"208.2\" width=\"4.0\" height=\"7.8\" class=\"pp-bar\"><title>FA701421F0073 — $529k — Department of Defense — 2021-03-30</title></rect><rect x=\"138.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HTC71121FD041 — $116k — Department of Defense — 2021-04-01</title></rect><rect x=\"139.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000078 — $10k — Department of Homeland Security — 2021-04-21</title></rect><rect x=\"140.5\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>1605TB21F00065 — $436k — Department of Labor — 2021-04-30</title></rect><rect x=\"141.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75Q80121F32028 — $135k — Department of Health and Human Services — 2021-05-14</title></rect><rect x=\"142.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD21FR0000062 — $90k — Department of Homeland Security — 2021-05-21</title></rect><rect x=\"143.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FBR221P00000038 — $1k — Department of Homeland Security — 2021-06-02</title></rect><rect x=\"144.0\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>70RTAC21FR0000054 — $333k — Department of Homeland Security — 2021-06-16</title></rect><rect x=\"144.9\" y=\"178.8\" width=\"4.0\" height=\"37.2\" class=\"pp-bar\"><title>28321321FDX030207 — $2.5M — Social Security Administration — 2021-06-26</title></rect><rect x=\"145.8\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>15PTDD21F00000060 — $332k — Department of Justice — 2021-07-06</title></rect><rect x=\"146.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001521F0104 — $22k — Department of Defense — 2021-07-06</title></rect><rect x=\"147.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA301621F0335 — $30k — Department of Defense — 2021-07-12</title></rect><rect x=\"148.4\" y=\"198.4\" width=\"4.0\" height=\"17.6\" class=\"pp-bar\"><title>70CTD021FR0000142 — $1.2M — Department of Homeland Security — 2021-07-15</title></rect><rect x=\"149.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9124P21F0742 — $24k — Department of Defense — 2021-08-11</title></rect><rect x=\"150.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA487721F0191 — $32k — Department of Defense — 2021-08-13</title></rect><rect x=\"151.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75P00121F37029 — $102k — Department of Health and Human Services — 2021-08-14</title></rect><rect x=\"151.9\" y=\"201.3\" width=\"4.0\" height=\"14.7\" class=\"pp-bar\"><title>W52P1J21F0498 — $1.0M — Department of Defense — 2021-09-01</title></rect><rect x=\"152.8\" y=\"211.4\" width=\"4.0\" height=\"4.6\" class=\"pp-bar\"><title>20341421F00038 — $315k — Department of the Treasury — 2021-09-01</title></rect><rect x=\"153.7\" y=\"201.9\" width=\"4.0\" height=\"14.1\" class=\"pp-bar\"><title>75D30121F11392 — $961k — Department of Health and Human Services — 2021-09-02</title></rect><rect x=\"154.5\" y=\"197.1\" width=\"4.0\" height=\"18.9\" class=\"pp-bar\"><title>693JJ321F000327 — $1.3M — Department of Transportation — 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class=\"pp-bar\"><title>697DCK26F00124 — $2.0M — Department of Transportation — 2026-01-15</title></rect><rect x=\"652.4\" y=\"210.3\" width=\"4.0\" height=\"5.7\" class=\"pp-bar\"><title>HS002126FE011 — $386k — Department of Defense — 2026-01-17</title></rect><rect x=\"653.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA860426FB023 — $117k — Department of Defense — 2026-01-19</title></rect><rect x=\"654.1\" y=\"203.9\" width=\"4.0\" height=\"12.1\" class=\"pp-bar\"><title>N0018926FW003 — $820k — Department of Defense — 2026-01-30</title></rect><rect x=\"655.0\" y=\"206.8\" width=\"4.0\" height=\"9.2\" class=\"pp-bar\"><title>75S20326F80001 — $628k — Department of Health and Human Services — 2026-01-30</title></rect><rect x=\"655.9\" y=\"57.0\" width=\"4.0\" height=\"159.0\" class=\"pp-bar\"><title>91003126F0011 — $10.8M — Department of Education — 2026-02-01</title></rect><rect x=\"656.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6426726P4006 — $47k — Department of Defense — 2026-02-13</title></rect><rect x=\"657.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>273FCC26P0020 — $15k — Federal Communications Commission — 2026-02-19</title></rect><rect x=\"658.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75D30126F20847 — $50k — Department of Health and Human Services — 2026-02-24</title></rect><rect x=\"659.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341526F00006 — $104k — Department of the Treasury — 2026-02-28</title></rect><rect x=\"660.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6833526P1043 — $11k — Department of Defense — 2026-03-06</title></rect><rect x=\"661.2\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>9523ZY26F0010 — $280k — Commodity Futures Trading Commission — 2026-03-09</title></rect><rect x=\"662.0\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>1331L526F0040 — $199k — Department of Commerce — 2026-03-10</title></rect><rect x=\"662.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0042126F1058 — $21k — Department of Defense — 2026-03-11</title></rect><rect x=\"663.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB26F00026 — $122k — Department of Labor — 2026-03-31</title></rect><rect x=\"664.7\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>75N98026F90003 — $350k — Department of Health and Human Services — 2026-04-03</title></rect><rect x=\"665.6\" y=\"186.1\" width=\"4.0\" height=\"29.9\" class=\"pp-bar\"><title>70SBUR26F00000082 — $2.0M — Department of Homeland Security — 2026-04-04</title></rect><rect x=\"666.4\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>697DCK26F00372 — $284k — Department of Transportation — 2026-04-06</title></rect><rect x=\"667.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>28321326FDX030051 — $18k — Social Security Administration — 2026-04-15</title></rect><rect x=\"668.2\" y=\"212.3\" width=\"4.0\" height=\"3.7\" class=\"pp-bar\"><title>7571TE26F80026 — $251k — Department of Health and Human Services — 2026-04-29</title></rect><rect x=\"669.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N98026F90011 — $38k — Department of Health and Human Services — 2026-05-07</title></rect><rect x=\"670.0\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>7571TE26F80054 — $147k — Department of Health and Human Services — 2026-05-16</title></rect><rect x=\"670.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75R60226F80038 — $21k — Department of Health and Human Services — 2026-05-25</title></rect><rect x=\"671.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRM26F00000083 — $31k — Department of Justice — 2026-05-31</title></rect><rect x=\"672.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD26FR0000048 — $113k — Department of Homeland Security — 2026-06-11</title></rect><rect x=\"673.5\" y=\"171.1\" width=\"4.0\" height=\"44.9\" class=\"pp-bar\"><title>28321326FA0010139 — $3.0M — Social Security Administration — 2026-06-12</title></rect><rect x=\"674.3\" y=\"175.4\" width=\"4.0\" height=\"40.6\" class=\"pp-bar\"><title>89303026FIM000207 — $2.8M — Department of Energy — 2026-06-12</title></rect><rect x=\"675.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L526F13351129 — $56k — Department of Commerce — 2026-06-12</title></rect><rect x=\"676.1\" y=\"192.8\" width=\"4.0\" height=\"23.2\" class=\"pp-bar\"><title>HT001526FE049 — $1.6M — Department of Defense — 2026-06-18</title></rect><rect x=\"677.0\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>7571TE26F00313 — $186k — Department of Health and Human Services — 2026-06-22</title></rect><rect x=\"677.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0426F0508 — $10k — Department of the Interior — 2026-06-22</title></rect><rect x=\"678.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2032L226F00069 — $48k — Department of the Treasury — 2026-06-27</title></rect><rect x=\"679.6\" y=\"209.7\" width=\"4.0\" height=\"6.3\" class=\"pp-bar\"><title>7571TE26F80079 — $431k — Department of Health and Human Services — 2026-06-28</title></rect><rect x=\"680.5\" y=\"205.1\" width=\"4.0\" height=\"10.9\" class=\"pp-bar\"><title>1605TB26F00062 — $740k — Department of Labor — 2026-06-29</title></rect><rect x=\"681.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15M10326FA4700269 — $51k — Department of Justice — 2026-06-29</title></rect><rect x=\"682.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0017826FS801 — $22k — Department of Defense — 2026-06-29</title></rect><rect x=\"683.1\" y=\"119.6\" width=\"4.0\" height=\"96.4\" class=\"pp-bar\"><title>70RTAC26FR0000029 — $6.5M — Department of Homeland Security — 2026-06-30</title></rect><rect x=\"684.0\" y=\"211.7\" width=\"4.0\" height=\"4.3\" class=\"pp-bar\"><title>N6600126F8978 — $295k — Department of Defense — 2026-06-30</title></rect><rect x=\"684.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HDTRA126FE049 — $45k — Department of Defense — 2026-06-30</title></rect><rect x=\"685.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6449826F2010 — $18k — Department of Defense — 2026-06-30</title></rect><rect x=\"686.6\" y=\"197.5\" width=\"4.0\" height=\"18.5\" class=\"pp-bar\"><title>140D0426F0524 — $1.3M — Department of the Interior — 2026-07-06</title></rect><rect x=\"687.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911S826FA286 — $45k — Department of Defense — 2026-07-16</title></rect><rect x=\"688.4\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>1331L526F0278 — $214k — Department of Commerce — 2026-07-23</title></rect><rect x=\"689.3\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>88310326F00168 — $188k — National Archives and Records Administration — 2026-08-05</title></rect><rect x=\"690.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80173 — $15k — Department of Health and Human Services — 2026-08-06</title></rect><rect x=\"691.0\" y=\"204.7\" width=\"4.0\" height=\"11.3\" class=\"pp-bar\"><title>49100426F0150 — $770k — National Science Foundation — 2026-08-31</title></rect><rect x=\"691.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19PCRD26KD753 — $17k — Department of State — 2026-09-01</title></rect><rect x=\"692.8\" y=\"206.9\" width=\"4.0\" height=\"9.1\" class=\"pp-bar\"><title>15PTDD26F00000017 — $617k — Department of Justice — 2026-09-04</title></rect><rect x=\"693.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80260 — $77k — Department of Health and Human Services — 2026-09-05</title></rect><rect x=\"694.5\" y=\"193.7\" width=\"4.0\" height=\"22.3\" class=\"pp-bar\"><title>7571TE26F80186 — $1.5M — Department of Health and Human Services — 2026-09-06</title></rect><rect x=\"695.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15A00026FAQ000184 — $110k — Department of Justice — 2026-09-10</title></rect><rect x=\"696.3\" y=\"201.8\" width=\"4.0\" height=\"14.2\" class=\"pp-bar\"><title>1305M326F0131 — $967k — Department of Commerce — 2026-09-19</title></rect><rect x=\"697.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80307 — $22k — Department of Health and Human Services — 2026-09-26</title></rect><rect x=\"698.0\" y=\"186.6\" width=\"4.0\" height=\"29.4\" class=\"pp-bar\"><title>12760426C0005 — $2.0M — Department of Agriculture — 2026-09-27</title></rect><rect x=\"698.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70LGLY26FSSB00094 — $123k — Department of Homeland Security — 2026-09-29</title></rect><rect x=\"699.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDA226FR0000050 — $43k — Department of Homeland Security — 2026-09-30</title></rect><rect x=\"700.7\" y=\"200.0\" width=\"4.0\" height=\"16.0\" class=\"pp-bar\"><title>2031JW27F00003 — $1.1M — Department of the Treasury — 2026-10-01</title></rect><rect x=\"701.6\" y=\"203.3\" width=\"4.0\" height=\"12.7\" class=\"pp-bar\"><title>80TECH26F0164 — $861k — National Aeronautics and Space Administration — 2026-10-01</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2015-06-11</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-10-01</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (738 awards, obligated)</text></svg>",
      "published_date": "2026-10-05",
      "url": "/tableau/",
      "changelog": [
        {
          "date": "2026-10-05",
          "note": "Initial publication: 738 awards, $397–$13,047,776."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "informatica": {
      "product_slug": "informatica",
      "product_name": "Informatica",
      "vendor": "Informatica LLC",
      "list_price": null,
      "awards": [
        {
          "award_id": "HSCETE14J00081",
          "recipient": "PANAMERICA COMPUTERS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2014-05-28",
          "end_date": "2015-05-30",
          "amount": 103689.63,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "INFORMATICA SOFTWARE RENEWAL POP: 06/01/14 - 05/30/15",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE14J00081_7012_HSHQDC12D00013_7001"
        },
        {
          "award_id": "HSSCCG14J00186",
          "recipient": "AKIRA TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2014-09-27",
          "end_date": "2019-09-26",
          "amount": 6498758.91,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "INFORMATICA SW MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSSCCG14J00186_7003_HSHQDC12D00015_7001"
        },
        {
          "award_id": "TIRNO15T00100",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2015-09-30",
          "end_date": "2017-09-30",
          "amount": 4218686.71,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "FOR CRITICAL FUNCTIONS - INFORMATICA SERVICES",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO15T00100_2050_GS35F4543G_4730"
        },
        {
          "award_id": "TIRNO15C00096",
          "recipient": "INFORMATICA LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2015-09-30",
          "end_date": "2017-06-19",
          "amount": 3888132.98,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FOR OTHER FUNCTIONS - INFORMATICA MAINTENANCE AND SUPPORT SERVICES",
          "psc_code": "R413",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO15C00096_2050_-NONE-_-NONE-"
        },
        {
          "award_id": "HSIGAQ16P00010",
          "recipient": "GOVSMART, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of the Inspector General",
          "action_date": "2015-12-28",
          "end_date": "2022-03-31",
          "amount": 1821464.63,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DATA ANALYTICS CAPABILITY WITHIN ITA AND OTHER OIG OFFICES.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSIGAQ16P00010_7004_-NONE-_-NONE-"
        },
        {
          "award_id": "HSCETE16J00154",
          "recipient": "PANAMERICA COMPUTERS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2016-06-01",
          "end_date": "2017-05-31",
          "amount": 112657.9,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "INFORMATICA (IIDS) MAINTENANCE RENEWAL",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE16J00154_7012_HSHQDC12D00013_7001"
        },
        {
          "award_id": "HHSN27600019",
          "recipient": "PANAMERICA COMPUTERS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2016-09-06",
          "end_date": "2017-09-17",
          "amount": 87391.51,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "FOR OTHER FUNCTIONS - INFORMATICA SOFTWARE MAINTENANCE RENEWAL",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN27600019_7529_HHSN316201500030W_7529"
        },
        {
          "award_id": "CFP17P00009",
          "recipient": "IPI GRAMMTECH LTD",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Consumer Financial Protection Bureau",
          "sub_agency": "Consumer Financial Protection Bureau",
          "action_date": "2017-01-25",
          "end_date": "2019-01-24",
          "amount": 47532.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "INFORMATICA GEOCLOUD SOFTWARE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_CFP17P00009_955F_-NONE-_-NONE-"
        },
        {
          "award_id": "HQC00717F0009",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2017-03-24",
          "end_date": "2022-05-30",
          "amount": 602694.2,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "RENEWAL MAINTENANCE FOR INFORMATICA SOFTWARE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00717F0009_9700_NNG15SC98B_8000"
        },
        {
          "award_id": "HHSF223201710087W",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2017-04-20",
          "end_date": "2019-04-23",
          "amount": 1324436.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSF223201710087W_7524_NNG15SC07B_8000"
        },
        {
          "award_id": "TIRNO17T00037",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.91,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2017-06-02",
          "end_date": "2019-11-30",
          "amount": 7081034.13,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "FOR CLOSELY ASSOCIATED - CYRBYME-C-INFORMATICA SERVICES",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO17T00037_2050_GS35F267DA_4732"
        },
        {
          "award_id": "HQC00717F0021",
          "recipient": "DLT SOLUTIONS, LLC",
          "resolved_vendor": "Informatica LLC",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2017-07-29",
          "end_date": "2022-02-28",
          "amount": 288231.73,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "INFORMATICA POWERCENTER REAL TIME PACKAGE LICENSES AND MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00717F0021_9700_NNG15SC98B_8000"
        },
        {
          "award_id": "FCC17G0075",
          "recipient": "TECHNICA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.88,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2017-08-01",
          "end_date": "2018-07-31",
          "amount": 75263.16,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "TALEND DATA MNGT PLATFORM (FORMERLY INFORMATICA)",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FCC17G0075_2700_NNG15SE12B_8000"
        },
        {
          "award_id": "DEDT0013903",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
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          "award_id": "75FCMC25FJ097",
          "excerpt": "THE CENTERS FOR MEDICARE & MEDICAID SERVICES (CMS), OFFICE OF INFORMATION TECHNOLOGY (OIT), IT CAPITAL PLANNING GROUP (ICPG) HAS A CONTINUED NEED FOR MAINTENANCE SUPPORT OF INFORMATICA BRAND SOFTWARE "
        },
        {
          "pattern": "support",
          "award_id": "75F40125F80044",
          "excerpt": "THE OBJECTIVE OF THE CONTRACT IS TO RENEW MAINTENANCE SUPPORT FOR THE INFORMATICA SOFTWARE PRODUCTS LISTED IN ATTACHMENT 1 PRICING WORKSHEET AS WELL AS PURCHASE ADDITIONAL INFORMATICA SOFTWARE LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "75F40125F80044",
          "excerpt": "THE OBJECTIVE OF THE CONTRACT IS TO RENEW MAINTENANCE SUPPORT FOR THE INFORMATICA SOFTWARE PRODUCTS LISTED IN ATTACHMENT 1 PRICING WORKSHEET AS WELL AS PURCHASE ADDITIONAL INFORMATICA SOFTWARE LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80044",
          "excerpt": "THE OBJECTIVE OF THE CONTRACT IS TO RENEW MAINTENANCE SUPPORT FOR THE INFORMATICA SOFTWARE PRODUCTS LISTED IN ATTACHMENT 1 PRICING WORKSHEET AS WELL AS PURCHASE ADDITIONAL INFORMATICA SOFTWARE LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "HSSCCG14J00186",
          "excerpt": "INFORMATICA SW MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "75F40123F80079",
          "excerpt": "INFORMATICA LICENSE & MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80079",
          "excerpt": "INFORMATICA LICENSE & MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "TIRNO15C00096",
          "excerpt": "IGF::OT::IGF FOR OTHER FUNCTIONS - INFORMATICA MAINTENANCE AND SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "TIRNO15C00096",
          "excerpt": "IGF::OT::IGF FOR OTHER FUNCTIONS - INFORMATICA MAINTENANCE AND SUPPORT SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "2032H526F00078",
          "excerpt": "INFORMATICA 192 CORE LICENSES. PERIOD OF PERFORMANCE 6/25/26 - 6/24/29"
        },
        {
          "pattern": "support",
          "award_id": "2032H524F00746",
          "excerpt": "THIS AWARD CONSISTS OF THE ACQUISITION OF INFORMATICA PROFESSIONAL SERVICES (IPS) TO SUPPORT THE ENTERPRISE INFORMATICA PLATFORM (EIP) SUPPORT SERVICES FOR OFFICE OF ENTERPRISE SERVICES, SOLUTION ENGI"
        },
        {
          "pattern": "professional_services",
          "award_id": "2032H524F00746",
          "excerpt": "THIS AWARD CONSISTS OF THE ACQUISITION OF INFORMATICA PROFESSIONAL SERVICES (IPS) TO SUPPORT THE ENTERPRISE INFORMATICA PLATFORM (EIP) SUPPORT SERVICES FOR OFFICE OF ENTERPRISE SERVICES, SOLUTION ENGI"
        },
        {
          "pattern": "support",
          "award_id": "HHSP23337004T",
          "excerpt": "IGF::OT::IGF INFORMATICA SYSTEM ADMIN / TECHNICAL SUPPORT FOR PAYROLL"
        },
        {
          "pattern": "licences",
          "award_id": "2032H523F00526",
          "excerpt": "THIS CONTRACT IS TO PROCURE THE INFORMATICA PRODUCTS AND LICENSES FOR CONTINUED USE WITHIN THE INTERNAL REVENUE SERVICE (IRS) BY THE ENTERPRISE INFORMATICA PLATFORM (EIP)."
        },
        {
          "pattern": "licences",
          "award_id": "FA701425F0319",
          "excerpt": "PKH:FY25 DTA INFORMATICA LICENSES"
        },
        {
          "pattern": "professional_services",
          "award_id": "N0018919P0028",
          "excerpt": "INFORMATICA PROFESSIONAL SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C26F00000279",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE - BASE PERIOD"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C25F00000180",
          "excerpt": "BRAND NAME - INFORMATICA SOFTWARE MAINTENANCE, SUBSCRIPTION, AND CLOUD SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "70B04C25F00000180",
          "excerpt": "BRAND NAME - INFORMATICA SOFTWARE MAINTENANCE, SUBSCRIPTION, AND CLOUD SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "HSIGAQ16P00010",
          "excerpt": "IGF::OT::IGF TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DAT"
        },
        {
          "pattern": "escalation",
          "award_id": "HSIGAQ16P00010",
          "excerpt": "IGF::OT::IGF TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DAT"
        },
        {
          "pattern": "licences",
          "award_id": "HSIGAQ16P00010",
          "excerpt": "IGF::OT::IGF TO PURCHASE LICENSES FOR INFORMATICA BRAND SOFTWARE AND ANUUAL SUPPORT FOR THE SOFTWARE. OIG OFFICE OF INFORMATION TECHNOLOGY AUDITS (ITA) INTENDS TO USE THIS SOFTWARE TO INCREASE THE DAT"
        },
        {
          "pattern": "renewal",
          "award_id": "N0018918F0963",
          "excerpt": "INFORMATICA POWERCENTER LICENSE RENEWAL AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "N0018918F0963",
          "excerpt": "INFORMATICA POWERCENTER LICENSE RENEWAL AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "15F06722F0000409",
          "excerpt": "INFORMATICA ELA BASE PLUS 1 SW MAINTENANCE"
        },
        {
          "pattern": "training",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
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        {
          "pattern": "support",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
        },
        {
          "pattern": "renewal",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
        },
        {
          "pattern": "licences",
          "award_id": "N6523618F3054",
          "excerpt": "THE CONTRACTOR SHALL CONFIGURE OR MAINTAIN DOD PKI CERTIFICATE USER AUTHENTICATION TO ASSIGNED DATABASES.  THE CONTRACTOR SHALL SONFIGURE PL/SQL SCRIPTS OR AUTOMATED TOOLS SUCH AS INFORMATICA AND SAP "
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR23F00000273",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "75F40123F80196",
          "excerpt": "FDA INFORMATICA RENEWAL AND LICENSE PURCHASE WITH PROFESSIONAL SERVICES"
        },
        {
          "pattern": "professional_services",
          "award_id": "75F40123F80196",
          "excerpt": "FDA INFORMATICA RENEWAL AND LICENSE PURCHASE WITH PROFESSIONAL SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80196",
          "excerpt": "FDA INFORMATICA RENEWAL AND LICENSE PURCHASE WITH PROFESSIONAL SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR20F00000243",
          "excerpt": "INFORMATICA SW LICENSES AND SW LICENSE MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR20F00000243",
          "excerpt": "INFORMATICA SW LICENSES AND SW LICENSE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR24F00000221",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
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        {
          "pattern": "support",
          "award_id": "75F40124F80375",
          "excerpt": "INFORMATICA SOFTWARE LICENSES, MAINTENANCE, AND SUPPORT."
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        {
          "pattern": "renewal",
          "award_id": "75F40124F80375",
          "excerpt": "INFORMATICA SOFTWARE LICENSES, MAINTENANCE, AND SUPPORT."
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        {
          "pattern": "licences",
          "award_id": "75F40124F80375",
          "excerpt": "INFORMATICA SOFTWARE LICENSES, MAINTENANCE, AND SUPPORT."
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        {
          "pattern": "support",
          "award_id": "70CMSW23FC0000130",
          "excerpt": "FLEET IT H.O.M.E INFRASTRUCTURE SERVICES  IT INFRASTRUCTURE SUPPORT AND EXPLORATION OF GEOSPATIAL SUPPORT FOR THE ICE FLEET MANAGEMENT CAPABILITIES NECESSARY TO SUPPORT THE FLEET H.O.M.E. APPLICATION."
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        {
          "pattern": "renewal",
          "award_id": "70SBUR21F00000272",
          "excerpt": "INFORMATICA PERPETUAL SW MAINTENANCE RENEWAL AND SUBSCRIPTION LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR21F00000272",
          "excerpt": "INFORMATICA PERPETUAL SW MAINTENANCE RENEWAL AND SUBSCRIPTION LICENSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102823F0808",
          "excerpt": "INFORMATICA SOFTWARE RENEWAL"
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        {
          "pattern": "renewal",
          "award_id": "70SBUR22F00000245",
          "excerpt": "THIS ACTION WILL PROCURE AN ADDITIONAL YEAR OF INFORMATICA SOFTWARE MAINTENANCE FOR EXISTING USCIS LICENSES."
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        {
          "pattern": "licences",
          "award_id": "70SBUR22F00000245",
          "excerpt": "THIS ACTION WILL PROCURE AN ADDITIONAL YEAR OF INFORMATICA SOFTWARE MAINTENANCE FOR EXISTING USCIS LICENSES."
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        {
          "pattern": "support",
          "award_id": "HHSF223201710087W",
          "excerpt": "IGF::OT::IGF - INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE"
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        {
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          "excerpt": "IGF::OT::IGF - INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE"
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        {
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          "award_id": "HHSF223201710087W",
          "excerpt": "IGF::OT::IGF - INFORMATICA DATA QUALITY LICENSES, SUPPORT, MAINTENANCE"
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        {
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          "excerpt": "FY26 IGC INFORMATICA MAINTENANCE RENEWAL. THE PERIOD OF PERFORMACE IS 10/01/2025 - 09/30/2026."
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        {
          "pattern": "renewal",
          "award_id": "HTC71124CD003",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71124CD001",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "SP470121F0025",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE : 8507938311"
        },
        {
          "pattern": "licences",
          "award_id": "75F40120F80261",
          "excerpt": "INFORMATICA CLOUD LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71123C0001",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HTC71122CD001",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "140L0620F0091",
          "excerpt": "FY20 HSMA INFORMATICA SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "70VT1522F00029",
          "excerpt": "INFORMATICA SOFTWARE LICENSE AND MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "70VT1522F00029",
          "excerpt": "INFORMATICA SOFTWARE LICENSE AND MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B22F0377",
          "excerpt": "INFORMATICA BRAND SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C23F00000177",
          "excerpt": "RENEWAL OF INFORMATICA BRAND NAMED SOFTWARE FOR US CUSTOMS AND BORDER PROTECTION."
        },
        {
          "pattern": "support",
          "award_id": "75F40125F80067",
          "excerpt": "INFORMATICA SOFTWARE LICENSES SUPPORT SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80067",
          "excerpt": "INFORMATICA SOFTWARE LICENSES SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C22F00000205",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "N0018923F0639",
          "excerpt": "INFORMATICA POWERCENTER SUPPORT RENEWALS"
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        {
          "pattern": "renewal",
          "award_id": "N0018923F0639",
          "excerpt": "INFORMATICA POWERCENTER SUPPORT RENEWALS"
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        {
          "pattern": "support",
          "award_id": "86615423F00005",
          "excerpt": "INFORMATICA POWER CENTER LICENSES (SUPPORT)"
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        {
          "pattern": "licences",
          "award_id": "86615423F00005",
          "excerpt": "INFORMATICA POWER CENTER LICENSES (SUPPORT)"
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        {
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          "award_id": "75N97020P00024",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
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        {
          "pattern": "renewal",
          "award_id": "70B04C24F00000224",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
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        {
          "pattern": "support",
          "award_id": "70SBUR25F00000216",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE LICENSES AND MAINTENANCE SUPPORT WHICH SUPPORT DATA AND BUSINESS INTELLIGENCE SERVICES AND USCIS DATA/CLOUD MANAGEMENT. PERIOD OF PERFORMANCE 09/26/2025 TO 09/25/2026."
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR25F00000216",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE LICENSES AND MAINTENANCE SUPPORT WHICH SUPPORT DATA AND BUSINESS INTELLIGENCE SERVICES AND USCIS DATA/CLOUD MANAGEMENT. PERIOD OF PERFORMANCE 09/26/2025 TO 09/25/2026."
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR25F00000216",
          "excerpt": "RENEWAL OF INFORMATICA SOFTWARE LICENSES AND MAINTENANCE SUPPORT WHICH SUPPORT DATA AND BUSINESS INTELLIGENCE SERVICES AND USCIS DATA/CLOUD MANAGEMENT. PERIOD OF PERFORMANCE 09/26/2025 TO 09/25/2026."
        },
        {
          "pattern": "support",
          "award_id": "2032H524F00298",
          "excerpt": "THIS IS A DELIVERY ORDER TO PURCHASE ENTERPRISE INFORMATICA PLATFORM SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "2032H522F00464",
          "excerpt": "THE PURPOSE OF THIS FIRM FIX PRICED DELIVERY ORDER IS TO PURCHASE BRAND NAME INFORMATICA CLOUD SUBSCRIPTIONS."
        },
        {
          "pattern": "licences",
          "award_id": "2032H522F00464",
          "excerpt": "THE PURPOSE OF THIS FIRM FIX PRICED DELIVERY ORDER IS TO PURCHASE BRAND NAME INFORMATICA CLOUD SUBSCRIPTIONS."
        },
        {
          "pattern": "support",
          "award_id": "36C10B26F0003",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B26F0003",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "36C10B23F0178",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B23F0178",
          "excerpt": "BRAND NAME INFORMATICA SOFTWARE MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "N0042121P0669",
          "excerpt": "BASE, INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A21F0192",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
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        {
          "pattern": "licences",
          "award_id": "70CTD026FR0000030",
          "excerpt": "THE PURPOSE OF THIS DELIVERY ORDER IS TO PURCHASE INFORMATICA SOFTWARE LICENSES TO ENSURE SECURITY AND INTEGRITY OF ICE'S INFRASTRUCTURE."
        },
        {
          "pattern": "renewal",
          "award_id": "HQC00717F0009",
          "excerpt": "RENEWAL MAINTENANCE FOR INFORMATICA SOFTWARE"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD025FR0000028",
          "excerpt": "THIS TASK ORDER IS FOR CONTINUED INFORMATICA/IICS SOFTWARE LICENSE MAINTENANCE TO MAINTAIN A FUNCTIONAL OF ICE ANALYTICS AND HIGH-PERFORMANCE PLATFORM FOR DATA ENGINEERING (AHPDE)"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000028",
          "excerpt": "THIS TASK ORDER IS FOR CONTINUED INFORMATICA/IICS SOFTWARE LICENSE MAINTENANCE TO MAINTAIN A FUNCTIONAL OF ICE ANALYTICS AND HIGH-PERFORMANCE PLATFORM FOR DATA ENGINEERING (AHPDE)"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD023FR0000058",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "2032H526F00090",
          "excerpt": "INFORMATICA SOFTWARE SUBSCRIPTION LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "2032H526F00090",
          "excerpt": "INFORMATICA SOFTWARE SUBSCRIPTION LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD020FR0000099",
          "excerpt": "SOFTWARE MAINT RENEWAL FOR INFORMATICA POP: 6/1/2020 - 5/31/2021"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD022FR0000081",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A24F0055",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70CTD021FR0000111",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "N0018921F0396",
          "excerpt": "INFORMATICA CLOUD DATA MGMT SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "N0018921F0396",
          "excerpt": "INFORMATICA CLOUD DATA MGMT SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "70RCSJ23FR0000050",
          "excerpt": "NEW: INFORMATICA LICENSES RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70RCSJ23FR0000050",
          "excerpt": "NEW: INFORMATICA LICENSES RENEWAL"
        },
        {
          "pattern": "integration",
          "award_id": "S5121A22F0005",
          "excerpt": "INFORMATICA ETL SOFTWARE"
        },
        {
          "pattern": "implementation",
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          "excerpt": "INFORMATICA MIGRATION SERVICES"
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        {
          "pattern": "training",
          "award_id": "12760420P0005",
          "excerpt": "FY 20 STS SOLUTIONS&TRAINING, LLC INFORMATICA SOFTWARE RENEWAL AAR2019000127"
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        {
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        {
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          "excerpt": "INFORMATICA FY26 - FY27 RENEWAL FOR BLM"
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        {
          "pattern": "renewal",
          "award_id": "FA877222P0004",
          "excerpt": "INFORMATICA POWERCENTER RENEWAL"
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        {
          "pattern": "renewal",
          "award_id": "140D0425F1009",
          "excerpt": "INFORMATICA POWERCENTENTER SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "693JK323F00003N",
          "excerpt": "ORACLE INFORMATICA LICENSE RENEWAL"
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        {
          "pattern": "licences",
          "award_id": "693JK323F00003N",
          "excerpt": "ORACLE INFORMATICA LICENSE RENEWAL"
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        {
          "pattern": "integration",
          "award_id": "7571MN26F80068",
          "excerpt": "INFORMATICA CLOUD LICENSES TO TRANSITION EXISTING FINANCIAL DATA INTEGRATION TO CLOUD   EO 14398"
        },
        {
          "pattern": "licences",
          "award_id": "7571MN26F80068",
          "excerpt": "INFORMATICA CLOUD LICENSES TO TRANSITION EXISTING FINANCIAL DATA INTEGRATION TO CLOUD   EO 14398"
        },
        {
          "pattern": "licences",
          "award_id": "75F40122F80217",
          "excerpt": "CDER INFORMATICA POWERCENTER LICENSE ADDITION"
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        {
          "pattern": "renewal",
          "award_id": "12314423F0610",
          "excerpt": "FY23 CDO INFORMATICA SOFTWARE RENEWAL POP: 9/30/2023 - 9/29/2024"
        },
        {
          "pattern": "renewal",
          "award_id": "HQC00717F0021",
          "excerpt": "INFORMATICA POWERCENTER REAL TIME PACKAGE LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "HQC00717F0021",
          "excerpt": "INFORMATICA POWERCENTER REAL TIME PACKAGE LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22F1977",
          "excerpt": "RENEW INFORMATICA DATA CATALOG ENTERPRISE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM22F1977",
          "excerpt": "RENEW INFORMATICA DATA CATALOG ENTERPRISE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "1305L219FNWWA0057",
          "excerpt": "INFORMATICA SUPPORT SERVICES FOR MARS R&Q"
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        {
          "pattern": "renewal",
          "award_id": "12314424F0396",
          "excerpt": "INFORMATICA SOFTWARE RENEWAL"
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        {
          "pattern": "renewal",
          "award_id": "36C10B26F0117",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
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        {
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          "award_id": "36C10B22F0191",
          "excerpt": "INFORMATICA SOFTWARE MAINTENANCE"
        },
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        "median": 216246.44,
        "p75": 1020598.25,
        "high": 11083144.82,
        "from": "2014-05-28",
        "to": "2026-09-30"
      },
      "clean_count": 125,
      "scope_counts": {
        "bundle": 3,
        "unknown": 30,
        "license": 49,
        "renewal": 76,
        "support": 38,
        "services": 4,
        "training": 2
      },
      "observed_low": 6915.84,
      "observed_high": 11083144.82,
      "observed_median": 216246.44,
      "observed_total": 110922920.09,
      "award_count": 202,
      "agency_count": 21,
      "date_range": {
        "from": "2014-05-28",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Informatica",
      "slug": "informatica",
      "prose": {
        "answer_lead": "Public agencies have awarded contracts for Informatica with amounts ranging from an observed low of $6,915.84 to an observed high of $11,083,144.82.",
        "renewal_watch": "Informatica appears in 202 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $6,962 to $8,348,648, the largest being $8,348,648 to Department of Health and Human Services in 2019. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for Informatica licenses and renewals?",
            "answer": "The typical cost for Informatica licenses and renewals, based on 125 awards, ranges from $94,964.48 (25th percentile) to $1,020,598.25 (75th percentile). The median award amount for these types of contracts is $216,246.44.",
            "award_ids": []
          },
          {
            "question": "Are there hidden costs or additional services frequently bundled with Informatica purchases?",
            "answer": "Contract descriptions indicate that support, maintenance, and professional services are frequently bundled with Informatica licenses and renewals. For instance, one Department of Homeland Security award for $1,821,464.63 included both licenses and annual support.",
            "award_ids": [
              "HSIGAQ16P00010",
              "HHSF223201710087W"
            ]
          },
          {
            "question": "What is the highest amount an agency has paid for Informatica licenses?",
            "answer": "The highest observed award for Informatica licenses was $11,083,144.82 by the Department of the Treasury. This award was specifically for the purchase of brand name Informatica software licenses.",
            "award_ids": [
              "2032H521F00405"
            ]
          },
          {
            "question": "What is the lowest amount an agency has paid for Informatica licenses?",
            "answer": "The lowest observed award for Informatica licenses was $6,915.84 by the Department of Defense. This award was for an Informatica Fast Clone additional database source CPU-core.",
            "award_ids": [
              "N0042125F1158"
            ]
          },
          {
            "question": "Do agencies purchase Informatica for specific projects or broader enterprise use?",
            "answer": "Examples include a Department of the Treasury award for Informatica products and licenses for the Enterprise Informatica Platform (EIP), and a Department of Homeland Security award for Informatica software licenses to maintain a functional analytics and high-performance platform.",
            "award_ids": [
              "2032H523F00526",
              "70CTD025FR0000028"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 125 awards for licenses and renewals.",
            "One Department of Homeland Security award for $1,376,335 included \"PERPETUAL SW MAINTENANCE RENEWAL AND SUBSCRIPTION LICENSE RENEWAL.\" Another Department of Health and Human Services award for $8,348,647.72 was for \"CONSOLIDATED INFORMATICA MAINTENANCE/TECHNICAL SUPPORT RENEWAL.\""
          ],
          "rewritten": [
            "Public agencies have awarded contracts for Informatica with amounts ranging from",
            "Public agencies have awarded contracts for Informatica with amounts ranging from",
            "Renewal contract descriptions indicate that agencies frequently bundle software ",
            "One Department of Homeland Security award for $1,376,335 included \"PERPETUAL SW ",
            "Yes, contract descriptions indicate that support, maintenance, and professional ",
            "Agencies purchase Informatica for both specific projects and broader enterprise "
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 202 public contract awards from 21 awarding agencies.",
          "The figures below are computed from 125 licence and renewal awards; the other 77 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 31.3, and the highest is 1602.6 times the lowest.",
          "47 of 202 awards (23%) come from Department of Defense.",
          "The most frequent recipient across these awards is SOFTWARE INFORMATION RESOURCE CORP., on 29 awards (14%).",
          "The records span 2014-05-28 to 2026-09-30."
        ],
        "numbers": [
          23,
          14,
          1602.6,
          31.3,
          21,
          47,
          29,
          125,
          77
        ],
        "basis_sentence": "The figures below are computed from 125 licence and renewal awards; the other 77 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 3,
          "unknown": 30,
          "license": 49,
          "renewal": 76,
          "support": 38,
          "services": 4,
          "training": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Department of the Treasury",
          "Department of Agriculture",
          "Department of Veterans Affairs",
          "Department of Commerce",
          "Department of State",
          "Agency for International Development",
          "Department of the Interior",
          "Department of Justice",
          "Office of Personnel Management",
          "Export-Import Bank of the United States",
          "Department of Transportation",
          "Federal Communications Commission",
          "Federal Election Commission",
          "Consumer Financial Protection Bureau",
          "Department of Energy",
          "Social Security Administration",
          "Department of Housing and Urban Development",
          "General Services Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 46,
          "Department of the Treasury": 19,
          "Department of Health and Human Services": 23,
          "Consumer Financial Protection Bureau": 1,
          "Department of Defense": 47,
          "Federal Communications Commission": 2,
          "Department of Energy": 1,
          "Export-Import Bank of the United States": 3,
          "Department of Agriculture": 12,
          "Department of Commerce": 7,
          "Agency for International Development": 5,
          "Department of the Interior": 4,
          "Department of Veterans Affairs": 10,
          "Department of State": 6,
          "Department of Justice": 4,
          "Federal Election Commission": 2,
          "Social Security Administration": 1,
          "Office of Personnel Management": 4,
          "Department of Transportation": 3,
          "Department of Housing and Urban Development": 1,
          "General Services Administration": 1
        },
        "recipient_counts": {
          "PANAMERICA COMPUTERS, INC.": 5,
          "AKIRA TECHNOLOGIES INC.": 3,
          "DLT SOLUTIONS, LLC": 12,
          "INFORMATICA LLC": 1,
          "GOVSMART, INC.": 16,
          "IPI GRAMMTECH LTD": 8,
          "TECHNICA CORPORATION": 1,
          "NEW TECH SOLUTIONS, INC.": 13,
          "MACRO SOLUTIONS LLC": 1,
          "ALVAREZ LLC": 4,
          "PRODUCT DATA INTEGRATION TECHNOLOGIES INC": 1,
          "TECHANAX LLC": 1,
          "INFORMATICA FEDERAL OPERATIONS CORPORATION": 1,
          "STERLING COMPUTERS CORPORATION": 2,
          "STS SOLUTIONS AND TRAINING, LLC": 1,
          "BLUE TECH INC.": 4,
          "G2IT, LLC": 1,
          "FCN, INC.": 19,
          "REDHAWK IT SOLUTIONS, LLC": 18,
          "ANACAPA MICRO PRODUCTS, INC.": 3,
          "ACCESSAGILITY LLC": 1,
          "MISCELLANEOUS FOREIGN AWARDEES": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 12,
          "KPAUL PROPERTIES LLC": 1,
          "WILDFLOWER INTERNATIONAL, LTD.": 1,
          "ARCHITECHTURE SOLUTIONS LLC": 2,
          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 3,
          "THE TACTICAL DEVELOPMENT GROUP, LLC": 2,
          "JASPER SOLUTIONS INC.": 1,
          "COUNTERTRADE PRODUCTS, INC.": 1,
          "LANCER INFORMATION SOLUTIONS, LLC": 2,
          "AURORA SYSTEMS CONSULTING INC": 4,
          "SOFTWARE INFORMATION RESOURCE CORP.": 29,
          "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 9,
          "DH TECHNOLOGIES, INC.": 1,
          "FEDSTORE CORPORATION": 1,
          "SNAP, INC": 2,
          "4 STAR TECHNOLOGIES, INC.": 1,
          "PROJECT MANAGER USA, INC.": 1,
          "ASET PARTNERS CORP.": 1,
          "VINSYS INFORMATION TECHNOLOGY, INC.": 1,
          "ESSNOVA SOLUTIONS, INC.": 1,
          "VETS2 SYNERGY LLC": 1,
          "CMA TECHNOLOGY INC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 3,
          "ENTELLIMETRIX LLC": 2,
          "RADIANT CREATIVE GROUP, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
        "spread_ratio": 1602.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Informatica\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$6.5M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$13.0M</text><line x1=\"56\" y1=\"212.8\" x2=\"704\" y2=\"212.8\" class=\"pp-median\"/><text x=\"704\" y=\"206.8\" class=\"pp-median-label\" text-anchor=\"end\">median $216k</text><rect x=\"55.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE14J00081 — $104k — Department of Homeland Security — 2014-05-28</title></rect><rect x=\"58.8\" y=\"120.0\" width=\"4.0\" height=\"96.0\" class=\"pp-bar\"><title>HSSCCG14J00186 — $6.5M — Department of Homeland Security — 2014-09-27</title></rect><rect x=\"62.0\" y=\"153.7\" width=\"4.0\" height=\"62.3\" class=\"pp-bar\"><title>TIRNO15T00100 — $4.2M — Department of the Treasury — 2015-09-30</title></rect><rect x=\"65.2\" y=\"158.6\" width=\"4.0\" height=\"57.4\" class=\"pp-bar\"><title>TIRNO15C00096 — $3.9M — Department of the Treasury — 2015-09-30</title></rect><rect x=\"68.4\" y=\"189.1\" width=\"4.0\" height=\"26.9\" class=\"pp-bar\"><title>HSIGAQ16P00010 — $1.8M — Department of Homeland Security — 2015-12-28</title></rect><rect x=\"71.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE16J00154 — $113k — Department of Homeland Security — 2016-06-01</title></rect><rect x=\"74.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HHSN27600019 — $87k — Department of Health and Human Services — 2016-09-06</title></rect><rect x=\"78.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>CFP17P00009 — $48k — Consumer Financial Protection Bureau — 2017-01-25</title></rect><rect x=\"81.3\" y=\"207.1\" width=\"4.0\" height=\"8.9\" class=\"pp-bar\"><title>HQC00717F0009 — $603k — Department of Defense — 2017-03-24</title></rect><rect x=\"84.5\" y=\"196.4\" width=\"4.0\" height=\"19.6\" class=\"pp-bar\"><title>HHSF223201710087W — $1.3M — Department of Health and Human Services — 2017-04-20</title></rect><rect x=\"87.7\" y=\"111.4\" width=\"4.0\" height=\"104.6\" class=\"pp-bar\"><title>TIRNO17T00037 — $7.1M — Department of the Treasury — 2017-06-02</title></rect><rect x=\"90.9\" y=\"211.7\" width=\"4.0\" height=\"4.3\" class=\"pp-bar\"><title>HQC00717F0021 — $288k — Department of Defense — 2017-07-29</title></rect><rect x=\"94.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FCC17G0075 — $75k — Federal Communications Commission — 2017-08-01</title></rect><rect x=\"97.3\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>DEDT0013903 — $186k — Department of Energy — 2017-09-01</title></rect><rect x=\"100.5\" y=\"177.3\" width=\"4.0\" height=\"38.7\" class=\"pp-bar\"><title>HHSP23337004T — $2.6M — Department of Health and Human Services — 2017-09-18</title></rect><rect x=\"103.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>83310118F0013 — $9k — Export-Import Bank of the United States — 2018-03-19</title></rect><rect x=\"106.9\" y=\"192.9\" width=\"4.0\" height=\"23.1\" class=\"pp-bar\"><title>N6523618F3054 — $1.6M — Department of Defense — 2018-03-27</title></rect><rect x=\"110.1\" y=\"190.8\" width=\"4.0\" height=\"25.2\" class=\"pp-bar\"><title>N0018918F0963 — $1.7M — Department of Defense — 2018-09-25</title></rect><rect x=\"113.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314418F0756 — $92k — Department of Agriculture — 2018-10-01</title></rect><rect x=\"116.6\" y=\"186.3\" width=\"4.0\" height=\"29.7\" class=\"pp-bar\"><title>N0018919P0028 — $2.0M — Department of Defense — 2018-11-15</title></rect><rect x=\"119.8\" y=\"212.4\" width=\"4.0\" height=\"3.6\" class=\"pp-bar\"><title>75P00119F00021 — $244k — Department of Health and Human Services — 2018-12-27</title></rect><rect x=\"123.0\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>1305L219FNWWA0057 — $273k — Department of Commerce — 2019-02-27</title></rect><rect x=\"126.2\" y=\"92.7\" width=\"4.0\" height=\"123.3\" class=\"pp-bar\"><title>75F40119F80011 — $8.3M — Department of Health and Human Services — 2019-03-28</title></rect><rect x=\"129.4\" y=\"210.8\" width=\"4.0\" height=\"5.2\" class=\"pp-bar\"><title>FA877119F1016 — $353k — Department of Defense — 2019-09-10</title></rect><rect x=\"132.6\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>2032H519F00794 — $13.0M — Department of the Treasury — 2019-09-29</title></rect><rect x=\"135.8\" y=\"202.0\" width=\"4.0\" height=\"14.0\" class=\"pp-bar\"><title>75N97020P00024 — $947k — Department of Health and Human Services — 2019-11-01</title></rect><rect x=\"139.0\" y=\"210.4\" width=\"4.0\" height=\"5.6\" class=\"pp-bar\"><title>12760420P0005 — $379k — Department of Agriculture — 2019-11-25</title></rect><rect x=\"142.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FR0000013 — $52k — Department of Homeland Security — 2020-01-07</title></rect><rect x=\"145.4\" y=\"209.8\" width=\"4.0\" height=\"6.2\" class=\"pp-bar\"><title>75F40120F80046 — $419k — Department of Health and Human Services — 2020-01-27</title></rect><rect x=\"148.6\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>72MC1020C00005 — $189k — Agency for International Development — 2020-03-23</title></rect><rect x=\"151.8\" y=\"198.9\" width=\"4.0\" height=\"17.1\" class=\"pp-bar\"><title>140L0620F0091 — $1.2M — Department of the Interior — 2020-04-30</title></rect><rect x=\"155.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2032H520F00293 — $119k — Department of the Treasury — 2020-05-01</title></rect><rect x=\"158.3\" y=\"198.3\" width=\"4.0\" height=\"17.7\" class=\"pp-bar\"><title>75F40120F80261 — $1.2M — Department of Health and Human Services — 2020-06-24</title></rect><rect x=\"161.5\" y=\"208.6\" width=\"4.0\" height=\"7.4\" class=\"pp-bar\"><title>70CTD020FR0000099 — $498k — Department of Homeland Security — 2020-06-25</title></rect><rect x=\"164.7\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>70VT1520F00029 — $160k — Department of Homeland Security — 2020-07-01</title></rect><rect x=\"167.9\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>36C24120F0232 — $330k — Department of Veterans Affairs — 2020-09-20</title></rect><rect x=\"171.1\" y=\"193.8\" width=\"4.0\" height=\"22.2\" class=\"pp-bar\"><title>70SBUR20F00000243 — $1.5M — Department of Homeland Security — 2020-09-27</title></rect><rect x=\"174.3\" y=\"202.1\" width=\"4.0\" height=\"13.9\" class=\"pp-bar\"><title>HTC71121FD016 — $940k — Department of Defense — 2020-10-01</title></rect><rect x=\"177.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19MX5621P0012 — $9k — Department of State — 2020-10-23</title></rect><rect x=\"180.7\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>FA940121F0006 — $216k — Department of Defense — 2020-12-31</title></rect><rect x=\"183.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000023 — $55k — Department of Homeland Security — 2021-01-11</title></rect><rect x=\"187.1\" y=\"197.6\" width=\"4.0\" height=\"18.4\" class=\"pp-bar\"><title>SP470121F0025 — $1.2M — Department of Defense — 2021-01-28</title></rect><rect x=\"190.3\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>70CTD021FR0000111 — $488k — Department of Homeland Security — 2021-06-01</title></rect><rect x=\"193.5\" y=\"206.4\" width=\"4.0\" height=\"9.6\" class=\"pp-bar\"><title>36C10A21F0192 — $648k — Department of Veterans Affairs — 2021-06-03</title></rect><rect x=\"196.8\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>70RTAC21FR0000051 — $171k — Department of Homeland Security — 2021-06-03</title></rect><rect x=\"200.0\" y=\"202.7\" width=\"4.0\" height=\"13.3\" class=\"pp-bar\"><title>HC102821F0559 — $902k — Department of Defense — 2021-06-16</title></rect><rect x=\"203.2\" y=\"52.3\" width=\"4.0\" height=\"163.7\" class=\"pp-bar\"><title>2032H521F00405 — $11.1M — Department of the Treasury — 2021-06-25</title></rect><rect x=\"206.4\" y=\"213.0\" width=\"4.0\" height=\"3.0\" class=\"pp-bar\"><title>70VT1521P00006 — $201k — Department of Homeland Security — 2021-07-01</title></rect><rect x=\"209.6\" y=\"209.3\" width=\"4.0\" height=\"6.7\" class=\"pp-bar\"><title>N0018921F0396 — $451k — Department of Defense — 2021-07-30</title></rect><rect x=\"212.8\" y=\"195.7\" width=\"4.0\" height=\"20.3\" class=\"pp-bar\"><title>70SBUR21F00000272 — $1.4M — Department of Homeland Security — 2021-09-27</title></rect><rect x=\"216.0\" y=\"198.7\" width=\"4.0\" height=\"17.3\" class=\"pp-bar\"><title>HTC71122CD001 — $1.2M — Department of Defense — 2021-10-01</title></rect><rect x=\"219.2\" y=\"205.9\" width=\"4.0\" height=\"10.1\" class=\"pp-bar\"><title>N0042121P0669 — $684k — Department of Defense — 2021-10-01</title></rect><rect x=\"222.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA701422F0008 — $125k — Department of Defense — 2021-12-16</title></rect><rect x=\"225.6\" y=\"213.0\" width=\"4.0\" height=\"3.0\" class=\"pp-bar\"><title>70US0922F1DHS0002 — $204k — Department of Homeland Security — 2022-01-07</title></rect><rect x=\"228.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSW22FR0000016 — $53k — Department of Homeland Security — 2022-01-07</title></rect><rect x=\"232.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341222F00010 — $39k — Department of the Treasury — 2022-02-12</title></rect><rect x=\"235.2\" y=\"201.3\" width=\"4.0\" height=\"14.7\" class=\"pp-bar\"><title>70B04C22F00000205 — $995k — Department of Homeland Security — 2022-03-01</title></rect><rect x=\"238.5\" y=\"191.2\" width=\"4.0\" height=\"24.8\" class=\"pp-bar\"><title>15F06722F0000409 — $1.7M — Department of Justice — 2022-03-03</title></rect><rect x=\"241.7\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>75F40122F80068 — $181k — Department of Health and Human Services — 2022-03-03</title></rect><rect x=\"244.9\" y=\"199.5\" width=\"4.0\" height=\"16.5\" class=\"pp-bar\"><title>HQ003422F0157 — $1.1M — Department of Defense — 2022-03-31</title></rect><rect x=\"248.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" 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class=\"pp-bar\"><title>N0042125F1198 — $183k — Department of Defense — 2025-09-23</title></rect><rect x=\"617.0\" y=\"208.5\" width=\"4.0\" height=\"7.5\" class=\"pp-bar\"><title>N0018925FR162 — $511k — Department of Defense — 2025-09-25</title></rect><rect x=\"620.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018925F0746 — $107k — Department of Defense — 2025-09-25</title></rect><rect x=\"623.4\" y=\"185.2\" width=\"4.0\" height=\"30.8\" class=\"pp-bar\"><title>FA701425F0319 — $2.1M — Department of Defense — 2025-09-30</title></rect><rect x=\"626.6\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>75P00125F80125 — $214k — Department of Health and Human Services — 2025-09-30</title></rect><rect x=\"629.8\" y=\"196.7\" width=\"4.0\" height=\"19.3\" class=\"pp-bar\"><title>HTC71125CE131 — $1.3M — Department of Defense — 2025-10-01</title></rect><rect x=\"633.0\" y=\"204.5\" width=\"4.0\" height=\"11.5\" class=\"pp-bar\"><title>36C10B26F0003 — $776k — Department of Veterans Affairs — 2025-10-01</title></rect><rect x=\"636.2\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>HTC71125FE173 — $197k — Department of Defense — 2025-10-01</title></rect><rect x=\"639.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72MC1025P00014 — $60k — Agency for International Development — 2025-10-01</title></rect><rect x=\"642.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341226F00010 — $91k — Department of the Treasury — 2025-12-29</title></rect><rect x=\"645.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70Z0G326FMSPL0002 — $74k — Department of Homeland Security — 2026-01-01</title></rect><rect x=\"649.1\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>12314426F0037 — $191k — Department of Agriculture — 2026-01-17</title></rect><rect x=\"652.3\" y=\"187.0\" width=\"4.0\" height=\"29.0\" class=\"pp-bar\"><title>70B04C26F00000279 — $2.0M — Department of Homeland Security — 2026-03-27</title></rect><rect x=\"655.5\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>36C10B26F0117 — $269k — Department of Veterans Affairs — 2026-04-26</title></rect><rect x=\"658.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0439 — $138k — Department of Defense — 2026-05-19</title></rect><rect x=\"661.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>83310126F0020 — $28k — Export-Import Bank of the United States — 2026-06-01</title></rect><rect x=\"665.1\" y=\"207.0\" width=\"4.0\" height=\"9.0\" class=\"pp-bar\"><title>70CTD026FR0000030 — $609k — Department of Homeland Security — 2026-06-02</title></rect><rect x=\"668.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDA226FR0000028 — $63k — Department of Homeland Security — 2026-06-03</title></rect><rect x=\"671.5\" y=\"168.7\" width=\"4.0\" height=\"47.3\" class=\"pp-bar\"><title>2032H526F00078 — $3.2M — Department of the Treasury — 2026-06-25</title></rect><rect x=\"674.7\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>36C10B26F0180 — $235k — Department of Veterans Affairs — 2026-07-01</title></rect><rect x=\"677.9\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>7571MN26F80068 — $330k — Department of Health and Human Services — 2026-07-30</title></rect><rect x=\"681.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333ND26FNB180129 — $30k — Department of Commerce — 2026-08-01</title></rect><rect x=\"684.4\" y=\"207.9\" width=\"4.0\" height=\"8.1\" class=\"pp-bar\"><title>2032H526F00090 — $550k — Department of the Treasury — 2026-08-23</title></rect><rect x=\"687.6\" y=\"210.6\" width=\"4.0\" height=\"5.4\" class=\"pp-bar\"><title>140D0426F1005 — $363k — Department of the Interior — 2026-08-31</title></rect><rect x=\"690.8\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>70US0926F1DHS2628 — $165k — Department of Homeland Security — 2026-09-15</title></rect><rect x=\"694.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JK326F00015N — $136k — Department of Transportation — 2026-09-15</title></rect><rect x=\"697.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM26F1158 — $47k — Department of State — 2026-09-28</title></rect><rect x=\"700.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA700026FG630 — $84k — Department of Defense — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2014-05-28</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (202 awards, obligated)</text></svg>",
      "published_date": "2026-10-04",
      "url": "/informatica/",
      "changelog": [
        {
          "date": "2026-10-04",
          "note": "Initial publication: 202 awards, $6,731–$12,997,968."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $12,997,968 -> $11,083,145; lowest observed $6,731 -> $6,916"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "power-bi": {
      "product_slug": "power-bi",
      "product_name": "Microsoft Power BI",
      "vendor": "Microsoft Corporation",
      "list_price": {
        "value": 14.0,
        "unit": "USD per user per month (paid yearly)",
        "publisher": "Microsoft Corporation",
        "url": "https://www.microsoft.com/en-us/power-platform/products/power-bi/pricing",
        "quote": "Power BI Pro — $14.00 — user/month, paid yearly",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "EPB17H00034",
          "recipient": "INSIGHT PUBLIC SECTOR, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Environmental Protection Agency",
          "sub_agency": "Environmental Protection Agency",
          "action_date": "2016-12-14",
          "end_date": "2022-10-19",
          "amount": 6427.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PURCHASE FIVE SUBSCRIPTIONS TO ONLINE SOFTWARE INCLUDING MS PROJECT PROFESSIONAL, PROJECT PLANNER AND POWERBI. THE SUBSCRIPTIONS WILL BE FOR 3 YEARS. POWERBI WILL NOT BE AVAILABLE UNTIL 1/1/2017. TECHNICAL POINT OF CONTACT:VICKI SOTO",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_EPB17H00034_6800_EPBPA16H0025_6800"
        },
        {
          "award_id": "70CTD018FC0000099",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2018-06-27",
          "end_date": "2019-06-27",
          "amount": 56088.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "AMB #15174 - PURCHASE MICROSOFT 475 POWER BI PRO GOV LICENSES AND COVER MAINTENANCE 125 LICENSES; DHS ELA CONTRACT NO.: HSHQDC-15-A-00017; ACOR/POC: FRANCINE COX, 202-732-2404, FRANCINE.COX@ICE.DHS.GOV",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD018FC0000099_7012_HSHQDC15A00017_7001"
        },
        {
          "award_id": "FA462120C0006",
          "recipient": "TEKSOUTH CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2019-12-31",
          "end_date": "2020-01-16",
          "amount": 29735.15,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "training",
          "scope_reason": "training",
          "description_excerpt": "MS-101 POWER BI TRAINING",
          "psc_code": "U001",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA462120C0006_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "140D0420F0233",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Interior",
          "sub_agency": "Departmental Offices",
          "action_date": "2020-04-01",
          "end_date": "2021-02-28",
          "amount": 61957.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "POWERAPPS AND POWERBI",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_140D0420F0233_1406_140D0419A0018_1406"
        },
        {
          "award_id": "140T0120F0002",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Interior",
          "sub_agency": "Office of the Inspector General",
          "action_date": "2020-04-22",
          "end_date": "2021-02-28",
          "amount": 16240.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MICROSOFT POWERBI SOFTWARE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_140T0120F0002_1404_140D0419A0018_1406"
        },
        {
          "award_id": "70CTD020FC0000054",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2020-06-09",
          "end_date": "2021-03-26",
          "amount": 42066.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "MS ELA/BPA RENEW 600 MICROSOFT POWER BI PRO GOV LICENSES&COVER MAINT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD020FC0000054_7012_HSHQDC15A00017_7001"
        },
        {
          "award_id": "70RTAC20FC0000037",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2020-09-15",
          "end_date": "2021-03-26",
          "amount": 864814.82,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PURCHASE MICROSOFT POWERBI, MICROSOFT POWERAPPS, AND AZURE CONSUMPTION UTILIZING THE MICROSOFT ELA.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RTAC20FC0000037_7001_HSHQDC15A00017_7001"
        },
        {
          "award_id": "2032H521F00272",
          "recipient": "MINBURN TECHNOLOGY GROUP, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2021-03-31",
          "end_date": "2022-12-31",
          "amount": 192381.54,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DEPARTMENT OF TREASURY MICROSOFT ACTIVE DIRECTORY P2 AND POWER BI PREMIUM",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H521F00272_2050_GS35F309AA_4732"
        },
        {
          "award_id": "W9132T21P0033",
          "recipient": "OM GROUP, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2021-06-14",
          "end_date": "2022-03-14",
          "amount": 146878.88,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAP - POWER BI FOR ESMS U435CFN",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W9132T21P0033_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "FA460021F0114",
          "recipient": "PERATON ENTERPRISE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2021-08-30",
          "end_date": "2022-06-30",
          "amount": 5369.28,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PROJECT FY21-166 - POWERBI O&M",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA460021F0114_9700_FA460021D0001_9700"
        },
        {
          "award_id": "W50S9722F0001",
          "recipient": "DELL FEDERAL SYSTEMS L.P",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2021-10-12",
          "end_date": "2021-11-11",
          "amount": 12565.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "POWER BI MICROSOFT LICENSES PER DOD JELA",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W50S9722F0001_9700_HC108420A0003_9700"
        },
        {
          "award_id": "91990422P0001",
          "recipient": "DSQUORUM LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Education",
          "sub_agency": "Department of Education",
          "action_date": "2021-11-10",
          "end_date": "2021-11-23",
          "amount": 17500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "training",
          "scope_reason": "training",
          "description_excerpt": "POWER BI TRAINING",
          "psc_code": "U012",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_91990422P0001_9100_-NONE-_-NONE-"
        },
        {
          "award_id": "80HQTR22F0020",
          "recipient": "ARES CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2021-12-01",
          "end_date": "2023-02-28",
          "amount": 169840.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "THIS TASK SUPPORTS THE NASA SAFETY CULTURE PROGRAM MANAGER WITH THE ANALYSIS OF SCS RESULTS USING TOOLS LIKE EXCEL, POWER BI, POWERPOINT, AND OTHER COLLABORATION, COMMUNICATION, AND ANALYSIS TOOLS.",
          "psc_code": "R699",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80HQTR22F0020_8000_80HQTR17A0011_8000"
        },
        {
          "award_id": "70RCSA22FC0000001",
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2022-01-01",
          "end_date": "2023-03-26",
          "amount": 117987.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE PURPOSE OF THIS BPA CALL IS TO PROCURE POWER BI PREMIUM SUBSCRIPTION LICENSES FOR THE DEPARTMENT OF HOMELAND SECURITY, CYBERSECURITY AND INFRASTRUCTURE SECURITY AGENCY (CISA), STAKEHOLDER ENGAGEMENT DIVISION (SED), IN ACCORDANCE WITH THE ATTACHED",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RCSA22FC0000001_7001_70RTAC21A00000001_7001"
        },
        {
          "award_id": "47QFSA22F0043",
          "recipient": "DELL MARKETING L.P.",
          "resolved_vendor": "Microsoft Corporation",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.95,
          "agency": "General Services Administration",
          "sub_agency": "Federal Acquisition Service",
          "action_date": "2022-01-01",
          "end_date": "2022-10-31",
          "amount": 49535.64,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DISA POWER BI SUBSCRIPTION LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47QFSA22F0043_4732_47QTCA21A0002_4732"
        },
        {
          "award_id": "FA664323F0004",
          "recipient": "DELL MARKETING L.P.",
          "resolved_vendor": "Microsoft Corporation",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-02-02",
          "end_date": "2023-10-31",
          "amount": 50557.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "POWERBI PREMIUM",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA664323F0004_9700_N6600121A0083_9700"
        },
        {
          "award_id": "2033H622F00068",
          "recipient": "MLINQS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of the Treasury",
          "sub_agency": "Bureau of the Fiscal Service",
          "action_date": "2022-02-13",
          "end_date": "2024-12-12",
          "amount": 29482.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "THE ESTABLISHMENT A SITE-TO-SITE VIRTUAL PRIVATE NETWORK (VPN) BETWEEN FISCAL SERVICES POWER BI SERVICES WITHIN THE FISCAL SERVICES OFFICE 365 CLOUD.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2033H622F00068_2036_2033H620A00002_2036"
        },
        {
          "award_id": "19AQMM22F0704",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": "Microsoft Corporation",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.95,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2022-03-04",
          "end_date": "2023-02-28",
          "amount": 47525.28,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "MS POWERBI LICE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM22F0704_1900_NNG15SC28B_8000"
        },
        {
          "award_id": "W56HZV22FL055",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-03-08",
          "end_date": "2022-04-01",
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          "excerpt": "ACTERYS - USER LICENSE FOR POWER BI CONNECTOR RENEWAL FOR FY 2022, POP 9/24/2022 - 9/23/2023"
        },
        {
          "pattern": "training",
          "award_id": "FA302025P0163",
          "excerpt": "82 CS INSTRUCTOR LED IT TRAINING TO INCLUDE: CLOUD+ POWER BI MS WINDOWS SERVER 2022"
        },
        {
          "pattern": "licences",
          "award_id": "FA301622F0299",
          "excerpt": "1 LICENSE OF THE PREMIUM CAPACITY AND 42 PRO LICENSES FOR THE MS POWER BI PREMIUM + PRO CLOUD SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "FA440722F0093",
          "excerpt": "MICROSOFT POWER BI LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "FA877322F0072",
          "excerpt": "JELA III POWER BI P1 NODE LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "W91WMC23PV003",
          "excerpt": "MS POWER BI LICENSE FOR ACE-IT.  R1I3000"
        },
        {
          "pattern": "training",
          "award_id": "70Z02824FMIAM0007",
          "excerpt": "D7 POWER BI TRAINING HANDS-ON FOR 18 STUDENTS"
        },
        {
          "pattern": "training",
          "award_id": "9531CB24P0009",
          "excerpt": "OFP - POWER BI TRAINING CLASS"
        },
        {
          "pattern": "training",
          "award_id": "91990422P0001",
          "excerpt": "POWER BI TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "19TH2024P0597",
          "excerpt": "CGFS/CST (NEA-SCA) - POWER BI TRAINING (ENGLISH)"
        },
        {
          "pattern": "renewal",
          "award_id": "W91CRB24F0293",
          "excerpt": "MICROSOFT POWER BI PREMIUM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W91CRB24F0293",
          "excerpt": "MICROSOFT POWER BI PREMIUM SUBSCRIPTION"
        },
        {
          "pattern": "training",
          "award_id": "70FA4024F00000413",
          "excerpt": "POWER BI CUSTOM TRAINING TO EQUIP FEMA OCCPO-REPORT AND ANALYSIS"
        },
        {
          "pattern": "training",
          "award_id": "80NSSC23PA862",
          "excerpt": "SOFTEK POWER BI TRAINING COURSES"
        },
        {
          "pattern": "training",
          "award_id": "15F06723P0002197",
          "excerpt": "THIS REQUIREMENT IS FOR THE VENDOR TO PROVIDE POWER BI TRAINING, IN ADDITION TO TRAINING VOUCHERS FROM THE VENDOR. THIS TRAINING WILL BE FOR IT WORKFORCE DEVELOPMENT SERVICES DESIGNED TO HELP BUILD SK"
        },
        {
          "pattern": "training",
          "award_id": "19M05523P1351",
          "excerpt": "POWER BI & POWER AUTOMATE TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "19TH2022P2089",
          "excerpt": "CGFS/EXE - POWER BI TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "19SA7024P1194",
          "excerpt": "POWER BI TRAINING FOR FMC STAFF"
        },
        {
          "pattern": "licences",
          "award_id": "W50S9722F0001",
          "excerpt": "POWER BI MICROSOFT LICENSES PER DOD JELA"
        },
        {
          "pattern": "integration",
          "award_id": "123J1922P0019",
          "excerpt": "POWER BI CONNECTOR FOR JIRA & JIRA SOFTWARE LICENSE BUNDLE FOR DEVELOPMENT ENVIRONMENT"
        },
        {
          "pattern": "licences",
          "award_id": "123J1922P0019",
          "excerpt": "POWER BI CONNECTOR FOR JIRA & JIRA SOFTWARE LICENSE BUNDLE FOR DEVELOPMENT ENVIRONMENT"
        },
        {
          "pattern": "training",
          "award_id": "191N6524P0918",
          "excerpt": "POWER BI TRAINING"
        },
        {
          "pattern": "training",
          "award_id": "49100422P9022",
          "excerpt": "GROUP TRAINING OF MICROSOFTPL-300: MICROSOFT POWER BI DATA ANALYST"
        },
        {
          "pattern": "training",
          "award_id": "FA302026P0019",
          "excerpt": "VIRTUAL, INSTRUCTOR LED POWER-BI TRAINING FOR COURSE PL-300 AND PL-900, TO INCLUDE: INSTRUCTION FOR 10 INDIVIDUALS, PER COURSE (10) EXAM VOUCHERS, PER COURSE (10) RE-TAKE VOUCHERS, PER COURSE (IF NEED"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3022F00000159",
          "excerpt": "MS POWER BI PRO LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "HQ003426FE017",
          "excerpt": "POWER BI/POWER AUTOMATE DOD 365 LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "47QACA26F0410",
          "excerpt": "DISA J357 POWER BI SIPR DEOS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "47QFSA25F0037",
          "excerpt": "ARMY OCIO POWER BI LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "70CTD024FC0000006",
          "excerpt": "MICROSOFT POWER BI LICENSES IN SUPPORT OF ICE/OCIO"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD024FC0000006",
          "excerpt": "MICROSOFT POWER BI LICENSES IN SUPPORT OF ICE/OCIO"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM22F1649",
          "excerpt": "MS POWER BI PREMIUM/POWER AUTOMATE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "N0002424FG0533",
          "excerpt": "VLA POWER BI USER LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "72067424P00113",
          "excerpt": "REQUEST FOR POWER BI AND EXCEL TRAINING SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "70FA4023F00000533",
          "excerpt": "MICROSOFT POWER BI PRO LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "140P2122F0008",
          "excerpt": "2 MS POWER BI PRO SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "140P2122F0008",
          "excerpt": "2 MS POWER BI PRO SUBSCRIPTIONS"
        },
        {
          "pattern": "support",
          "award_id": "FA877226F0004",
          "excerpt": "POWERBI PREMIUM P2/P3 SUBSCRIPTION IN SUPPORT OF DAF 365 ELA"
        },
        {
          "pattern": "renewal",
          "award_id": "FA877226F0004",
          "excerpt": "POWERBI PREMIUM P2/P3 SUBSCRIPTION IN SUPPORT OF DAF 365 ELA"
        },
        {
          "pattern": "licences",
          "award_id": "FA877226F0004",
          "excerpt": "POWERBI PREMIUM P2/P3 SUBSCRIPTION IN SUPPORT OF DAF 365 ELA"
        },
        {
          "pattern": "licences",
          "award_id": "70RCSA22FC0000017",
          "excerpt": "MICROSOFT POWERBI PREMIUM LICENSES - DELL FEDERAL SYSTEMS L.P."
        },
        {
          "pattern": "licences",
          "award_id": "W56HZV23FL082",
          "excerpt": "MICROSOFT POWERBI PREMIUM ONE YEAR LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80413",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PURCHASE POWERBI PREMIUM WORKSPACE LICENSE."
        },
        {
          "pattern": "training",
          "award_id": "19MX5323P1747",
          "excerpt": "MEX-FMC-POWERBI VISUALIZATION TRAINING-2023"
        },
        {
          "pattern": "licences",
          "award_id": "89503023FWA000101",
          "excerpt": "PURCHASE ADDITIONAL LICENSES FOR POWERBI, DOMESTIC CALL PLAN, AND MSFT TEAMS"
        },
        {
          "pattern": "support",
          "award_id": "68HERD25F0038",
          "excerpt": "MICROSOFT POWER SUITE AND SHAREPOINT MICROSOFT OFFICE 365 SUPPORT SERVICE FOR POWER APPS, POWER AUTOMATE, POWERBI, AND SHAREPOINT DESIGN AND DEVELOPMENT CONSULTATION"
        },
        {
          "pattern": "professional_services",
          "award_id": "68HERD25F0038",
          "excerpt": "MICROSOFT POWER SUITE AND SHAREPOINT MICROSOFT OFFICE 365 SUPPORT SERVICE FOR POWER APPS, POWER AUTOMATE, POWERBI, AND SHAREPOINT DESIGN AND DEVELOPMENT CONSULTATION"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD024FC0000012",
          "excerpt": "AMB # 21496; NEW POWERBI LICENSES; CONTRACT # 70CTD024FC0000005; POP: 6/1/24 - 3/26/24; ACOR: JEFFREY HOWARD, JEFFREY.HOWARD@ICE.DHS.GOV, (202) 441-8441."
        },
        {
          "pattern": "training",
          "award_id": "15M10323FA4700056",
          "excerpt": "HRD MICROSOFT POWERBI TRAINING - 3-DAY, 30 PEOPLE"
        },
        {
          "pattern": "renewal",
          "award_id": "EPB17H00034",
          "excerpt": "PURCHASE FIVE SUBSCRIPTIONS TO ONLINE SOFTWARE INCLUDING MS PROJECT PROFESSIONAL, PROJECT PLANNER AND POWERBI.  THE SUBSCRIPTIONS WILL BE FOR 3 YEARS.  POWERBI WILL NOT BE AVAILABLE UNTIL 1/1/2017.  T"
        },
        {
          "pattern": "licences",
          "award_id": "EPB17H00034",
          "excerpt": "PURCHASE FIVE SUBSCRIPTIONS TO ONLINE SOFTWARE INCLUDING MS PROJECT PROFESSIONAL, PROJECT PLANNER AND POWERBI.  THE SUBSCRIPTIONS WILL BE FOR 3 YEARS.  POWERBI WILL NOT BE AVAILABLE UNTIL 1/1/2017.  T"
        },
        {
          "pattern": "licences",
          "award_id": "N6426725FG093",
          "excerpt": "MICROSOFT POWERBI PRO GCCH 1-YR LICENSE PO# 4522814192"
        },
        {
          "pattern": "licences",
          "award_id": "N6426724FG067",
          "excerpt": "POWERBI SOFTWARE LICENSES PO# 4522583691"
        },
        {
          "pattern": "training",
          "award_id": "19MX5323P1230",
          "excerpt": "MEX-FMC-POWERBI VISUALIZATION TRAINING-2023"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 61,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 61,
        "low": 404.2,
        "p25": 20942.39,
        "median": 39715.03,
        "p75": 67264.92,
        "high": 734755.2,
        "from": "2016-12-14",
        "to": "2026-09-30"
      },
      "clean_count": 61,
      "scope_counts": {
        "bundle": 14,
        "services": 4,
        "support": 5,
        "license": 54,
        "unknown": 32,
        "renewal": 7,
        "training": 21
      },
      "observed_low": 404.2,
      "observed_high": 734755.2,
      "observed_median": 39715.03,
      "observed_total": 4856166.9,
      "award_count": 137,
      "agency_count": 19,
      "date_range": {
        "from": "2016-12-14",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Microsoft Power BI",
      "slug": "power-bi",
      "prose": {
        "answer_lead": "Public agencies have been awarded Microsoft Power BI for as little as $404.20 and as much as $734,755.20. The vendor's list price is $14 per user per month, paid yearly.",
        "renewal_watch": "A renewal for Microsoft Power BI Capacity was awarded for $67,265. A Power BI renewal was also observed for $61,790.91.",
        "faq": [
          {
            "question": "What is the typical cost range for Microsoft Power BI licenses and renewals?",
            "answer": "The typical range for Microsoft Power BI license and renewal awards, based on 61 records, spans from $20,942.39 to $67,264.92, with a median award of $39,715.03.",
            "award_ids": []
          },
          {
            "question": "Are there any contracts that bundle Microsoft Power BI with other products or services?",
            "answer": "Yes, several contracts bundle Microsoft Power BI with other products or services.",
            "award_ids": [
              "70RTAC20FC0000037",
              "19AQMM22F1649",
              "N0003924F7830"
            ]
          },
          {
            "question": "What are some examples of training costs for Microsoft Power BI?",
            "answer": "Training costs for Microsoft Power BI vary. One award for MS-101 Power BI training was $29,735.15.",
            "award_ids": [
              "FA462120C0006",
              "91990422P0001",
              "49100422P9022"
            ]
          },
          {
            "question": "What are some examples of support services for Microsoft Power BI?",
            "answer": "One contract for Microsoft Power BI support was $1,256,528.",
            "award_ids": [
              "15G1AC23P00000062",
              "61320625F0057"
            ]
          },
          {
            "question": "What is the lowest recorded award for Microsoft Power BI licenses?",
            "answer": "The lowest recorded award for Microsoft Power BI licenses was $404.20.",
            "award_ids": [
              "N0002424FG0533"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "For example, one award included Power BI, PowerApps, and Azure consumption.",
            "Another bundled Power BI with Power Automate licenses, and another included Power BI Premium and Teams Premium subscriptions."
          ],
          "rewritten": [
            "Public agencies have been awarded Microsoft Power BI for as little as $404.20 an",
            "Buyers should note that renewal costs for Microsoft Power BI can vary significan",
            "A renewal for Microsoft Power BI Capacity was awarded for $67,265. Another renew",
            "Yes, several contracts bundle Microsoft Power BI with other products or services",
            "Yes, several contracts bundle Microsoft Power BI with other products or services",
            "Training costs for Microsoft Power BI vary. One award for MS-101 Power BI traini",
            "Support services for Microsoft Power BI have been awarded. One contract for Micr",
            "The lowest recorded award for Microsoft Power BI licenses was $404.20, for a VLA"
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 137 public contract awards from 19 awarding agencies.",
          "The figures below are computed from 61 licence and renewal awards; the other 76 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 98.3, and the highest is 1817.8 times the lowest.",
          "52 of 137 awards (38%) come from Department of Defense.",
          "The most frequent recipient across these awards is DELL MARKETING L.P., on 33 awards (24%).",
          "The records span 2016-12-14 to 2026-09-30."
        ],
        "numbers": [
          38,
          24,
          1817.8,
          98.3,
          19,
          52,
          33,
          61,
          76
        ],
        "basis_sentence": "The figures below are computed from 61 licence and renewal awards; the other 76 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 14,
          "services": 4,
          "support": 5,
          "license": 54,
          "unknown": 32,
          "renewal": 7,
          "training": 21
        },
        "agency_names": [
          "Department of Defense",
          "General Services Administration",
          "Department of Homeland Security",
          "Department of State",
          "Department of Justice",
          "Department of the Interior",
          "National Aeronautics and Space Administration",
          "Department of Agriculture",
          "Department of Veterans Affairs",
          "Environmental Protection Agency",
          "Department of the Treasury",
          "Department of Health and Human Services",
          "Department of Transportation",
          "Consumer Product Safety Commission",
          "Department of Education",
          "National Science Foundation",
          "Department of Energy",
          "Consumer Financial Protection Bureau",
          "Peace Corps"
        ],
        "agency_counts": {
          "Environmental Protection Agency": 3,
          "Department of Homeland Security": 13,
          "Department of Defense": 52,
          "Department of the Interior": 6,
          "Department of the Treasury": 3,
          "Department of Education": 1,
          "National Aeronautics and Space Administration": 5,
          "General Services Administration": 14,
          "Department of State": 13,
          "Department of Agriculture": 4,
          "Department of Transportation": 2,
          "National Science Foundation": 1,
          "Department of Justice": 8,
          "Department of Energy": 1,
          "Department of Veterans Affairs": 4,
          "Consumer Financial Protection Bureau": 1,
          "Peace Corps": 1,
          "Department of Health and Human Services": 3,
          "Consumer Product Safety Commission": 2
        },
        "recipient_counts": {
          "INSIGHT PUBLIC SECTOR, INC.": 1,
          "DELL FEDERAL SYSTEMS L.P": 28,
          "TEKSOUTH CORPORATION": 1,
          "MINBURN TECHNOLOGY GROUP, LLC": 19,
          "OM GROUP, INC": 1,
          "PERATON ENTERPRISE SOLUTIONS LLC": 1,
          "DSQUORUM LLC": 1,
          "ARES CORPORATION": 1,
          "DELL MARKETING L.P.": 33,
          "MLINQS, LLC": 1,
          "CDW GOVERNMENT LLC": 2,
          "DH TECHNOLOGIES, INC.": 1,
          "ADAPTAVIST INC.": 1,
          "BLAKE WILLSON GROUP LLC": 1,
          "RELIANT GLOBAL TECHNOLOGY, INC.": 1,
          "CPRIME, INC.": 1,
          "ONLINE CONSULTING, INC": 1,
          "MISCELLANEOUS FOREIGN AWARDEES": 9,
          "COLLECTIV LLC": 1,
          "TETRA TECH, INC.": 1,
          "REGAN TECHNOLOGIES CORP": 1,
          "OSI FEDERAL TECHNOLOGIES INC": 1,
          "SOFTEK SERVICES INC": 1,
          "BETH CREEKMUR": 1,
          "ACUITY - PT&C, LLC": 1,
          "SCIENCE APPLICATIONS INTERNATIONAL CORPORATION": 1,
          "ACCELEBRATE LLC": 1,
          "VTEC MAINE INC": 1,
          "MACRO SOLUTIONS LLC": 1,
          "LEARNING TREE INTERNATIONAL USA INC": 1,
          "MERP SYSTEMS INC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "DELOITTE & TOUCHE LLP": 1,
          "CITIBANK, N.A.": 1,
          "THE AVERY GROUP, LLC": 1,
          "UNITED TRAINING CAREER LLC": 1,
          "METAPHASE CONSULTING LLC": 1,
          "TRUETANDEM, LLC": 2,
          "SARDER, INC": 1,
          "SAPIENT GOVERNMENT SERVICES, INC.": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1,
          "FLATTER, INC": 1,
          "FEDTEC VENTURES LLC": 1,
          "RFK SOLUTIONZ, CORPORATION": 1,
          "DMB-COMPLIANCE LLC": 1,
          "EXCELLA, LLC": 1,
          "SOLUTIONS3 LLC": 1,
          "LANTEC OF LOUISIANA, L.L.C.": 1,
          "INSTITUTO TECNOLOGICO Y DE ESTUDIOS SUPERIORES DE MONTERREY": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "DELL MARKETING L.P.",
        "spread_ratio": 1817.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Microsoft Power BI\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$3.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$6.9M</text><line x1=\"56\" y1=\"214.9\" x2=\"704\" y2=\"214.9\" class=\"pp-median\"/><text x=\"704\" y=\"208.9\" class=\"pp-median-label\" text-anchor=\"end\">median $40k</text><rect x=\"56.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>EPB17H00034 — $6k — Environmental Protection Agency — 2016-12-14</title></rect><rect x=\"61.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD018FC0000099 — $56k — Department of Homeland Security — 2018-06-27</title></rect><rect x=\"65.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA462120C0006 — $30k — Department of Defense — 2019-12-31</title></rect><rect x=\"70.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0420F0233 — $62k — Department of the Interior — 2020-04-01</title></rect><rect x=\"75.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140T0120F0002 — $16k — Department of the Interior — 2020-04-22</title></rect><rect x=\"80.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FC0000054 — $42k — Department of Homeland Security — 2020-06-09</title></rect><rect x=\"84.7\" y=\"191.9\" width=\"4.0\" height=\"24.1\" class=\"pp-bar\"><title>70RTAC20FC0000037 — $865k — Department of Homeland Security — 2020-09-15</title></rect><rect x=\"89.5\" y=\"210.6\" width=\"4.0\" height=\"5.4\" class=\"pp-bar\"><title>2032H521F00272 — $192k — Department of the Treasury — 2021-03-31</title></rect><rect x=\"94.2\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>W9132T21P0033 — $147k — Department of Defense — 2021-06-14</title></rect><rect x=\"98.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA460021F0114 — $5k — Department of Defense — 2021-08-30</title></rect><rect x=\"103.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W50S9722F0001 — $13k — Department of Defense — 2021-10-12</title></rect><rect x=\"108.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>91990422P0001 — $18k — Department of Education — 2021-11-10</title></rect><rect x=\"113.1\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>80HQTR22F0020 — $170k — National Aeronautics and Space Administration — 2021-12-01</title></rect><rect x=\"117.9\" y=\"212.7\" width=\"4.0\" height=\"3.3\" class=\"pp-bar\"><title>70RCSA22FC0000001 — $118k — Department of Homeland Security — 2022-01-01</title></rect><rect x=\"122.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47QFSA22F0043 — $50k — General Services Administration — 2022-01-01</title></rect><rect x=\"127.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA664323F0004 — $51k — Department of Defense — 2022-02-02</title></rect><rect x=\"132.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>2033H622F00068 — $29k — Department of the Treasury — 2022-02-13</title></rect><rect x=\"136.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F0704 — $48k — Department of State — 2022-03-04</title></rect><rect x=\"141.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W56HZV22FL055 — $63k — Department of Defense — 2022-03-08</title></rect><rect x=\"146.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA3022F00000159 — $5k — Department of Homeland Security — 2022-04-01</title></rect><rect x=\"151.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB22F0240 — $31k — Department of Defense — 2022-05-01</title></rect><rect x=\"155.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F1649 — $751 — Department of State — 2022-05-01</title></rect><rect x=\"160.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>123J1922P0019 — $12k — Department of Agriculture — 2022-05-20</title></rect><rect x=\"165.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA877322F0072 — $21k — Department of Defense — 2022-06-01</title></rect><rect x=\"169.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA301622F0299 — $23k — Department of Defense — 2022-06-16</title></rect><rect x=\"174.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA860422FB207 — $21k — Department of Defense — 2022-06-17</title></rect><rect x=\"179.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA440722F0093 — $21k — Department of Defense — 2022-06-22</title></rect><rect x=\"184.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91RUS22F0189 — $21k — Department of Defense — 2022-07-01</title></rect><rect x=\"188.8\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>12C0BA22F0018 — $92k — Department of Agriculture — 2022-07-31</title></rect><rect x=\"193.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140P2122F0125 — $28k — Department of the Interior — 2022-08-01</title></rect><rect x=\"198.3\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>FA301622F0456 — $175k — Department of Defense — 2022-08-29</title></rect><rect x=\"203.0\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>47QFSA22F0126 — $111k — General Services Administration — 2022-09-01</title></rect><rect x=\"207.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6883622F0213 — $51k — Department of Defense — 2022-09-01</title></rect><rect x=\"212.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911N222F0697 — $10k — Department of Defense — 2022-09-01</title></rect><rect x=\"217.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91RUS22F0308 — $42k — Department of Defense — 2022-09-07</title></rect><rect x=\"221.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>69319522F40040N — $26k — Department of Transportation — 2022-09-12</title></rect><rect x=\"226.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>49100422P9022 — $10k — National Science Foundation — 2022-09-12</title></rect><rect x=\"231.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RCSA22FC0000017 — $47k — Department of Homeland Security — 2022-09-12</title></rect><rect x=\"236.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19TH2022P2089 — $14k — Department of State — 2022-09-23</title></rect><rect x=\"240.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>123J1922P0025 — $25k — Department of Agriculture — 2022-09-24</title></rect><rect x=\"245.6\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>15JPSS22F00000827 — $149k — Department of Justice — 2022-09-30</title></rect><rect x=\"250.3\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>47QFSA23F0001 — $275k — General Services Administration — 2022-11-01</title></rect><rect x=\"255.0\" y=\"210.4\" width=\"4.0\" height=\"5.6\" class=\"pp-bar\"><title>68HERC23F0002 — $200k — Environmental Protection Agency — 2022-11-01</title></rect><rect x=\"259.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911N223F0067 — $67k — Department of Defense — 2022-11-01</title></rect><rect x=\"264.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>89503023FWA000101 — $23k — Department of Energy — 2022-11-30</title></rect><rect x=\"269.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314423P0014 — $37k — Department of Agriculture — 2022-12-30</title></rect><rect x=\"273.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140P2123F0019 — $48k — Department of the Interior — 2023-01-19</title></rect><rect x=\"278.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JPSS23F00000134 — $16k — Department of Justice — 2023-02-01</title></rect><rect x=\"283.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91WMC23PV003 — $20k — Department of Defense — 2023-02-07</title></rect><rect x=\"288.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA822423FG648 — $51k — Department of Defense — 2023-02-08</title></rect><rect x=\"292.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W912L723F0010 — $39k — Department of Defense — 2023-04-01</title></rect><rect x=\"297.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W56HZV23FL082 — $40k — Department of Defense — 2023-04-04</title></rect><rect x=\"302.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23PA862 — $16k — National Aeronautics and Space Administration — 2023-04-17</title></rect><rect x=\"307.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91ZLK23F0119 — $22k — Department of Defense — 2023-06-01</title></rect><rect x=\"311.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C26223P1055 — $20k — Department of Veterans Affairs — 2023-06-01</title></rect><rect x=\"316.5\" y=\"145.5\" width=\"4.0\" height=\"70.5\" class=\"pp-bar\"><title>W9123723F0181 — $2.5M — Department of Defense — 2023-06-19</title></rect><rect x=\"321.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23FA739 — $46k — National Aeronautics and Space Administration — 2023-07-01</title></rect><rect x=\"326.0\" y=\"130.0\" width=\"4.0\" height=\"86.0\" class=\"pp-bar\"><title>2031JW23F00101 — $3.1M — Department of the Treasury — 2023-07-19</title></rect><rect x=\"330.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19MX5323P1230 — $478 — Department of State — 2023-07-26</title></rect><rect x=\"335.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91ZLK23P0068 — $66k — Department of Defense — 2023-08-23</title></rect><rect x=\"340.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15M10323FA4700056 — $7k — Department of Justice — 2023-08-28</title></rect><rect x=\"344.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC23F0454 — $73k — Department of Defense — 2023-08-29</title></rect><rect x=\"349.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19M05523P1351 — $15k — Department of State — 2023-09-17</title></rect><rect x=\"354.4\" y=\"205.1\" width=\"4.0\" height=\"10.9\" class=\"pp-bar\"><title>W912ER23F0041 — $392k — Department of Defense — 2023-09-25</title></rect><rect x=\"359.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19MX5323P1747 — $23k — Department of State — 2023-09-25</title></rect><rect x=\"363.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15F06723P0002197 — $15k — Department of Justice — 2023-09-29</title></rect><rect x=\"368.5\" y=\"180.9\" width=\"4.0\" height=\"35.1\" class=\"pp-bar\"><title>15G1AC23P00000062 — $1.3M — Department of Justice — 2023-09-30</title></rect><rect x=\"373.3\" y=\"212.6\" width=\"4.0\" height=\"3.4\" class=\"pp-bar\"><title>15JPSS23F00000944 — $122k — Department of Justice — 2023-09-30</title></rect><rect x=\"378.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA850123F0218 — $7k — Department of Defense — 2023-09-30</title></rect><rect x=\"382.7\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>36C10G23N0122 — $6.9M — Department of Veterans Affairs — 2023-09-30</title></rect><rect x=\"387.5\" y=\"202.0\" width=\"4.0\" height=\"14.0\" class=\"pp-bar\"><title>70Z02324F43000002 — $500k — Department of Homeland Security — 2023-10-26</title></rect><rect x=\"392.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA286024F0004 — $67k — Department of Defense — 2023-11-01</title></rect><rect x=\"396.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA480024F0005 — $62k — Department of Defense — 2023-11-01</title></rect><rect x=\"401.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911N224F0084 — $67k — Department of Defense — 2023-11-01</title></rect><rect x=\"406.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>9531CB24P0009 — $18k — Consumer Financial Protection Bureau — 2023-11-14</title></rect><rect x=\"411.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19TH2024P0597 — $17k — Department of State — 2024-02-07</title></rect><rect x=\"415.8\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>36C24224F0118 — $198k — Department of Veterans Affairs — 2024-03-31</title></rect><rect x=\"420.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD024FC0000006 — $2k — Department of Homeland Security — 2024-04-27</title></rect><rect x=\"425.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140D0424F0479 — $40k — Department of the Interior — 2024-05-01</title></rect><rect x=\"430.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70Z02824FMIAM0007 — $18k — Department of Homeland Security — 2024-05-06</title></rect><rect x=\"434.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018924F0399 — $67k — Department of Defense — 2024-05-22</title></rect><rect x=\"439.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>191N6524P0918 — $10k — Department of State — 2024-06-07</title></rect><rect x=\"444.2\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>692M1524F00121 — $145k — Department of Transportation — 2024-06-24</title></rect><rect x=\"448.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD024FC0000012 — $9k — Department of Homeland Security — 2024-06-27</title></rect><rect x=\"453.7\" y=\"207.9\" width=\"4.0\" height=\"8.1\" class=\"pp-bar\"><title>1145PC24F0558 — $291k — Peace Corps — 2024-07-22</title></rect><rect x=\"458.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75P00124F80106 — $46k — Department of Health and Human Services — 2024-07-30</title></rect><rect x=\"463.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0002424FG0533 — $404 — Department of Defense — 2024-07-30</title></rect><rect x=\"467.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB24F0293 — $17k — Department of Defense — 2024-08-01</title></rect><rect x=\"472.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6426724FG067 — $965 — Department of Defense — 2024-08-21</title></rect><rect x=\"477.3\" y=\"201.4\" width=\"4.0\" height=\"14.6\" class=\"pp-bar\"><title>75D30124F19925 — $522k — Department of Health and Human Services — 2024-08-29</title></rect><rect x=\"482.1\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>N0003924F7830 — $157k — Department of Defense — 2024-09-01</title></rect><rect x=\"486.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA4024F00000413 — $16k — Department of Homeland Security — 2024-09-04</title></rect><rect x=\"491.5\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>15JPSS24F00000781 — $150k — Department of Justice — 2024-09-11</title></rect><rect x=\"496.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19TH2024P2429 — $11k — Department of State — 2024-09-22</title></rect><rect x=\"501.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19MX5324P1586 — $46k — Department of State — 2024-09-27</title></rect><rect x=\"505.7\" y=\"161.2\" width=\"4.0\" height=\"54.8\" class=\"pp-bar\"><title>61320624F2028 — $2.0M — Consumer Product Safety Commission — 2024-09-30</title></rect><rect x=\"510.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19SA7024P1194 — $13k — Department of State — 2024-10-30</title></rect><rect x=\"515.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC25F0030 — $67k — Department of Defense — 2024-11-01</title></rect><rect x=\"519.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911N225F0014 — $67k — Department of Defense — 2024-11-01</title></rect><rect x=\"524.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25F0035 — $32k — Department of State — 2024-11-06</title></rect><rect x=\"529.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>68HERD25F0038 — $20k — Environmental Protection Agency — 2024-12-18</title></rect><rect x=\"534.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140L0625F0043 — $436 — Department of the Interior — 2025-03-20</title></rect><rect x=\"538.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HB000125F0015 — $73k — Department of Defense — 2025-05-01</title></rect><rect x=\"543.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018925F5001 — $67k — Department of Defense — 2025-06-01</title></rect><rect x=\"548.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6426725FG093 — $1k — Department of Defense — 2025-06-25</title></rect><rect x=\"553.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47QFSA25F0037 — $3k — General Services Administration — 2025-07-01</title></rect><rect x=\"557.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HS002125FE068 — $35k — Department of Defense — 2025-07-25</title></rect><rect x=\"562.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD025FC0000011 — $30k — Department of Homeland Security — 2025-07-27</title></rect><rect x=\"567.2\" y=\"195.7\" width=\"4.0\" height=\"20.3\" class=\"pp-bar\"><title>47QFSA25F0056 — $726k — General Services Administration — 2025-09-01</title></rect><rect x=\"571.9\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>47QFSA25F0040 — $184k — General Services Administration — 2025-09-01</title></rect><rect x=\"576.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018925FR149 — $45k — Department of Defense — 2025-09-16</title></rect><rect x=\"581.4\" y=\"209.3\" width=\"4.0\" height=\"6.7\" class=\"pp-bar\"><title>47QFSA25F0066 — $240k — General Services Administration — 2025-09-17</title></rect><rect x=\"586.1\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>70Z02325F000H0001 — $78k — Department of Homeland Security — 2025-09-29</title></rect><rect x=\"590.8\" y=\"170.3\" width=\"4.0\" height=\"45.7\" class=\"pp-bar\"><title>61320625F0057 — $1.6M — Consumer Product Safety Commission — 2025-09-30</title></rect><rect x=\"595.6\" y=\"195.5\" width=\"4.0\" height=\"20.5\" class=\"pp-bar\"><title>W9115125FA164 — $735k — Department of Defense — 2025-09-30</title></rect><rect x=\"600.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80TECH25FA470 — $28k — National Aeronautics and Space Administration — 2025-09-30</title></rect><rect x=\"605.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA302025P0163 — $25k — Department of Defense — 2025-10-01</title></rect><rect x=\"609.8\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>47QFSA26F0002 — $95k — General Services Administration — 2025-11-01</title></rect><rect x=\"614.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W911N225FA143 — $39k — Department of Defense — 2025-11-01</title></rect><rect x=\"619.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HQ003426FE017 — $5k — Department of Defense — 2025-12-08</title></rect><rect x=\"624.0\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>36C24726P0217 — $103k — Department of Veterans Affairs — 2025-12-25</title></rect><rect x=\"628.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC26F0027 — $48k — Department of Defense — 2025-12-31</title></rect><rect x=\"633.4\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>FA877226F0004 — $168k — Department of Defense — 2026-01-01</title></rect><rect x=\"638.1\" y=\"86.7\" width=\"4.0\" height=\"129.3\" class=\"pp-bar\"><title>47QACA26F0071 — $4.6M — General Services Administration — 2026-02-02</title></rect><rect x=\"642.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15F06726F0000346 — $30k — Department of Justice — 2026-03-23</title></rect><rect x=\"647.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA302026P0019 — $8k — Department of Defense — 2026-03-26</title></rect><rect x=\"652.3\" y=\"97.5\" width=\"4.0\" height=\"118.5\" class=\"pp-bar\"><title>N0003926FH001 — $4.2M — Department of Defense — 2026-06-01</title></rect><rect x=\"657.1\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>47QTCF26F0012 — $115k — General Services Administration — 2026-06-01</title></rect><rect x=\"661.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC26FA329 — $64k — Department of Defense — 2026-06-01</title></rect><rect x=\"666.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HB000126F0037 — $58k — Department of Defense — 2026-06-01</title></rect><rect x=\"671.3\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>47QTCF26F0015 — $98k — General Services Administration — 2026-06-15</title></rect><rect x=\"676.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80TECH26FA138 — $28k — National Aeronautics and Space Administration — 2026-06-16</title></rect><rect x=\"680.7\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>47QACA26F0471 — $94k — General Services Administration — 2026-09-25</title></rect><rect x=\"685.4\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>47QACA26F0488 — $90k — General Services Administration — 2026-09-25</title></rect><rect x=\"690.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19MX5326P1644 — $43k — Department of State — 2026-09-28</title></rect><rect x=\"694.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47QACA26F0410 — $4k — General Services Administration — 2026-09-30</title></rect><rect x=\"699.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80413 — $38k — Department of Health and Human Services — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2016-12-14</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (137 awards, obligated)</text></svg>",
      "published_date": "2026-10-02",
      "url": "/power-bi/",
      "changelog": [
        {
          "date": "2026-10-03",
          "note": "Initial publication: 137 awards, $404–$6,879,583."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $6,879,583 -> $734,755"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
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        "quote": "Standard — As low as $99 per month",
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          "excerpt": "ELASTIC SEARCH LICENSE RENEWAL FOR ADD/DDU"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM25F1343",
          "excerpt": "ELASTIC SEARCH LICENSE RENEWAL FOR ADD/DDU"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM26F1115",
          "excerpt": "RENEWAL FOR ELASTIC SEARCH SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "70RDAD18FR0000056",
          "excerpt": "CIO ELASTIC SEARCH LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "49100426F0133",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "training",
          "award_id": "697DCK22F00256",
          "excerpt": "ITAR-22-0628 - BILLABLE NODES FOR A FEDERAL SUBSCRIPTION 64GB ELASTIC SEARCH FEDERAL AND TRAINING."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F00256",
          "excerpt": "ITAR-22-0628 - BILLABLE NODES FOR A FEDERAL SUBSCRIPTION 64GB ELASTIC SEARCH FEDERAL AND TRAINING."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F00256",
          "excerpt": "ITAR-22-0628 - BILLABLE NODES FOR A FEDERAL SUBSCRIPTION 64GB ELASTIC SEARCH FEDERAL AND TRAINING."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00874",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00473",
          "excerpt": "ELASTIC SEARCH RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "89243126FSC400873",
          "excerpt": "ELASTIC ENTERPRISE SEARCH SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "89243123FSC400540",
          "excerpt": "OSTI BUYER: TAMMY PAYNE  ELASTIC ENTERPRISE SEARCH  VENDOR: FEDERAL RESOURCES CORPORATION"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB20F00000448",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1333LB20F00000448",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB24F00000226",
          "excerpt": "ELASTIC STACK SOFTWARE MAINTENANCE SUBSCRIPTION RENEWAL."
        },
        {
          "pattern": "licences",
          "award_id": "1333LB24F00000226",
          "excerpt": "ELASTIC STACK SOFTWARE MAINTENANCE SUBSCRIPTION RENEWAL."
        },
        {
          "pattern": "professional_services",
          "award_id": "FA873023F8523",
          "excerpt": "ELASTIC STACK ENTERPRISE SOFTWARE AND RELATED INCIDENTAL ELASTIC STACK PROFESSIONAL SERVICES FOR AFLCMC/HBC ROGUE BLUE SOFTWARE (RBS), INITIAL BASE DELIVERY ORDER AWARD"
        },
        {
          "pattern": "renewal",
          "award_id": "FA221724FB009",
          "excerpt": "AFLCMC/HBC FISCAL YEAR 2024 (FY24) QUARTER 2 (Q2) RENEWAL OF ELASTIC STACK SOFTWARE"
        },
        {
          "pattern": "support",
          "award_id": "FA460024F0076",
          "excerpt": "FY24-290 FACILITY RELATED ELASTIC STACK SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "1605TB21F00063",
          "excerpt": "ELASTIC STACK SOFTWARE LICENSE AND MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1605TB21F00063",
          "excerpt": "ELASTIC STACK SOFTWARE LICENSE AND MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "licences",
          "award_id": "1605TB21F00063",
          "excerpt": "ELASTIC STACK SOFTWARE LICENSE AND MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1332KP21FNEEG0092",
          "excerpt": "ELASTIC STACK SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1332KP21FNEEG0092",
          "excerpt": "ELASTIC STACK SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1332KP24F0052",
          "excerpt": "ELASTIC STACK SOFTWARE NODES SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1332KP24F0052",
          "excerpt": "ELASTIC STACK SOFTWARE NODES SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LD21FNEEB0006",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION (64GB)"
        },
        {
          "pattern": "licences",
          "award_id": "1333LD21FNEEB0006",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION (64GB)"
        },
        {
          "pattern": "renewal",
          "award_id": "1332KP24F0094",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION FOR OFFICE OF COMMON SERVICES (OCS)"
        },
        {
          "pattern": "licences",
          "award_id": "1332KP24F0094",
          "excerpt": "ELASTIC STACK SOFTWARE SUBSCRIPTION FOR OFFICE OF COMMON SERVICES (OCS)"
        },
        {
          "pattern": "licences",
          "award_id": "FA703722FG039",
          "excerpt": "GPC PURCHASE OF 3 ELASTIC STACK LICENSES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 92,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 92,
        "low": 17549.28,
        "p25": 41387.26,
        "median": 101355.0,
        "p75": 289277.8,
        "high": 15948277.6,
        "from": "2018-01-10",
        "to": "2026-09-30"
      },
      "clean_count": 92,
      "scope_counts": {
        "license": 66,
        "unknown": 30,
        "renewal": 26,
        "support": 5,
        "training": 4,
        "services": 2
      },
      "observed_low": 17549.28,
      "observed_high": 15948277.6,
      "observed_median": 101355.0,
      "observed_total": 56903202.28,
      "award_count": 133,
      "agency_count": 20,
      "date_range": {
        "from": "2018-01-10",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Elastic",
      "slug": "elastic",
      "prose": {
        "answer_lead": "US public agencies have paid as little as $17,549.28 and as much as $15,948,277.60 for Elastic. The vendor, Elastic N.V., lists a starting price of $99 per month.",
        "renewal_watch": "The Department of Commerce renewed an Elasticsearch software subscription for $431,640 in 2018, followed by another renewal for $420,930 in 2019, and a renewal for $1,942,061.31 in 2024. The Department of the Treasury renewed Elastic Search license subscriptions for $132,960 in 2023 and $132,580.80 in 2024, and also had a renewal for extended support services for $315,045 in 2024.",
        "faq": [
          {
            "question": "What is the typical cost range for Elastic licenses and renewals?",
            "answer": "The median award for these types of contracts is $101,355.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond just the software license?",
            "answer": "Contract descriptions indicate additional costs for services, training, and support. For example, one Department of Defense award for $5,437,559.52 included licenses, training, and embedded implementation support.",
            "award_ids": [
              "FA873024FB006",
              "15F06721F0002540"
            ]
          },
          {
            "question": "What is the highest recorded amount paid for Elastic?",
            "answer": "The highest recorded amount paid for Elastic was $15,948,277.60 by the General Services Administration for \"ELASTICSEARCH SAAS.\"",
            "award_ids": [
              "47HAA022F0216"
            ]
          },
          {
            "question": "Have agencies purchased Elastic with training included?",
            "answer": "Yes, some agencies have purchased Elastic with training. For instance, the Department of Defense made an award for $369,400 for \"THE PURCHASE OF ELASTIC SEARCH TRAINING COURSES.\" Another award from the Department of Transportation for $37,400 included \"ELASTIC SEARCH FEDERAL AND TRAINING.\"",
            "award_ids": [
              "W52P1J21P0007",
              "697DCK22F00256"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 92 license and renewal contract awards.",
            "The Department of Defense awarded $17,549.28 for \"ELASTICSEARCH BV BILLABLE NODES FOR A FE\".",
            "empty_faq_answer: What is the lowest recorded amount paid for an Elastic license?"
          ],
          "rewritten": [
            "US public agencies have paid as little as $17,549.28 and as much as $15,948,277.",
            "US public agencies have paid as little as $17,549.28 and as much as $15,948,277.",
            "Buyers should note that renewal costs for Elastic can vary significantly. For in",
            "Based on 92 license and renewal awards, the typical cost for Elastic ranges from",
            "Yes, contract descriptions indicate additional costs for services, training, and",
            "The lowest recorded amount paid for an Elastic license was $17,549.28 by the Dep",
            "The Department of Defense awarded $17,549.28 for \"ELASTICSEARCH BV BILLABLE NODE",
            "The highest recorded amount paid for Elastic was $15,948,277.60 by the General S"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 133 public contract awards from 20 awarding agencies.",
          "The figures below are computed from 92 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.8, and the highest is 908.8 times the lowest.",
          "54 of 133 awards (41%) come from Department of Defense.",
          "The most frequent recipient across these awards is FCN, INC., on 27 awards (20%).",
          "The records span 2018-01-10 to 2026-09-30."
        ],
        "numbers": [
          41,
          20,
          908.8,
          5.8,
          20,
          54,
          27,
          92,
          41
        ],
        "basis_sentence": "The figures below are computed from 92 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 66,
          "unknown": 30,
          "renewal": 26,
          "support": 5,
          "training": 4,
          "services": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Commerce",
          "Department of Transportation",
          "Department of Homeland Security",
          "General Services Administration",
          "Department of Justice",
          "Department of Agriculture",
          "Department of State",
          "Department of the Treasury",
          "Department of Health and Human Services",
          "Office of Personnel Management",
          "National Science Foundation",
          "National Aeronautics and Space Administration",
          "Department of Energy",
          "Department of Veterans Affairs",
          "Smithsonian Institution",
          "National Archives and Records Administration",
          "Department of Labor",
          "Consumer Financial Protection Bureau",
          "Council of the Inspectors General on Integrity and Efficiency"
        ],
        "agency_counts": {
          "Department of Commerce": 13,
          "Department of Homeland Security": 7,
          "Department of Veterans Affairs": 1,
          "Department of State": 5,
          "Department of Defense": 54,
          "Department of Health and Human Services": 4,
          "Smithsonian Institution": 1,
          "General Services Administration": 6,
          "National Archives and Records Administration": 1,
          "Department of Labor": 1,
          "Department of Justice": 6,
          "Department of Transportation": 12,
          "Department of Agriculture": 6,
          "Office of Personnel Management": 3,
          "Department of the Treasury": 5,
          "National Science Foundation": 2,
          "National Aeronautics and Space Administration": 2,
          "Department of Energy": 2,
          "Consumer Financial Protection Bureau": 1,
          "Council of the Inspectors General on Integrity and Efficiency": 1
        },
        "recipient_counts": {
          "INTEGRATION TECHNOLOGIES GROUP, INC.": 10,
          "THUNDERCAT TECHNOLOGY, LLC": 12,
          "FCN, INC.": 27,
          "NEW TECH SOLUTIONS, INC.": 5,
          "FNH, INC": 1,
          "10UP, INC.": 1,
          "NORSEMAN INC": 11,
          "FEARLESS SOLUTIONS, LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "ACCENTURE FEDERAL SERVICES LLC": 2,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 4,
          "SOFTWARE INFORMATION RESOURCE CORP.": 1,
          "PARAGON MICRO INC": 1,
          "EPOCH CONCEPTS LLC": 1,
          "CDW GOVERNMENT LLC": 9,
          "VINSYS INFORMATION TECHNOLOGY, INC.": 1,
          "BLUE TECH INC.": 2,
          "CRITERION SYSTEMS, L.L.C.": 1,
          "ACCESSAGILITY LLC": 1,
          "FEDBIZ IT SOLUTIONS LLC": 2,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "REDHAWK IT SOLUTIONS, LLC": 6,
          "FEDERAL RESOURCES CORPORATION": 5,
          "AURORA SYSTEMS CONSULTING INC": 3,
          "ABBA TECHNOLOGIES, INC.": 1,
          "GOVSMART, INC.": 1,
          "FSR CONSULTING LLC": 1,
          "ALPHASIX, LLC.": 2,
          "SWISH DATA CORPORATION": 2,
          "IT1 SOURCE LLC": 1,
          "V3GATE, LLC": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 2,
          "PERATON ENTERPRISE SOLUTIONS LLC": 2,
          "VPRIME TECH INC": 1,
          "R3 UNIQ INC": 1,
          "SDVO SOLUTIONS, LLC": 1,
          "BLAZAR TECHNOLOGY SOLUTIONS LLC": 2,
          "MICROTECHNOLOGIES LLC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "COLOSSAL CONTRACTING LLC": 1,
          "METGREEN SOLUTIONS INC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "FCN, INC.",
        "spread_ratio": 908.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Elastic\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$8.0M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$15.9M</text><line x1=\"56\" y1=\"214.8\" x2=\"704\" y2=\"214.8\" class=\"pp-median\"/><text x=\"704\" y=\"208.8\" class=\"pp-median-label\" text-anchor=\"end\">median $101k</text><rect x=\"56.4\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>1333BJ18F00283016 — $313k — Department of Commerce — 2018-01-10</title></rect><rect x=\"61.3\" y=\"206.2\" width=\"4.0\" height=\"9.8\" class=\"pp-bar\"><title>70B04C18F00000171 — $813k — Department of Homeland Security — 2018-03-06</title></rect><rect x=\"66.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70RDAD18FR0000056 — $40k — Department of Homeland Security — 2018-07-03</title></rect><rect x=\"71.1\" y=\"210.8\" width=\"4.0\" height=\"5.2\" class=\"pp-bar\"><title>1333LB18F00000155 — $432k — Department of Commerce — 2018-08-17</title></rect><rect x=\"75.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C10A18F0583 — $105k — Department of Veterans Affairs — 2018-09-08</title></rect><rect x=\"80.8\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>1333LB19F00000364 — $421k — Department of Commerce — 2019-07-22</title></rect><rect x=\"85.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM19F4586 — $44k — Department of State — 2019-09-29</title></rect><rect x=\"90.5\" y=\"212.6\" width=\"4.0\" height=\"3.4\" class=\"pp-bar\"><title>HQ003420F0394 — $281k — Department of Defense — 2020-07-09</title></rect><rect x=\"95.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40120F80302 — $149k — Department of Health and Human Services — 2020-07-09</title></rect><rect x=\"100.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>33318220P00445580 — $49k — Smithsonian Institution — 2020-07-09</title></rect><rect x=\"105.2\" y=\"212.4\" width=\"4.0\" height=\"3.6\" class=\"pp-bar\"><title>HC102820F0885 — $297k — Department of Defense — 2020-07-31</title></rect><rect x=\"110.0\" y=\"191.3\" width=\"4.0\" height=\"24.7\" class=\"pp-bar\"><title>1333LB20F00000448 — $2.1M — Department of Commerce — 2020-09-10</title></rect><rect x=\"114.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47HAA020F0181 — $65k — General Services Administration — 2020-09-11</title></rect><rect x=\"119.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70VT1520F00049 — $78k — Department of Homeland Security — 2020-09-14</title></rect><rect x=\"124.6\" y=\"168.0\" width=\"4.0\" height=\"48.0\" class=\"pp-bar\"><title>88310320P00064 — $4.0M — National Archives and Records Administration — 2020-09-30</title></rect><rect x=\"129.5\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>W52P1J21P0007 — $369k — Department of Defense — 2020-12-15</title></rect><rect x=\"134.4\" y=\"206.5\" width=\"4.0\" height=\"9.5\" class=\"pp-bar\"><title>N0018921PZ030 — $788k — Department of Defense — 2020-12-18</title></rect><rect x=\"139.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333LD21FNEEB0006 — $59k — Department of Commerce — 2021-04-26</title></rect><rect x=\"144.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1605TB21F00063 — $110k — Department of Labor — 2021-04-30</title></rect><rect x=\"149.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ21F00000903 — $169k — Department of Justice — 2021-07-01</title></rect><rect x=\"153.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1332KP21FNEEG0092 — $101k — Department of Commerce — 2021-08-18</title></rect><rect x=\"158.8\" y=\"207.4\" width=\"4.0\" height=\"8.6\" class=\"pp-bar\"><title>15F06721F0002540 — $717k — Department of Justice — 2021-09-16</title></rect><rect x=\"163.6\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>N6523622F0023 — $201k — Department of Defense — 2021-11-03</title></rect><rect x=\"168.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0107 — $64k — Department of Defense — 2022-01-05</title></rect><rect x=\"173.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00256 — $37k — Department of Transportation — 2022-01-13</title></rect><rect x=\"178.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00525 — $69k — Department of Transportation — 2022-01-20</title></rect><rect x=\"183.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>47QPCA22F0008 — $191k — General Services Administration — 2022-02-11</title></rect><rect x=\"188.0\" y=\"200.5\" width=\"4.0\" height=\"15.5\" class=\"pp-bar\"><title>N0018922PZ101 — $1.3M — Department of Defense — 2022-02-25</title></rect><rect x=\"192.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70SBUR22F00000062 — $119k — Department of Homeland Security — 2022-03-13</title></rect><rect x=\"197.7\" y=\"138.6\" width=\"4.0\" height=\"77.4\" class=\"pp-bar\"><title>693JJ322F000061 — $6.4M — Department of Transportation — 2022-03-16</title></rect><rect x=\"202.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N4019222F9801 — $59k — Department of Defense — 2022-03-21</title></rect><rect x=\"207.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA877322F0034 — $33k — Department of Defense — 2022-03-22</title></rect><rect x=\"212.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W912J222F0016 — $66k — Department of Defense — 2022-04-22</title></rect><rect x=\"217.2\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>HB000122F1018 — $196k — Department of Defense — 2022-04-29</title></rect><rect x=\"222.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC108422F0131 — $91k — Department of Defense — 2022-05-13</title></rect><rect x=\"227.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314422F0338 — $20k — Department of Agriculture — 2022-05-27</title></rect><rect x=\"231.8\" y=\"206.2\" width=\"4.0\" height=\"9.8\" class=\"pp-bar\"><title>FA852722F0036 — $813k — Department of Defense — 2022-05-30</title></rect><rect x=\"236.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24362522F0062 — $101k — Office of Personnel Management — 2022-06-06</title></rect><rect x=\"241.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0594 — $18k — Department of Defense — 2022-06-15</title></rect><rect x=\"246.5\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>FA701422F0131 — $481k — Department of Defense — 2022-06-20</title></rect><rect x=\"251.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1305L322FNWWY0101 — $78k — Department of Commerce — 2022-06-24</title></rect><rect x=\"256.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20343022F00043 — $119k — Department of the Treasury — 2022-06-27</title></rect><rect x=\"261.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F01488 — $86k — Department of Transportation — 2022-07-26</title></rect><rect x=\"265.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA703722FG039 — $19k — Department of Defense — 2022-08-03</title></rect><rect x=\"270.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>49100422F0125 — $59k — National Science Foundation — 2022-08-05</title></rect><rect x=\"275.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA860422FB293 — $153k — Department of Defense — 2022-08-10</title></rect><rect x=\"280.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0024422F0263 — $105k — Department of Defense — 2022-08-18</title></rect><rect x=\"285.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ22F00001232 — $62k — Department of Justice — 2022-09-26</title></rect><rect x=\"290.3\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>47HAA022F0216 — $15.9M — General Services Administration — 2022-09-30</title></rect><rect x=\"295.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47HAA022F0225 — $65k — General Services Administration — 2022-09-30</title></rect><rect x=\"300.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA239623F0018 — $117k — Department of Defense — 2022-11-02</title></rect><rect x=\"304.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102823F0101 — $42k — Department of Defense — 2022-12-16</title></rect><rect x=\"309.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333BJ23F00015002 — $140k — Department of Commerce — 2023-01-10</title></rect><rect x=\"314.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N90023P00184 — $19k — Department of Health and Human Services — 2023-01-10</title></rect><rect x=\"319.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341223F00022 — $133k — Department of the Treasury — 2023-01-30</title></rect><rect x=\"324.4\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>FA873023F8523 — $531k — Department of Defense — 2023-03-08</title></rect><rect x=\"329.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70B02C23F00000141 — $20k — Department of Homeland Security — 2023-04-17</title></rect><rect x=\"334.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24362523F0057 — $104k — Office of Personnel Management — 2023-05-22</title></rect><rect x=\"339.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23FA416 — $37k — National Aeronautics and Space Administration — 2023-06-10</title></rect><rect x=\"343.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40123F80161 — $52k — Department of Health and Human Services — 2023-06-12</title></rect><rect x=\"348.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>89243123FSC400540 — $28k — Department of Energy — 2023-06-14</title></rect><rect x=\"353.6\" y=\"206.5\" width=\"4.0\" height=\"9.5\" class=\"pp-bar\"><title>FA852723F0046 — $786k — Department of Defense — 2023-06-15</title></rect><rect x=\"358.5\" y=\"210.7\" width=\"4.0\" height=\"5.3\" class=\"pp-bar\"><title>FA701423F0194 — $444k — Department of Defense — 2023-06-20</title></rect><rect x=\"363.4\" y=\"212.8\" width=\"4.0\" height=\"3.2\" class=\"pp-bar\"><title>9531CB25F0065 — $263k — Consumer Financial Protection Bureau — 2023-06-27</title></rect><rect x=\"368.3\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>15DDHQ23F00000733 — $201k — Department of Justice — 2023-07-01</title></rect><rect x=\"373.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314423F0269 — $20k — Department of Agriculture — 2023-07-08</title></rect><rect x=\"378.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314423F0277 — $20k — Department of Agriculture — 2023-07-08</title></rect><rect x=\"382.9\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>HQ003423F0392 — $227k — Department of Defense — 2023-07-09</title></rect><rect x=\"387.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK23F00759 — $38k — Department of Transportation — 2023-07-26</title></rect><rect x=\"392.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9127823F0262 — $72k — Department of Defense — 2023-08-05</title></rect><rect x=\"397.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA860423FB165 — $159k — Department of Defense — 2023-08-14</title></rect><rect x=\"402.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L523FNRMA0557 — $39k — Department of Commerce — 2023-08-31</title></rect><rect x=\"407.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6523623F0729 — $33k — Department of Defense — 2023-09-13</title></rect><rect x=\"412.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>N6230623F0056 — $190k — Department of Defense — 2023-09-17</title></rect><rect x=\"417.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N92A23F10005 — $19k — Department of Health and Human Services — 2023-09-18</title></rect><rect x=\"421.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F2960 — $33k — Department of State — 2023-09-22</title></rect><rect x=\"426.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA877123F0146 — $96k — Department of Defense — 2023-09-29</title></rect><rect x=\"431.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD23FR0000215 — $75k — Department of Homeland Security — 2023-09-30</title></rect><rect x=\"436.5\" y=\"195.1\" width=\"4.0\" height=\"20.9\" class=\"pp-bar\"><title>15F06723F0002092 — $1.7M — Department of Justice — 2023-09-30</title></rect><rect x=\"441.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0081 — $70k — Department of Defense — 2023-12-16</title></rect><rect x=\"446.2\" y=\"150.5\" width=\"4.0\" height=\"65.5\" class=\"pp-bar\"><title>FA873024FB006 — $5.4M — Department of Defense — 2023-12-28</title></rect><rect x=\"451.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0130 — $100k — Department of Defense — 2024-01-09</title></rect><rect x=\"456.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341224F00029 — $133k — Department of the Treasury — 2024-01-30</title></rect><rect x=\"460.8\" y=\"210.8\" width=\"4.0\" height=\"5.2\" class=\"pp-bar\"><title>FA221724FB009 — $428k — Department of Defense — 2024-04-03</title></rect><rect x=\"465.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA877024FB021 — $33k — Department of Defense — 2024-04-30</title></rect><rect x=\"470.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA460024F0037 — $14k — Department of Defense — 2024-05-15</title></rect><rect x=\"475.4\" y=\"187.9\" width=\"4.0\" height=\"28.1\" class=\"pp-bar\"><title>FA852724F0047 — $2.3M — Department of Defense — 2024-05-30</title></rect><rect x=\"480.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6824624P0099 — $71k — Department of Defense — 2024-06-01</title></rect><rect x=\"485.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1332KP24F0052 — $64k — Department of Commerce — 2024-06-01</title></rect><rect x=\"490.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24FA672 — $42k — National Aeronautics and Space Administration — 2024-06-10</title></rect><rect x=\"494.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6874224F1408 — $21k — Department of Defense — 2024-06-18</title></rect><rect x=\"499.8\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>FA701424F0183 — $454k — Department of Defense — 2024-06-20</title></rect><rect x=\"504.7\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>2032H524F00360 — $315k — Department of the Treasury — 2024-06-20</title></rect><rect x=\"509.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00591 — $86k — Department of Transportation — 2024-07-01</title></rect><rect x=\"514.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314424F0250 — $21k — Department of Agriculture — 2024-07-08</title></rect><rect x=\"519.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24322624F0163 — $31k — Office of Personnel Management — 2024-07-24</title></rect><rect x=\"524.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00839 — $42k — Department of Transportation — 2024-08-13</title></rect><rect x=\"529.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1332KP24F0094 — $35k — Department of Commerce — 2024-08-15</title></rect><rect x=\"533.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F1012 — $151k — Department of Defense — 2024-08-22</title></rect><rect x=\"538.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9127824F0150 — $73k — Department of Defense — 2024-08-23</title></rect><rect x=\"543.7\" y=\"192.6\" width=\"4.0\" height=\"23.4\" class=\"pp-bar\"><title>1333LB24F00000226 — $1.9M — Department of Commerce — 2024-08-29</title></rect><rect x=\"548.5\" y=\"138.2\" width=\"4.0\" height=\"77.8\" class=\"pp-bar\"><title>2032H524P00143 — $6.5M — Department of the Treasury — 2024-09-28</title></rect><rect x=\"553.4\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>FA860424FB354 — $175k — Department of Defense — 2024-09-30</title></rect><rect x=\"558.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47HAA024F0148 — $102k — General Services Administration — 2024-09-30</title></rect><rect x=\"563.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>FA460024F0076 — $188k — Department of Defense — 2024-09-30</title></rect><rect x=\"568.0\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>FA830725FB029 — $343k — Department of Defense — 2025-02-06</title></rect><rect x=\"572.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6449825F2002 — $32k — Department of Defense — 2025-05-14</title></rect><rect x=\"577.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>9531BL25P0129 — $45k — Council of the Inspectors General on Integrity and Efficiency — 2025-05-26</title></rect><rect x=\"582.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25F0812 — $13k — Department of State — 2025-06-01</title></rect><rect x=\"587.5\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>FA701425F0209 — $509k — Department of Defense — 2025-06-23</title></rect><rect x=\"592.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6264925FH079 — $55k — Department of Defense — 2025-06-28</title></rect><rect x=\"597.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00686 — $92k — Department of Transportation — 2025-07-29</title></rect><rect x=\"602.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W9127825F0149 — $77k — Department of Defense — 2025-07-31</title></rect><rect x=\"607.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102825F1013 — $158k — Department of Defense — 2025-08-22</title></rect><rect x=\"611.9\" y=\"198.4\" width=\"4.0\" height=\"17.6\" class=\"pp-bar\"><title>47HAA025F0049 — $1.5M — General Services Administration — 2025-08-26</title></rect><rect x=\"616.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00874 — $23k — Department of Transportation — 2025-08-27</title></rect><rect x=\"621.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314425F0315 — $22k — Department of Agriculture — 2025-08-29</title></rect><rect x=\"626.5\" y=\"170.7\" width=\"4.0\" height=\"45.3\" class=\"pp-bar\"><title>70CMSD25FR0000115 — $3.8M — Department of Homeland Security — 2025-09-04</title></rect><rect x=\"631.4\" y=\"188.0\" width=\"4.0\" height=\"28.0\" class=\"pp-bar\"><title>HB000125F0029 — $2.3M — Department of Defense — 2025-09-12</title></rect><rect x=\"636.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25F1343 — $61k — Department of State — 2025-09-15</title></rect><rect x=\"641.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>697DCK25F00830 — $192k — Department of Transportation — 2025-09-22</title></rect><rect x=\"646.0\" y=\"207.5\" width=\"4.0\" height=\"8.5\" class=\"pp-bar\"><title>HB000125F0034 — $708k — Department of Defense — 2025-09-23</title></rect><rect x=\"650.8\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>FA860425FB430 — $191k — Department of Defense — 2025-09-28</title></rect><rect x=\"655.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0053 — $138k — Department of Defense — 2025-12-16</title></rect><rect x=\"660.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0361 — $38k — Department of Defense — 2026-04-28</title></rect><rect x=\"665.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00473 — $21k — Department of Transportation — 2026-05-18</title></rect><rect x=\"670.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L526FNB180079 — $60k — Department of Commerce — 2026-06-01</title></rect><rect x=\"675.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>89243126FSC400873 — $40k — Department of Energy — 2026-06-05</title></rect><rect x=\"680.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314426F0253 — $23k — Department of Agriculture — 2026-07-20</title></rect><rect x=\"684.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>49100426F0133 — $38k — National Science Foundation — 2026-08-05</title></rect><rect x=\"689.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM26F1115 — $52k — Department of State — 2026-08-12</title></rect><rect x=\"694.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ26F00000755 — $51k — Department of Justice — 2026-08-29</title></rect><rect x=\"699.6\" y=\"191.9\" width=\"4.0\" height=\"24.1\" class=\"pp-bar\"><title>693JJ126F00111N — $2.0M — Department of Transportation — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-01-10</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (133 awards, obligated)</text></svg>",
      "published_date": "2026-10-01",
      "url": "/elastic/",
      "changelog": [
        {
          "date": "2026-10-01",
          "note": "Initial publication: 133 awards, $12,540–$15,948,278."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $12,540 -> $17,549"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "alteryx": {
      "product_slug": "alteryx",
      "product_name": "Alteryx",
      "vendor": "Alteryx Inc.",
      "list_price": {
        "value": 250,
        "unit": "USD per user per month (billed annually)",
        "publisher": "Alteryx, Inc.",
        "url": "https://www.alteryx.com/pricing",
        "quote": "Starter Edition — $250 USD — user / month | billed annually",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "HQC00719F0010",
          "recipient": "STERLING COMPUTERS CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2019-08-30",
          "end_date": "2023-08-29",
          "amount": 92732.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ALTERYX DESIGNER TERM SOFTWARE LICENSE AX-100072-OM",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00719F0010_9700_NNG15SC89B_8000"
        },
        {
          "award_id": "1333BJ20F00182004",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2020-09-11",
          "end_date": "2023-09-10",
          "amount": 1882075.01,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ALTERYX SOFTWARE LICENSE AND MAINTENANCE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333BJ20F00182004_1344_NNG15SD42B_8000"
        },
        {
          "award_id": "36C10B21F0052",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2021-02-15",
          "end_date": "2024-02-14",
          "amount": 61434.93,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE REQUIREMENT IS FOR ALTERYX DESIGNER LICENSES AND SUPPORT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B21F0052_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "36C10B21F0178",
          "recipient": "COLOSSAL CONTRACTING LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2021-07-01",
          "end_date": "2022-06-30",
          "amount": 319131.31,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
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          "excerpt": "ALTERYX DESIGNER 2023.1 SOFTWARE AND SERVER LICENSES RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "1333LB24F00000264",
          "excerpt": "ALTERYX DESIGNER 2023.1 SOFTWARE AND SERVER LICENSES RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "20341224F00020",
          "excerpt": "RENEW VARIOUS ALTERYX TOOLS"
        },
        {
          "pattern": "support",
          "award_id": "36C10B21F0178",
          "excerpt": "ALTERYX SOFTWARE LICENSES AND TECHNICAL SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "36C10B21F0178",
          "excerpt": "ALTERYX SOFTWARE LICENSES AND TECHNICAL SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "49100426F0071",
          "excerpt": "ALTERYX LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "697DCK22F00910",
          "excerpt": "ALTERYX SERVER RENEWAL FOR ADO  PREMUIM SUPPORT ENABLEMENT DAYS (BUNDLED) ALTERYX, INC"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F00910",
          "excerpt": "ALTERYX SERVER RENEWAL FOR ADO  PREMUIM SUPPORT ENABLEMENT DAYS (BUNDLED) ALTERYX, INC"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F00910",
          "excerpt": "ALTERYX SERVER RENEWAL FOR ADO  PREMUIM SUPPORT ENABLEMENT DAYS (BUNDLED) ALTERYX, INC"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB22F00000131",
          "excerpt": "ALTERYX SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "HQC00725FE001",
          "excerpt": "ALTERYX DESIGNER TERM SOFTWARE LICENSES SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "HQC00725FE001",
          "excerpt": "ALTERYX DESIGNER TERM SOFTWARE LICENSES SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "12314422F0392",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL (EASD) PERIOD OF PERFORMANCE 08/07/2022 - 08/06/2023"
        },
        {
          "pattern": "training",
          "award_id": "1333LB22F00000177",
          "excerpt": "THE ECONOMIC INDICATOR DIVISION (EID) HAS A NEED TO PURCHASE ALTERYX TRAINING, AN INTELLIGENCE SUITE LICENSE, AND TO RENEW THEIR ANNUAL SOFTWARE MAINTENANCE SUBSCRIPTION FOR ALTERYX DESIGNER SOFTWARE."
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB22F00000177",
          "excerpt": "THE ECONOMIC INDICATOR DIVISION (EID) HAS A NEED TO PURCHASE ALTERYX TRAINING, AN INTELLIGENCE SUITE LICENSE, AND TO RENEW THEIR ANNUAL SOFTWARE MAINTENANCE SUBSCRIPTION FOR ALTERYX DESIGNER SOFTWARE."
        },
        {
          "pattern": "licences",
          "award_id": "1333LB22F00000177",
          "excerpt": "THE ECONOMIC INDICATOR DIVISION (EID) HAS A NEED TO PURCHASE ALTERYX TRAINING, AN INTELLIGENCE SUITE LICENSE, AND TO RENEW THEIR ANNUAL SOFTWARE MAINTENANCE SUBSCRIPTION FOR ALTERYX DESIGNER SOFTWARE."
        },
        {
          "pattern": "licences",
          "award_id": "1333LB23F00000172",
          "excerpt": "ALTERYX DESIGNER LICENSES 09/30/2023 - 09/29/2024"
        },
        {
          "pattern": "renewal",
          "award_id": "12314423F0354",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL (CON-IT/NSOBS) AWARD: 12314422F0392 POP DATES: 8/7/23 - 8/6/24 COR: ANDRE OWENS TECH POC: ANDRE OWENS"
        },
        {
          "pattern": "licences",
          "award_id": "20341222F00053",
          "excerpt": "ALTERYX DESIGNER LICENSES AND  ALTERYX SERVERS."
        },
        {
          "pattern": "renewal",
          "award_id": "12639523F0411",
          "excerpt": "THIS IS A DELIVERY ORDER FOR THE RENEWAL OF THE ALTERYX SOFTWARE LICENSE RENEWAL AS DETAILED IN THE QUOTE 23015763 AND PER THE SCOPE OF WORK IN THE SOLICITATION. FY23-APH-CS-VS-1_ALTERYXRENEWAL - VS-C"
        },
        {
          "pattern": "licences",
          "award_id": "12639523F0411",
          "excerpt": "THIS IS A DELIVERY ORDER FOR THE RENEWAL OF THE ALTERYX SOFTWARE LICENSE RENEWAL AS DETAILED IN THE QUOTE 23015763 AND PER THE SCOPE OF WORK IN THE SOLICITATION. FY23-APH-CS-VS-1_ALTERYXRENEWAL - VS-C"
        },
        {
          "pattern": "renewal",
          "award_id": "49100423F0097",
          "excerpt": "ALTERYX RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "49100424F0105",
          "excerpt": "ALTERYX LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "1333LB23F00000053",
          "excerpt": "ALTERYX SOFTWARE LICENSES 03/31/2023 - 03/30/2024"
        },
        {
          "pattern": "training",
          "award_id": "697DCK23F00463",
          "excerpt": "ITAR-23-1846 LINE 1 SLI 48144 - ADO SOFTWARE & LICENSING (DIR)  $189,187.04 CDWG CONTRACT#  697DCK-22-D-00002 CDWG QUOTE:  ALTERYX -38551660 ALTERYX SERVER RENEWAL FOR ADO  PREMIUM SUPPORT ENABLEMENT "
        },
        {
          "pattern": "support",
          "award_id": "697DCK23F00463",
          "excerpt": "ITAR-23-1846 LINE 1 SLI 48144 - ADO SOFTWARE & LICENSING (DIR)  $189,187.04 CDWG CONTRACT#  697DCK-22-D-00002 CDWG QUOTE:  ALTERYX -38551660 ALTERYX SERVER RENEWAL FOR ADO  PREMIUM SUPPORT ENABLEMENT "
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00463",
          "excerpt": "ITAR-23-1846 LINE 1 SLI 48144 - ADO SOFTWARE & LICENSING (DIR)  $189,187.04 CDWG CONTRACT#  697DCK-22-D-00002 CDWG QUOTE:  ALTERYX -38551660 ALTERYX SERVER RENEWAL FOR ADO  PREMIUM SUPPORT ENABLEMENT "
        },
        {
          "pattern": "renewal",
          "award_id": "49100422F0098",
          "excerpt": "ALTERYX RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F01603",
          "excerpt": "SLI 40904  (25) ALTERYX DESIGNER LICENSE FOR ADO; CLIN ALX300; PART#: AX-100072-20"
        },
        {
          "pattern": "renewal",
          "award_id": "12314424F0406",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL (NSOBS)"
        },
        {
          "pattern": "support",
          "award_id": "W519TC23F0576",
          "excerpt": "THIS TASK ORDER PROCURES ALTERYX DESIGNER AND SERVER LICENSES FOR A 12 MONTH PERIOD IN SUPPORT OF ODCS, G-4."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC23F0576",
          "excerpt": "THIS TASK ORDER PROCURES ALTERYX DESIGNER AND SERVER LICENSES FOR A 12 MONTH PERIOD IN SUPPORT OF ODCS, G-4."
        },
        {
          "pattern": "support",
          "award_id": "FA877024FB023",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF LICENSES."
        },
        {
          "pattern": "licences",
          "award_id": "FA877024FB023",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF LICENSES."
        },
        {
          "pattern": "renewal",
          "award_id": "12314425F0238",
          "excerpt": "SP3 SOFTWARE - ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FA067",
          "excerpt": "ALTERYX TRIFACTA DESIGNER CLOUD SW RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "W9124P22F0780",
          "excerpt": "ALTERYX DESIGNER SOFTWARE RENEWAL AND MAINTENANCE SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "W9124P22F0780",
          "excerpt": "ALTERYX DESIGNER SOFTWARE RENEWAL AND MAINTENANCE SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "140G0322F0143",
          "excerpt": "ALTERYX 2020 SERVER TERM LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "HQC00723F0011",
          "excerpt": "ALTERYX DESIGNER SOFTWARE LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "140R8123F0283",
          "excerpt": "ALTERYX DESIGNER PART # AX-100072-444 (QTY 4) ALTERYX SERVER PART #AX-187274-444 (QTY 1) ALTERYX QUICK START (1 WEEK) ON SITE ALTERYX SERVER INSTALL AND TRAINING (40 HOURS)PART# SIG-AQS (QTY 1)"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB24F00000061",
          "excerpt": "ALTERYX MAINTENANCE 03/31/2024 - 09/29/2024"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00267",
          "excerpt": "ITAR-26-0958 SLI# 58231  ALTERYX DESIGNER AND INTELLIGENCE SUITE RENEWALS FOR AIR."
        },
        {
          "pattern": "licences",
          "award_id": "HQC00719F0010",
          "excerpt": "ALTERYX DESIGNER TERM SOFTWARE LICENSE AX-100072-OM"
        },
        {
          "pattern": "licences",
          "award_id": "140G0322F0015",
          "excerpt": "ALTERYX SERVER TERM LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00294",
          "excerpt": "ITAR-26-0960  SLI # - 58210   REGIS #: 105019136  SOFTWARE - RENEWAL.  ALTERYX DESIGNER & INTELLIGENCE SUITE RENEWAL.    SLI LOCATOR - ALTERYX DESIGNER AND INTEL SUITE RENEWALS FOR AFS_25-0039."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00273",
          "excerpt": "ALTERYX DESIGNER AND ALTERYX SERVER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "M0026423F0117",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SUITE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "M0026423F0117",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SUITE SUBSCRIPTION"
        },
        {
          "pattern": "support",
          "award_id": "FA877025FB024",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF (1) ALTERYX SERVER LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "FA877025FB024",
          "excerpt": "AFLCMC/GBBC HAS A REQUIREMENT FOR ALTERYX SOFTWARE LICENSES TO SUPPORT CON-IT. THE ACTION IS A NEW ORDER AND THE CONTRACT TYPE WILL BE FIRM FIXED PRICE (FFP) FOR PURCHASE OF (1) ALTERYX SERVER LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "1331L524F0231",
          "excerpt": "THIS PR IS TO RENEW EXISTING LICENSES FOR ALTERYX DESIGNER, ALTERYX INTELLIGENCE SUITE, AND ENABLEMENT DAYS FOLLOWING THE END OF THE CURRENT CONTRACT"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F0231",
          "excerpt": "THIS PR IS TO RENEW EXISTING LICENSES FOR ALTERYX DESIGNER, ALTERYX INTELLIGENCE SUITE, AND ENABLEMENT DAYS FOLLOWING THE END OF THE CURRENT CONTRACT"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F0231",
          "excerpt": "THIS PR IS TO RENEW EXISTING LICENSES FOR ALTERYX DESIGNER, ALTERYX INTELLIGENCE SUITE, AND ENABLEMENT DAYS FOLLOWING THE END OF THE CURRENT CONTRACT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00820",
          "excerpt": "ALTERYX DESIGNER RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "140D0424F0917",
          "excerpt": "ONRR ALTERYX STATISTICAL AND ANALYTICAL MODELING SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "HQ003425FE417",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SUITE SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00516",
          "excerpt": "THE RENEWAL OF ALTERYX DESIGNER."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA815",
          "excerpt": "ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00403",
          "excerpt": "ALTERYX DESIGNER AND INTELLIGENCE SOFTWARE RENEWAL  REGIS #91323226  SLI LOCATOR - ALTERYX DESIGNER AND INTEL SUITE RENEWALS FOR AFS_25-0039. ITAR-25-1691  SLI  # - 56785  SOFTWARE"
        },
        {
          "pattern": "support",
          "award_id": "36C10B21F0052",
          "excerpt": "THE REQUIREMENT IS FOR ALTERYX DESIGNER LICENSES AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B21F0052",
          "excerpt": "THE REQUIREMENT IS FOR ALTERYX DESIGNER LICENSES AND SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "W9124P24F0517",
          "excerpt": "THIS REQUIREMENT IS TO PURCHASE 11 CURRENT SOFTWARE LICENSES AND MAINTENANCE SUPPORT FOR THE ALTERYX DESIGNER AX-100072-2"
        },
        {
          "pattern": "renewal",
          "award_id": "W9124P24F0517",
          "excerpt": "THIS REQUIREMENT IS TO PURCHASE 11 CURRENT SOFTWARE LICENSES AND MAINTENANCE SUPPORT FOR THE ALTERYX DESIGNER AX-100072-2"
        },
        {
          "pattern": "licences",
          "award_id": "W9124P24F0517",
          "excerpt": "THIS REQUIREMENT IS TO PURCHASE 11 CURRENT SOFTWARE LICENSES AND MAINTENANCE SUPPORT FOR THE ALTERYX DESIGNER AX-100072-2"
        },
        {
          "pattern": "renewal",
          "award_id": "12639524F0431",
          "excerpt": "4 YEAR TOTAL; ALTERYX SOFTWARE RENEWAL GSA CONTRACT. 03/13/2024 - 03/12/2028"
        },
        {
          "pattern": "licences",
          "award_id": "47QTCB23F0008",
          "excerpt": "3 ALTERYX SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK24F00999",
          "excerpt": "ITAR-24-3904  SLI # - 56222  SOFTWARE- RENEWAL SUBSCRIPTION  -  ALTERYX"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK24F00999",
          "excerpt": "ITAR-24-3904  SLI # - 56222  SOFTWARE- RENEWAL SUBSCRIPTION  -  ALTERYX"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00286",
          "excerpt": "ALTERYX DESIGNER (QTY:8) RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "12314422F0289",
          "excerpt": "ALTERYX 25 LICENSE CO-TERM RENEWALS"
        },
        {
          "pattern": "licences",
          "award_id": "12314422F0289",
          "excerpt": "ALTERYX 25 LICENSE CO-TERM RENEWALS"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00217",
          "excerpt": "PURCHASE OF ALTERYX LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK26F00217",
          "excerpt": "PURCHASE OF ALTERYX LICENSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00444",
          "excerpt": "PURCHASE OF ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00300",
          "excerpt": "THE ANNUAL RENEWAL OF ALTERYX DESIGNER"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00298",
          "excerpt": "THE ANNUAL RENEWAL OF ALTERYX DESIGNER INTELLIGENCE SUITE."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00291",
          "excerpt": "ITAR-25-1386 SLI # - 54125  SOFTWARE - ALTERYX DESIGNER (QTY:5); INTELLIGENCE SUITE (QTY:3) RENEWAL.  SLI LOCATOR - ALTERYX DESIGNER_INTELLIGENCE SUITE RENEWAL_ANGELINA.L.MACK.  REGIS # - 91122644"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00318",
          "excerpt": "ALTERYX DESIGNER LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK24F00006",
          "excerpt": "SOFTWARE - ALTERYX RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00138",
          "excerpt": "ALTERYX DESIGNER (6), SERVER CAPACITY (2). RENEWAL FOR USERS: CARLA CTR DAVIS, FRANCIS W-CTR MUCHIRI, SHAUN D-CTR BARTON, AND MARK E. TROSPER. CO-TERM TO 4/19/2025"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00138",
          "excerpt": "ALTERYX DESIGNER (6), SERVER CAPACITY (2). RENEWAL FOR USERS: CARLA CTR DAVIS, FRANCIS W-CTR MUCHIRI, SHAUN D-CTR BARTON, AND MARK E. TROSPER. CO-TERM TO 4/19/2025"
        },
        {
          "pattern": "licences",
          "award_id": "72067422P00178",
          "excerpt": "PROCUREMENT  OF 5 ALTERYX DESIGNER LICENSES FOR RFMO USERS."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00280",
          "excerpt": "ALTERYX DESIGNER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00264",
          "excerpt": "SLI # - 58154  SLI LOCATOR - ALTERYX DESIGNER INTELLIGENCE SUITE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "191NLE25F0026",
          "excerpt": "NEW DELIVERY ORDER IN THE AMOUNT OF $22,499.97 FOR ALTERYX SOFTWARE WITH A PERFORMANCE PERIOD OF 8/11/25 TO 8/10/26. THIS REQUIREMENT IS IN SUPPORT OF THE INL/IM OFFICE IN WASHINGTON, DC."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00333",
          "excerpt": "RENEWAL OF ALTERYX DESIGNER & INTEL SUITE"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00308",
          "excerpt": "(3) ALTERYX DESIGNER LICENSE AND (3) ALTERYX INTELLIGENCE SUITE"
        },
        {
          "pattern": "renewal",
          "award_id": "75N93022F00250",
          "excerpt": "ALTERYX DESIGNER SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00363",
          "excerpt": "RENEWAL OF ALTERYX DESIGNER"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00323",
          "excerpt": "ALTERYX DESIGNER (QTY:4) RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00151",
          "excerpt": "ALTERYX DESIGNER RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F00099",
          "excerpt": "ITAR-22-0291  SLI 43555  REMEDY WO309951  (4) ALTERYX DESIGNER 2021 SOFTWARE FOR USER: MINDY ROBINSON; CLIN ALX201; PART#: AX-100072-20  /  JUSTIFICATION: ALTERYX HAS UNIQUE CAPABILITIES THAT WILL EFF"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F00099",
          "excerpt": "ITAR-22-0291  SLI 43555  REMEDY WO309951  (4) ALTERYX DESIGNER 2021 SOFTWARE FOR USER: MINDY ROBINSON; CLIN ALX201; PART#: AX-100072-20  /  JUSTIFICATION: ALTERYX HAS UNIQUE CAPABILITIES THAT WILL EFF"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B24F0109",
          "excerpt": "ALTERYX DESIGNER LICENSE SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B24F0109",
          "excerpt": "ALTERYX DESIGNER LICENSE SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00409",
          "excerpt": "ALTERYX SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00295",
          "excerpt": "ITAR-26-0893 SLI# 58267 SOFTWARE PURCHASE: ALTERYX DESIGNER RENEWAL FOR AIT QTY 3 - ALTERYX DESIGNER LIC PART# AX-100072-2 CLIN# ALX201"
        },
        {
          "pattern": "licences",
          "award_id": "12314426F0247",
          "excerpt": "ALTERYX LICENSE UNITED STATES DEPARTMENT OF AGRICULTURE (USDA), MARKETING AND REGULATORY PROGRAMS (MRP)"
        },
        {
          "pattern": "renewal",
          "award_id": "12314425F0312",
          "excerpt": "USDA APHIS ALTERYX DESIGNER ETL SAAS SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "integration",
          "award_id": "12314425F0312",
          "excerpt": "USDA APHIS ALTERYX DESIGNER ETL SAAS SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "12314425F0312",
          "excerpt": "USDA APHIS ALTERYX DESIGNER ETL SAAS SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "12314422F0090",
          "excerpt": "ALTERYX DESIGNER LICENSES PURCHASED AS A PRODUCT."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00437",
          "excerpt": "ALTERYX DESIGNER RENEWALS  QTY 2 - ALTERYX DESIGNER LICENSES; PART# AX-100072-2, CLIN ALX201     ITAR-25-1758  SLI 56805"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00437",
          "excerpt": "ALTERYX DESIGNER RENEWALS  QTY 2 - ALTERYX DESIGNER LICENSES; PART# AX-100072-2, CLIN ALX201     ITAR-25-1758  SLI 56805"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00297",
          "excerpt": "PURCHASE OF ALTERYX DESIGNER LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00297",
          "excerpt": "PURCHASE OF ALTERYX DESIGNER LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75N92024F00101",
          "excerpt": "NIH NHLBI OIM ACQUISITION AND PROPERTY STAFF REQUIRES ALTERYX LICENSES IN ORDER TO COMPLETE DAILY, MONTHLY, AND QUARTERLY METRICS.[24-009969]"
        },
        {
          "pattern": "professional_services",
          "award_id": "AG3144P170186",
          "excerpt": "IGF::OT::IGF ALTERYX CONSULTING"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB22F00000084",
          "excerpt": "ALTERYX SOFTWARE RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 99,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 99,
        "low": 10125.66,
        "p25": 30798.95,
        "median": 86240.0,
        "p75": 206313.88,
        "high": 2661731.63,
        "from": "2019-08-30",
        "to": "2026-09-11"
      },
      "clean_count": 99,
      "scope_counts": {
        "license": 49,
        "renewal": 50,
        "services": 3,
        "support": 3,
        "unknown": 23,
        "bundle": 1,
        "training": 1
      },
      "observed_low": 10125.66,
      "observed_high": 2661731.63,
      "observed_median": 86240.0,
      "observed_total": 22334071.29,
      "award_count": 130,
      "agency_count": 17,
      "date_range": {
        "from": "2019-08-30",
        "to": "2026-09-11"
      },
      "last_verified": "2026-10-05",
      "name": "Alteryx",
      "slug": "alteryx",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Alteryx software and related services with amounts ranging from $10,125.66 to $2,661,731.63. The observed contract amounts are based on 99 license and renewal awards, with each figure traceable to a specific government contract record.",
        "renewal_watch": "Alteryx appears in 130 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $10,182 to $1,882,075, the largest being $1,882,075 to Department of Commerce in 2020. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for Alteryx licenses and renewals?",
            "answer": "Based on 99 license and renewal awards, the typical range for Alteryx contracts falls between $30,798.95 (25th percentile) and $206,313.88 (75th percentile), with a median award of $86,240. The lowest observed award for a license was $10,125.66, and the highest was $2,661,731.63.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that include both Alteryx licenses and maintenance or support?",
            "answer": "Yes, several contracts explicitly include both licenses and maintenance or support. For example, the Department of Commerce awarded $1,882,075.01 for \"ALTERYX SOFTWARE LICENSE AND MAINTENANCE.\"",
            "award_ids": [
              "1333BJ20F00182004",
              "36C10B21F0178",
              "36C10B25F0077"
            ]
          },
          {
            "question": "What is the cost of Alteryx Designer licenses?",
            "answer": "The cost of Alteryx Designer licenses varies.",
            "award_ids": [
              "12314422F0090",
              "697DCK22F00242",
              "697DCK24F00354"
            ]
          },
          {
            "question": "Are there contracts that include Alteryx training or professional services?",
            "answer": "Yes, some contracts include training or professional services.",
            "award_ids": [
              "140R8123F0283",
              "20341222F00056"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The Department of Commerce awarded $254,252.90 for Alteryx software.",
            "The Department of Agriculture awarded $222,407.17 for Alteryx software.",
            "The Department of the Interior had an award for $95,171 for Alteryx software and services.",
            "The Department of the Treasury had an award for $1,070,308.68 for \"IT: ALTERYX SERVER INSTALLATION TASK ORDER.\""
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Alteryx software and related servi",
            "Buyers should note that renewal contract amounts for Alteryx vary significantly.",
            "The Department of Commerce renewed Alteryx software for $254,252.90. The Departm",
            "Yes, several contracts explicitly include both licenses and maintenance or suppo",
            "The cost of Alteryx Designer licenses varies. The Department of Agriculture purc",
            "The cost of Alteryx Designer licenses varies. The Department of Agriculture had ",
            "Yes, some contracts include training or professional services. The Department of",
            "Yes, some contracts include training or professional services. The Department of"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 130 public contract awards from 17 awarding agencies.",
          "The figures below are computed from 99 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 8.5, and the highest is 262.9 times the lowest.",
          "49 of 130 awards (38%) come from Department of Transportation.",
          "The most frequent recipient across these awards is CDW GOVERNMENT LLC, on 38 awards (29%).",
          "The records span 2019-08-30 to 2026-09-11."
        ],
        "numbers": [
          38,
          29,
          262.9,
          8.5,
          17,
          49,
          38,
          99,
          31
        ],
        "basis_sentence": "The figures below are computed from 99 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 49,
          "renewal": 50,
          "services": 3,
          "support": 3,
          "unknown": 23,
          "bundle": 1,
          "training": 1
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Defense",
          "Department of Commerce",
          "Department of the Treasury",
          "Department of Agriculture",
          "Department of the Interior",
          "Department of Veterans Affairs",
          "National Science Foundation",
          "Department of Health and Human Services",
          "National Aeronautics and Space Administration",
          "Securities and Exchange Commission",
          "Equal Employment Opportunity Commission",
          "Department of Homeland Security",
          "Department of Justice",
          "Agency for International Development",
          "General Services Administration",
          "Department of State"
        ],
        "agency_counts": {
          "Department of Defense": 15,
          "Department of Commerce": 11,
          "Department of Veterans Affairs": 5,
          "Department of the Treasury": 11,
          "Securities and Exchange Commission": 2,
          "Department of Homeland Security": 1,
          "Department of Transportation": 49,
          "Department of Agriculture": 11,
          "Department of the Interior": 7,
          "Department of Justice": 1,
          "National Science Foundation": 5,
          "Department of Health and Human Services": 4,
          "Equal Employment Opportunity Commission": 2,
          "Agency for International Development": 1,
          "General Services Administration": 1,
          "National Aeronautics and Space Administration": 3,
          "Department of State": 1
        },
        "recipient_counts": {
          "STERLING COMPUTERS CORPORATION": 1,
          "ARCHITECHTURE SOLUTIONS LLC": 5,
          "COLOSSAL CONTRACTING LLC": 1,
          "FCN, INC.": 6,
          "FEDRESULTS, INC.": 6,
          "CDW GOVERNMENT LLC": 38,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 9,
          "MICROTECHNOLOGIES LLC": 10,
          "NEW TECH SOLUTIONS, INC.": 8,
          "PREMIER FEDERAL, INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 5,
          "COMMUNICATIONS PROFESSIONALS INC.": 1,
          "DELOITTE & TOUCHE LLP": 3,
          "GOVSMART, INC.": 3,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "COUNTERTRADE PRODUCTS, INC.": 3,
          "AURORA SYSTEMS CONSULTING INC": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 3,
          "ACCESSAGILITY LLC": 4,
          "ALXTEL, INC.": 1,
          "GOVERNMENT ACQUISITIONS LLC": 5,
          "ALVAREZ LLC": 2,
          "CYKOR LLC": 4,
          "CARAHSOFT TECHNOLOGY CORP": 4,
          "GREENBRIER GOVERNMENT SOLUTIONS INC": 1,
          "VINSYS INFORMATION TECHNOLOGY, INC.": 1,
          "IT DEVICES ONLINE INC": 1,
          "DH TECHNOLOGIES, INC.": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "CDW GOVERNMENT LLC",
        "spread_ratio": 262.9
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Alteryx\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.3M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.7M</text><line x1=\"56\" y1=\"209.8\" x2=\"704\" y2=\"209.8\" class=\"pp-median\"/><text x=\"704\" y=\"203.8\" class=\"pp-median-label\" text-anchor=\"end\">median $86k</text><rect x=\"56.5\" y=\"209.3\" width=\"4.0\" height=\"6.7\" class=\"pp-bar\"><title>HQC00719F0010 — $93k — Department of Defense — 2019-08-30</title></rect><rect x=\"61.5\" y=\"80.2\" width=\"4.0\" height=\"135.8\" class=\"pp-bar\"><title>1333BJ20F00182004 — $1.9M — Department of Commerce — 2020-09-11</title></rect><rect x=\"66.5\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>36C10B21F0052 — $61k — Department of Veterans Affairs — 2021-02-15</title></rect><rect x=\"71.4\" y=\"193.0\" width=\"4.0\" height=\"23.0\" class=\"pp-bar\"><title>36C10B21F0178 — $319k — Department of Veterans Affairs — 2021-07-01</title></rect><rect x=\"76.4\" y=\"153.6\" width=\"4.0\" height=\"62.4\" class=\"pp-bar\"><title>2031JW21F00110 — $864k — Department of the Treasury — 2021-07-13</title></rect><rect x=\"81.4\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>50310221F0124 — $105k — Securities and Exchange Commission — 2021-08-18</title></rect><rect x=\"86.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA6021C00000006 — $15k — Department of Homeland Security — 2021-09-17</title></rect><rect x=\"91.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00099 — $20k — Department of Transportation — 2021-11-23</title></rect><rect x=\"96.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314422F0090 — $11k — Department of Agriculture — 2021-12-16</title></rect><rect x=\"101.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00242 — $20k — Department of Transportation — 2021-12-29</title></rect><rect x=\"106.3\" y=\"209.5\" width=\"4.0\" height=\"6.5\" class=\"pp-bar\"><title>140G0322F0015 — $90k — Department of the Interior — 2022-01-05</title></rect><rect x=\"111.3\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>15M80022PA3600033 — $35k — Department of Justice — 2022-03-01</title></rect><rect x=\"116.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F00854 — $12k — Department of Transportation — 2022-03-23</title></rect><rect x=\"121.3\" y=\"196.7\" width=\"4.0\" height=\"19.3\" class=\"pp-bar\"><title>697DCK22F00910 — $268k — Department of Transportation — 2022-04-14</title></rect><rect x=\"126.3\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>12314422F0289 — $40k — Department of Agriculture — 2022-05-28</title></rect><rect x=\"131.3\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>N0017322P2010 — $106k — Department of Defense — 2022-06-24</title></rect><rect x=\"136.2\" y=\"197.7\" width=\"4.0\" height=\"18.3\" class=\"pp-bar\"><title>1333LB22F00000131 — $254k — Department of Commerce — 2022-06-29</title></rect><rect x=\"141.2\" y=\"203.1\" width=\"4.0\" height=\"12.9\" class=\"pp-bar\"><title>49100422F0098 — $179k — National Science Foundation — 2022-06-29</title></rect><rect x=\"146.2\" y=\"143.3\" width=\"4.0\" height=\"72.7\" class=\"pp-bar\"><title>36C10B22F0175 — $1.0M — Department of Veterans Affairs — 2022-07-01</title></rect><rect x=\"151.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N93022F00250 — $21k — Department of Health and Human Services — 2022-07-06</title></rect><rect x=\"156.2\" y=\"201.0\" width=\"4.0\" height=\"15.0\" class=\"pp-bar\"><title>20341222F00053 — $208k — Department of the Treasury — 2022-07-13</title></rect><rect x=\"161.2\" y=\"138.8\" width=\"4.0\" height=\"77.2\" class=\"pp-bar\"><title>20341222F00056 — $1.1M — Department of the Treasury — 2022-07-19</title></rect><rect x=\"166.2\" y=\"175.4\" width=\"4.0\" height=\"40.6\" class=\"pp-bar\"><title>50310222F0137 — $563k — Securities and Exchange Commission — 2022-07-26</title></rect><rect x=\"171.1\" y=\"199.5\" width=\"4.0\" height=\"16.5\" class=\"pp-bar\"><title>12314422F0392 — $229k — Department of Agriculture — 2022-08-06</title></rect><rect x=\"176.1\" y=\"209.8\" width=\"4.0\" height=\"6.2\" class=\"pp-bar\"><title>697DCK22F01573 — $87k — Department of Transportation — 2022-08-10</title></rect><rect x=\"181.1\" y=\"206.8\" width=\"4.0\" height=\"9.2\" class=\"pp-bar\"><title>697DCK22F01603 — $127k — Department of Transportation — 2022-08-17</title></rect><rect x=\"186.1\" y=\"208.9\" width=\"4.0\" height=\"7.1\" class=\"pp-bar\"><title>W9124P22F0780 — $98k — Department of Defense — 2022-08-22</title></rect><rect x=\"191.1\" y=\"209.0\" width=\"4.0\" height=\"7.0\" class=\"pp-bar\"><title>140G0322F0143 — $97k — Department of the Interior — 2022-08-26</title></rect><rect x=\"196.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>45310022F0195 — $27k — Equal Employment Opportunity Commission — 2022-08-31</title></rect><rect x=\"201.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>72067422P00178 — $25k — Agency for International Development — 2022-09-01</title></rect><rect x=\"206.0\" y=\"98.5\" width=\"4.0\" height=\"117.5\" class=\"pp-bar\"><title>12314422F0728 — $1.6M — Department of Agriculture — 2022-09-24</title></rect><rect x=\"211.0\" y=\"202.9\" width=\"4.0\" height=\"13.1\" class=\"pp-bar\"><title>HQ003422F0401 — $182k — Department of Defense — 2022-09-25</title></rect><rect x=\"216.0\" y=\"199.7\" width=\"4.0\" height=\"16.3\" class=\"pp-bar\"><title>1333LB22F00000177 — $227k — Department of Commerce — 2022-09-30</title></rect><rect x=\"221.0\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>45310023F0004 — $82k — Equal Employment Opportunity Commission — 2022-11-15</title></rect><rect x=\"226.0\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK23F00121 — $34k — Department of Transportation — 2022-12-08</title></rect><rect x=\"231.0\" y=\"208.0\" width=\"4.0\" height=\"8.0\" class=\"pp-bar\"><title>697DCK23F00157 — $110k — Department of Transportation — 2022-12-19</title></rect><rect x=\"235.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK23F00151 — $20k — Department of Transportation — 2022-12-19</title></rect><rect x=\"240.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341223F00018 — $26k — Department of the Treasury — 2022-12-20</title></rect><rect x=\"245.9\" y=\"181.0\" width=\"4.0\" height=\"35.0\" class=\"pp-bar\"><title>20341223F00021 — $485k — Department of the Treasury — 2023-01-23</title></rect><rect x=\"250.9\" y=\"201.2\" width=\"4.0\" height=\"14.8\" class=\"pp-bar\"><title>12639523F0411 — $205k — Department of Agriculture — 2023-03-28</title></rect><rect x=\"255.9\" y=\"202.3\" width=\"4.0\" height=\"13.7\" class=\"pp-bar\"><title>1333LB23F00000053 — $189k — Department of Commerce — 2023-03-31</title></rect><rect x=\"260.9\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>47QTCB23F0008 — $55k — General Services Administration — 2023-04-06</title></rect><rect x=\"265.8\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>M0026423F0117 — $82k — Department of Defense — 2023-04-10</title></rect><rect x=\"270.8\" y=\"202.4\" width=\"4.0\" height=\"13.6\" class=\"pp-bar\"><title>697DCK23F00463 — $189k — Department of Transportation — 2023-04-27</title></rect><rect x=\"275.8\" y=\"209.9\" width=\"4.0\" height=\"6.1\" class=\"pp-bar\"><title>1331L523F13160317 — $85k — Department of Commerce — 2023-05-27</title></rect><rect x=\"280.8\" y=\"201.4\" width=\"4.0\" height=\"14.6\" class=\"pp-bar\"><title>49100423F0097 — $202k — National Science Foundation — 2023-06-29</title></rect><rect x=\"285.8\" y=\"201.1\" width=\"4.0\" height=\"14.9\" class=\"pp-bar\"><title>N0017323P1851 — $207k — Department of Defense — 2023-06-30</title></rect><rect x=\"290.8\" y=\"206.6\" width=\"4.0\" height=\"9.4\" class=\"pp-bar\"><title>20341223F00065 — $130k — Department of the Treasury — 2023-07-13</title></rect><rect x=\"295.8\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>697DCK23F00820 — $76k — Department of Transportation — 2023-08-04</title></rect><rect x=\"300.7\" y=\"200.0\" width=\"4.0\" height=\"16.0\" class=\"pp-bar\"><title>12314423F0354 — $222k — Department of Agriculture — 2023-08-07</title></rect><rect x=\"305.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N92023F00160 — $10k — Department of Health and Human Services — 2023-08-31</title></rect><rect x=\"310.7\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>1333BJ23F00182005 — $2.7M — Department of Commerce — 2023-09-11</title></rect><rect x=\"315.7\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>140G0323F0152 — $100k — Department of the Interior — 2023-09-12</title></rect><rect x=\"320.7\" y=\"209.0\" width=\"4.0\" height=\"7.0\" class=\"pp-bar\"><title>HQC00723F0011 — $96k — Department of Defense — 2023-09-13</title></rect><rect x=\"325.7\" y=\"209.1\" width=\"4.0\" height=\"6.9\" class=\"pp-bar\"><title>140R8123F0283 — $95k — Department of the Interior — 2023-09-20</title></rect><rect x=\"330.6\" y=\"207.5\" width=\"4.0\" height=\"8.5\" class=\"pp-bar\"><title>W519TC23F0576 — $118k — Department of Defense — 2023-09-27</title></rect><rect x=\"335.6\" y=\"199.8\" width=\"4.0\" height=\"16.2\" class=\"pp-bar\"><title>1333LB23F00000172 — $225k — Department of Commerce — 2023-09-30</title></rect><rect x=\"340.6\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>697DCK24F00006 — $29k — Department of Transportation — 2023-10-23</title></rect><rect x=\"345.6\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>697DCK24F00027 — $52k — Department of Transportation — 2023-11-07</title></rect><rect x=\"350.6\" y=\"208.7\" width=\"4.0\" height=\"7.3\" class=\"pp-bar\"><title>80NSSC24FA067 — $101k — National Aeronautics and Space Administration — 2023-11-15</title></rect><rect x=\"355.6\" y=\"190.1\" width=\"4.0\" height=\"25.9\" class=\"pp-bar\"><title>20341224F00020 — $359k — Department of the Treasury — 2023-12-20</title></rect><rect x=\"360.6\" y=\"176.0\" width=\"4.0\" height=\"40.0\" class=\"pp-bar\"><title>20341224F00024 — $554k — Department of the Treasury — 2024-01-17</title></rect><rect x=\"365.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C10B24F0109 — $20k — Department of Veterans Affairs — 2024-02-15</title></rect><rect x=\"370.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>140G0124F0099 — $24k — Department of the Interior — 2024-02-29</title></rect><rect x=\"375.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00342 — $22k — Department of Transportation — 2024-03-27</title></rect><rect x=\"380.5\" y=\"166.4\" width=\"4.0\" height=\"49.6\" class=\"pp-bar\"><title>697DCK24F00349 — $687k — Department of Transportation — 2024-03-28</title></rect><rect x=\"385.5\" y=\"208.1\" width=\"4.0\" height=\"7.9\" class=\"pp-bar\"><title>75D30124F18754 — $109k — Department of Health and Human Services — 2024-03-29</title></rect><rect x=\"390.5\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>12639524F0431 — $55k — Department of Agriculture — 2024-03-30</title></rect><rect x=\"395.4\" y=\"209.2\" width=\"4.0\" height=\"6.8\" class=\"pp-bar\"><title>1333LB24F00000061 — $95k — Department of Commerce — 2024-03-31</title></rect><rect x=\"400.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK24F00354 — $10k — Department of Transportation — 2024-04-09</title></rect><rect x=\"405.4\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>1331L524F0231 — $76k — Department of Commerce — 2024-05-27</title></rect><rect x=\"410.4\" y=\"201.8\" width=\"4.0\" height=\"14.2\" class=\"pp-bar\"><title>49100424F0105 — $197k — National Science Foundation — 2024-06-29</title></rect><rect x=\"415.4\" y=\"207.4\" width=\"4.0\" height=\"8.6\" class=\"pp-bar\"><title>12314424F0406 — $119k — Department of Agriculture — 2024-08-07</title></rect><rect x=\"420.4\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>FA877024FB023 — $106k — Department of Defense — 2024-08-07</title></rect><rect x=\"425.4\" y=\"209.2\" width=\"4.0\" height=\"6.8\" class=\"pp-bar\"><title>140R8124F0163 — $94k — Department of the Interior — 2024-08-15</title></rect><rect x=\"430.3\" y=\"210.6\" width=\"4.0\" height=\"5.4\" class=\"pp-bar\"><title>140D0424F0917 — $75k — Department of the Interior — 2024-08-15</title></rect><rect x=\"435.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N92024F00101 — $10k — Department of Health and Human Services — 2024-08-31</title></rect><rect x=\"440.3\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>697DCK24F00999 — $52k — Department of Transportation — 2024-09-03</title></rect><rect x=\"445.3\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>W9124P24F0517 — $56k — Department of Defense — 2024-09-09</title></rect><rect x=\"450.3\" y=\"113.9\" width=\"4.0\" height=\"102.1\" class=\"pp-bar\"><title>2031JW24F00134 — $1.4M — Department of the Treasury — 2024-09-30</title></rect><rect x=\"455.3\" y=\"186.5\" width=\"4.0\" height=\"29.5\" class=\"pp-bar\"><title>1333LB24F00000264 — $408k — Department of Commerce — 2024-09-30</title></rect><rect x=\"460.2\" y=\"208.8\" width=\"4.0\" height=\"7.2\" class=\"pp-bar\"><title>80NSSC25PA132 — $100k — National Aeronautics and Space Administration — 2024-11-25</title></rect><rect x=\"465.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00138 — $28k — Department of Transportation — 2024-12-18</title></rect><rect x=\"470.2\" y=\"169.6\" width=\"4.0\" height=\"46.4\" class=\"pp-bar\"><title>20341225F00014 — $643k — Department of the Treasury — 2024-12-20</title></rect><rect x=\"475.2\" y=\"198.6\" width=\"4.0\" height=\"17.4\" class=\"pp-bar\"><title>HQC00725FE001 — $241k — Department of Defense — 2025-03-10</title></rect><rect x=\"480.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00323 — $20k — Department of Transportation — 2025-03-27</title></rect><rect x=\"485.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00308 — $22k — Department of Transportation — 2025-04-01</title></rect><rect x=\"490.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00333 — $22k — Department of Transportation — 2025-04-04</title></rect><rect x=\"495.1\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>697DCK25F00291 — $32k — Department of Transportation — 2025-04-07</title></rect><rect x=\"500.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00297 — $10k — Department of Transportation — 2025-04-07</title></rect><rect x=\"505.1\" y=\"163.0\" width=\"4.0\" height=\"53.0\" class=\"pp-bar\"><title>697DCK25F00329 — $735k — Department of Transportation — 2025-04-18</title></rect><rect x=\"510.1\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>697DCK25F00318 — $29k — Department of Transportation — 2025-04-18</title></rect><rect x=\"515.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00363 — $20k — Department of Transportation — 2025-04-18</title></rect><rect x=\"520.1\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>697DCK25F00300 — $37k — Department of Transportation — 2025-04-22</title></rect><rect x=\"525.0\" y=\"211.2\" width=\"4.0\" height=\"4.8\" class=\"pp-bar\"><title>697DCK25F00403 — $66k — Department of Transportation — 2025-04-25</title></rect><rect x=\"530.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00402 — $11k — Department of Transportation — 2025-04-25</title></rect><rect x=\"535.0\" y=\"208.4\" width=\"4.0\" height=\"7.6\" class=\"pp-bar\"><title>697DCK25F00412 — $106k — Department of Transportation — 2025-05-01</title></rect><rect x=\"540.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00430 — $10k — Department of Transportation — 2025-05-12</title></rect><rect x=\"545.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00437 — $10k — Department of Transportation — 2025-05-13</title></rect><rect x=\"550.0\" y=\"205.1\" width=\"4.0\" height=\"10.9\" class=\"pp-bar\"><title>N0017325P5101 — $152k — Department of Defense — 2025-05-22</title></rect><rect x=\"555.0\" y=\"181.5\" width=\"4.0\" height=\"34.5\" class=\"pp-bar\"><title>693JJ925F00040N — $478k — Department of Transportation — 2025-06-01</title></rect><rect x=\"559.9\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>697DCK25F00516 — $68k — Department of Transportation — 2025-06-16</title></rect><rect x=\"564.9\" y=\"200.0\" width=\"4.0\" height=\"16.0\" class=\"pp-bar\"><title>49100425F0058 — $222k — National Science Foundation — 2025-06-29</title></rect><rect x=\"569.9\" y=\"154.5\" width=\"4.0\" height=\"61.5\" class=\"pp-bar\"><title>36C10B25F0077 — $852k — Department of Veterans Affairs — 2025-07-01</title></rect><rect x=\"574.9\" y=\"208.7\" width=\"4.0\" height=\"7.3\" class=\"pp-bar\"><title>12314425F0238 — $102k — Department of Agriculture — 2025-08-07</title></rect><rect x=\"579.9\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>FA877025FB024 — $80k — Department of Defense — 2025-08-07</title></rect><rect x=\"584.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>191NLE25F0026 — $22k — Department of State — 2025-08-11</title></rect><rect x=\"589.8\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>80NSSC25FA815 — $67k — National Aeronautics and Space Administration — 2025-08-25</title></rect><rect x=\"594.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314425F0312 — $14k — Department of Agriculture — 2025-08-30</title></rect><rect x=\"599.8\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>HQ003425FE417 — $71k — Department of Defense — 2025-09-28</title></rect><rect x=\"604.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT009026FG1010059 — $19k — Department of Defense — 2025-10-01</title></rect><rect x=\"609.8\" y=\"169.7\" width=\"4.0\" height=\"46.3\" class=\"pp-bar\"><title>20341226F00008 — $641k — Department of the Treasury — 2025-12-20</title></rect><rect x=\"614.8\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>697DCK26F00217 — $40k — Department of Transportation — 2026-02-18</title></rect><rect x=\"619.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00264 — $24k — Department of Transportation — 2026-03-02</title></rect><rect x=\"624.7\" y=\"209.2\" width=\"4.0\" height=\"6.8\" class=\"pp-bar\"><title>697DCK26F00267 — $94k — Department of Transportation — 2026-03-03</title></rect><rect x=\"629.7\" y=\"209.8\" width=\"4.0\" height=\"6.2\" class=\"pp-bar\"><title>697DCK26F00273 — $86k — Department of Transportation — 2026-03-05</title></rect><rect x=\"634.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00280 — $24k — Department of Transportation — 2026-03-09</title></rect><rect x=\"639.7\" y=\"209.7\" width=\"4.0\" height=\"6.3\" class=\"pp-bar\"><title>697DCK26F00294 — $87k — Department of Transportation — 2026-03-12</title></rect><rect x=\"644.7\" y=\"212.7\" width=\"4.0\" height=\"3.3\" class=\"pp-bar\"><title>697DCK26F00286 — $45k — Department of Transportation — 2026-03-12</title></rect><rect x=\"649.7\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK26F00298 — $35k — Department of Transportation — 2026-03-12</title></rect><rect x=\"654.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00293 — $24k — Department of Transportation — 2026-03-12</title></rect><rect x=\"659.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00307 — $17k — Department of Transportation — 2026-03-12</title></rect><rect x=\"664.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00295 — $17k — Department of Transportation — 2026-03-12</title></rect><rect x=\"669.6\" y=\"154.5\" width=\"4.0\" height=\"61.5\" class=\"pp-bar\"><title>697DCK26F00383 — $852k — Department of Transportation — 2026-04-09</title></rect><rect x=\"674.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00409 — $17k — Department of Transportation — 2026-04-23</title></rect><rect x=\"679.6\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>697DCK26F00436 — $28k — Department of Transportation — 2026-04-29</title></rect><rect x=\"684.6\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>697DCK26F00444 — $40k — Department of Transportation — 2026-05-06</title></rect><rect x=\"689.5\" y=\"196.1\" width=\"4.0\" height=\"19.9\" class=\"pp-bar\"><title>49100426F0071 — $276k — National Science Foundation — 2026-06-29</title></rect><rect x=\"694.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>12314426F0247 — $15k — Department of Agriculture — 2026-08-30</title></rect><rect x=\"699.5\" y=\"128.5\" width=\"4.0\" height=\"87.5\" class=\"pp-bar\"><title>1333BJ26F00182018 — $1.2M — Department of Commerce — 2026-09-11</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-08-30</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-11</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (130 awards, obligated)</text></svg>",
      "published_date": "2026-09-30",
      "url": "/alteryx/",
      "changelog": [
        {
          "date": "2026-09-30",
          "note": "Initial publication: 130 awards, $10,126–$2,661,732."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "mongodb": {
      "product_slug": "mongodb",
      "product_name": "MongoDB",
      "vendor": "MongoDB Inc.",
      "list_price": {
        "value": 0.08,
        "unit": "USD per hour (Dedicated M10)",
        "publisher": "MongoDB, Inc.",
        "url": "https://www.mongodb.com/pricing",
        "quote": "Dedicated — $0.08/hour",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "HSCETE16J00491",
          "recipient": "GREEN IT SYSTEMS GROUP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2016-09-14",
          "end_date": "2019-09-26",
          "amount": 45435.8,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, AND ANNUAL SUBSCRIPTIONS (SUB-EA)",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE16J00491_7012_HSHQDC12D00023_7001"
        },
        {
          "award_id": "1305L220CNWWX0065",
          "recipient": "BLUE SOURCE GROUP INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "National Oceanic and Atmospheric Administration",
          "action_date": "2020-04-01",
          "end_date": "2023-03-31",
          "amount": 556779.12,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MONGODB SOFTWARE SUPPORT",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1305L220CNWWX0065_1330_-NONE-_-NONE-"
        },
        {
          "award_id": "89233120CNA000156",
          "recipient": "SAITECH INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Energy",
          "sub_agency": "Department of Energy",
          "action_date": "2020-07-01",
          "end_date": "2021-07-01",
          "amount": 37497.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "PURCHASE ORDER FOR ANNUAL RENEWAL MONGO DB ENTERPRISE SUBSCRIPTION",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_89233120CNA000156_8900_-NONE-_-NONE-"
        },
        {
          "award_id": "HC102820F0958",
          "recipient": "BAHFED CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2020-08-14",
          "end_date": "2021-09-17",
          "amount": 92743.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MONGODB, INC TRUSTWAVE SOFTWARE SUPPORT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102820F0958_9700_NNG15SD09B_8000"
        },
        {
          "award_id": "70CMSD21FR0000006",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2021-02-10",
          "end_date": "2025-02-11",
          "amount": 995820.4,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MONGO DB LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CMSD21FR0000006_7012_NNG15SD60B_8000"
        },
        {
          "award_id": "47HAA021F0084",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "General Services Administration",
          "sub_agency": "Office of Administrative Services",
          "action_date": "2021-05-06",
          "end_date": "2022-05-05",
          "amount": 121793.91,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "MONGODB EA SOFTWARE POP 5/6/2021 - 5/5/2022.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47HAA021F0084_4773_NNG15SD60B_8000"
        },
        {
          "award_id": "47HAA021F0131",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "General Services Administration",
          "sub_agency": "Office of Administrative Services",
          "action_date": "2021-07-19",
          "end_date": "2022-07-18",
          "amount": 36256.33,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "MONGODB LICENSE RENEWAL",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47HAA021F0131_4773_NNG15SD60B_8000"
        },
        {
          "award_id": "47HAA022F0136",
          "recipient": "AURORA SYSTEMS CONSULTING INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "General Services Administration",
          "sub_agency": "Office of Administrative Services",
          "action_date": "2021-07-19",
          "end_date": "2022-07-18",
          "amount": 36218.17,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS AWARD IS FOR MONGO DB ENTERPRISE ADVANCED SOFTWARE SUBSCRIPTIONS.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_47HAA022F0136_4773_NNG15SD79B_8000"
        },
        {
          "award_id": "HC102821F1018",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2021-09-13",
          "end_date": "2026-09-17",
          "amount": 568778.02,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102821F1018_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "75N98121F00001",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2021-09-14",
          "end_date": "2022-09-13",
          "amount": 30458.91,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS IS A FIRM-FIXED-PRICE DELIVERY FOR MONGODB ENTERPRISE SOFTWARE FOR THE HHS BUYSMARTER PROGRAM.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N98121F00001_7529_HHSN316201500041W_7529"
        },
        {
          "award_id": "2032H521F00811",
          "recipient": "VETS2 SYNERGY LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2021-09-30",
          "end_date": "2022-09-29",
          "amount": 425474.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
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          "description_excerpt": "CALL ORDER FOR MONGODB - BLANKET PURCHASE AGREEMENT 28321321A00040003",
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          "description_excerpt": "MONGODB ENTERPRISE ADVANCED SOFTWARE LICENSE RENEWAL, PER 256GB OF RAM, U.S. GOVERNMENT SUPPORT, 1-YEAR TERM",
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      "hidden_costs": [
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        {
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        },
        {
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        },
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        },
        {
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        },
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          "excerpt": "MONGODB RENEWAL"
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        },
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          "excerpt": "MONGODB SOFTWARE LICENSES RENEWAL"
        },
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        },
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          "excerpt": "FY23 MONGODB ENTERPRISE SOFTWARE RENEWAL."
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          "excerpt": "VA MONGODB ENTERPRISE LICENSE AGREEMENT. THIS ACTION INCLUDES THE CLAUSE REQUIRED BY EO 14398."
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          "award_id": "FA852726FB026",
          "excerpt": "PURCHASING OF MONGODB SOFTWARE TO SUPPORT THE DCGS PROGRAM FD2399-26-00112."
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          "excerpt": "NON-PERSONAL SERVICES FOR MONGODB SUPPORT RENEWAL"
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          "excerpt": "NON-PERSONAL SERVICES FOR MONGODB SUPPORT RENEWAL"
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          "excerpt": "FY22 MONGODB FOR IT COLLECT SUPPORT"
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          "excerpt": "MONGODB ENTERPRISE ADVANCED LICENSE RENEWAL"
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          "excerpt": "MONGODB ENTERPRISE ADVANCED LICENSE RENEWAL"
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        },
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          "excerpt": "MONGODB ENTERPRISE SERVER ANNUAL SUBSCRIPTION SUPPORT FOR DLA INFORMATION OPERATIONS (J6)"
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          "excerpt": "MONGODB ENTERPRISE SERVER ANNUAL SUBSCRIPTION SUPPORT FOR DLA INFORMATION OPERATIONS (J6)"
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          "excerpt": "HOMELAND SECURITY INVESTIGATIONS, COUNTER THREAT LEAD DEVELOPMENT HAS A REQUIREMENT FOR MONGODB ENTERPRISE ADVANCED LICENSES, INCLUDING SUPPORT WITH SERVICE LEVEL AGREEMENT AND ON-DEMAND TRAINING TO I"
        },
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          "excerpt": "HOMELAND SECURITY INVESTIGATIONS, COUNTER THREAT LEAD DEVELOPMENT HAS A REQUIREMENT FOR MONGODB ENTERPRISE ADVANCED LICENSES, INCLUDING SUPPORT WITH SERVICE LEVEL AGREEMENT AND ON-DEMAND TRAINING TO I"
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          "excerpt": "MONGODB ENTERPRISES LICENSE RENEWAL"
        },
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          "excerpt": "MONGODB ENTERPRISES LICENSE RENEWAL"
        },
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          "excerpt": "MONGODB LICENSES RENEWAL AND SUPPORT"
        },
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          "excerpt": "MONGODB LICENSES RENEWAL AND SUPPORT"
        },
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          "excerpt": "MONGODB LICENSES RENEWAL AND SUPPORT"
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          "excerpt": "PURCHASE OF MONGODB ENTERPRISE ADVANCED - PER 128GB OF RAM - GOVERNMENT SUPPORT TIER II 1-YEAR TERM."
        },
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          "award_id": "697DCK26F00797",
          "excerpt": "ADDING FUNDS NEEDED TO RENEW SERVICE AND SUPPORT LICENSE FOR MONGODB."
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          "excerpt": "ADDING FUNDS NEEDED TO RENEW SERVICE AND SUPPORT LICENSE FOR MONGODB."
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          "excerpt": "ADDING FUNDS NEEDED TO RENEW SERVICE AND SUPPORT LICENSE FOR MONGODB."
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          "excerpt": "MONGODB COTS PRODUCT LICENSE RENEWAL."
        },
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          "award_id": "697DCK25F00791",
          "excerpt": "MONGODB COTS PRODUCT LICENSE RENEWAL."
        },
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          "excerpt": "MONGODB LICENSES AND SUPPORT"
        },
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          "excerpt": "MONGODB LICENSES AND SUPPORT"
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          "excerpt": "MONGODB ENTERPRISE ADVANCED - PER 128GB SOFTWARE LICENSE"
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        {
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          "award_id": "N6600125F0884",
          "excerpt": "MONGODB ENTERPRISE ADVANCED - PER 128GB SOFTWARE LICENSE"
        },
        {
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          "award_id": "75F40124F80168",
          "excerpt": "FDA FOOD TRACEABILITY PRODUCT TRACING SYSTEM MONGODB LICENSE CTP SEARCH APPLICATION"
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          "award_id": "697DCK23F00903",
          "excerpt": "MONGODB SOFTWARE LICENSE RENEWAL MONGODB ENTERPRISE ADVANCED; PRODUCTION; 1HOUR SUPPORT SLA; COMMERCIAL LICENSE; ANNUAL SUBSCRIPTION RAM POOL PER 128GBMONGODB INC - SUB-EA-RAMPOOL128"
        },
        {
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          "award_id": "697DCK23F00903",
          "excerpt": "MONGODB SOFTWARE LICENSE RENEWAL MONGODB ENTERPRISE ADVANCED; PRODUCTION; 1HOUR SUPPORT SLA; COMMERCIAL LICENSE; ANNUAL SUBSCRIPTION RAM POOL PER 128GBMONGODB INC - SUB-EA-RAMPOOL128"
        },
        {
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          "award_id": "697DCK23F00903",
          "excerpt": "MONGODB SOFTWARE LICENSE RENEWAL MONGODB ENTERPRISE ADVANCED; PRODUCTION; 1HOUR SUPPORT SLA; COMMERCIAL LICENSE; ANNUAL SUBSCRIPTION RAM POOL PER 128GBMONGODB INC - SUB-EA-RAMPOOL128"
        },
        {
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          "award_id": "68HE0B24P0663",
          "excerpt": "MONGODB ENTERPRISE ADVANCED RENEWAL - PER 128GB OF RAM"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01725",
          "excerpt": "MONGODB ENTERPRISES SOFTWARE LICENSE RENEWAL"
        },
        {
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          "award_id": "697DCK22F01725",
          "excerpt": "MONGODB ENTERPRISES SOFTWARE LICENSE RENEWAL"
        },
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          "award_id": "12314426F0034",
          "excerpt": "SP3-ARS3401-RENEW MONGODB B8795B HSTXXX0000002166, 2144"
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          "excerpt": "BRAND NAME ONLY: MONGODB ENTERPRISE ADVANCED RENEWAL - PER 128GB OF RAM"
        },
        {
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          "award_id": "HC102825F0664",
          "excerpt": "MONGODB ENTERPRISE ADVANCED SOFTWARE RENEWAL"
        },
        {
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          "award_id": "HT001524K0010",
          "excerpt": "MONGODB V7 EXTENDED SUPPORT."
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          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, AND ANNUAL SUBSCRIPTIONS (SUB-EA)"
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        {
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          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, AND ANNUAL SUBSCRIPTIONS (SUB-EA)"
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          "award_id": "HC102822F0988",
          "excerpt": "DSCA MIRARDO MONGODB SW LICENSE, PROJECT NUMBER 2022-02917"
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        {
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          "award_id": "15F06723F0000467",
          "excerpt": "ITAU/LEEP SOFTWARE RENEWAL OF MONGODB RAM POOL PER 64GB"
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        {
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          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
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        {
          "pattern": "licences",
          "award_id": "697DCK26F00730",
          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
        },
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          "award_id": "697DCK25F00829",
          "excerpt": "MONGODB ENTERPRISE ADVANCED- PER 64 GB OF RAM- US GOVERNMENT SUPPORT."
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        {
          "pattern": "renewal",
          "award_id": "697DCK25F00728",
          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
        },
        {
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          "award_id": "697DCK25F00728",
          "excerpt": "NASQUEST MONGODB SW LICENSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK24F00816",
          "excerpt": "NASQUEST MONGODB RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "47HAA021F0131",
          "excerpt": "MONGODB LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "47HAA021F0131",
          "excerpt": "MONGODB LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80064",
          "excerpt": "TO PURCHASE MONGODB LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00857",
          "excerpt": "MONGODB RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F01518",
          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, 1HR SUPPORT SLA; COMMERICAL LICENSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01518",
          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, 1HR SUPPORT SLA; COMMERICAL LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F01518",
          "excerpt": "MONGODB ENTERPRISE ADVANCED, PRODUCTION, 1HR SUPPORT SLA; COMMERICAL LICENSE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "24362523F0045",
          "excerpt": "MONGODB SUPPORT RENEWAL FY23"
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        {
          "pattern": "renewal",
          "award_id": "24362523F0045",
          "excerpt": "MONGODB SUPPORT RENEWAL FY23"
        },
        {
          "pattern": "renewal",
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          "excerpt": "SP-CIO-50275  MONGODB LICENSE RENEWAL FY22"
        },
        {
          "pattern": "licences",
          "award_id": "24362522F0040",
          "excerpt": "SP-CIO-50275  MONGODB LICENSE RENEWAL FY22"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0086",
          "excerpt": "MONGODB ENTERPRISE SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "N0017326F1806",
          "excerpt": "MONGODB ENTERPRISE ADVANCED - US GOVERNMENT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N6426726F4026",
          "excerpt": "MONGODB LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "70CMSD21FR0000006",
          "excerpt": "MONGO DB LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440722F0067",
          "excerpt": "MONGO DB SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440722F0068",
          "excerpt": "ONE YEAR MONGO DB SOFTWARE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "FA440722F0124",
          "excerpt": "MONGO DB SW RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440724F0024",
          "excerpt": "MONGO DB RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440723F0029",
          "excerpt": "MONGO DB RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "FA860422FB017",
          "excerpt": "MONGO DB LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01517",
          "excerpt": "ENTERPRISE MONGO DB LICENSES RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F01517",
          "excerpt": "ENTERPRISE MONGO DB LICENSES RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0689",
          "excerpt": "MONGO DB SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "89233120CNA000156",
          "excerpt": "PURCHASE ORDER FOR ANNUAL RENEWAL MONGO DB ENTERPRISE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "89233120CNA000156",
          "excerpt": "PURCHASE ORDER FOR ANNUAL RENEWAL MONGO DB ENTERPRISE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "47HAA022F0136",
          "excerpt": "THIS AWARD IS FOR MONGO DB ENTERPRISE ADVANCED SOFTWARE SUBSCRIPTIONS."
        },
        {
          "pattern": "licences",
          "award_id": "47HAA022F0136",
          "excerpt": "THIS AWARD IS FOR MONGO DB ENTERPRISE ADVANCED SOFTWARE SUBSCRIPTIONS."
        },
        {
          "pattern": "renewal",
          "award_id": "W912PX22F0007",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W912PX22F0007",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "W912PX23F0009",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "W912PX23F0009",
          "excerpt": "MONGO DB LICENSE SUBSCRIPTION"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 83,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 83,
        "low": 14240.0,
        "p25": 54008.21,
        "median": 80145.45,
        "p75": 260952.75,
        "high": 2159833.95,
        "from": "2016-09-14",
        "to": "2026-09-30"
      },
      "clean_count": 83,
      "scope_counts": {
        "unknown": 26,
        "license": 43,
        "support": 14,
        "renewal": 40,
        "training": 1
      },
      "observed_low": 14240.0,
      "observed_high": 2159833.95,
      "observed_median": 80145.45,
      "observed_total": 20264232.45,
      "award_count": 124,
      "agency_count": 16,
      "date_range": {
        "from": "2016-09-14",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "MongoDB",
      "slug": "mongodb",
      "prose": {
        "answer_lead": "US public agencies have paid as little as $14,240 for a MongoDB Atlas license and as much as $2,159,833.95 for a MongoDB Enterprise Advanced license.",
        "renewal_watch": "MongoDB appears in 124 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $14,240 to $679,203, the largest being $679,203 to Department of Defense in 2025. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for MongoDB licenses and renewals?",
            "answer": "The typical range for MongoDB licenses and renewals, based on 83 awards, falls between $54,008.21 and $260,952.75. The median award amount for these types of contracts is $80,145.45. The lowest observed award for a license was $14,240, and the highest was $2,159,833.95.",
            "award_ids": [
              "W912PX23F0009",
              "36C10B22F0035"
            ]
          },
          {
            "question": "Are there additional costs beyond just the license for MongoDB?",
            "answer": "Yes, contract records indicate additional costs for support and training. For example, the Department of Commerce paid $556,779.12 for 'MongoDB software support,' and the Department of the Treasury awarded $425,474.05 for 'senior database administrators with MongoDB expertise.' Some awards explicitly bundle licenses with support and training, such as a $311,018.30 award from the Department of Homeland Security for 'MongoDB Enterprise Advanced licenses, including support with a one-hour service level agreement (SLA), and on-demand training.'",
            "award_ids": [
              "1305L220CNWWX0065",
              "2032H521F00811",
              "70CMSD25FR0000014"
            ]
          },
          {
            "question": "What is the cost of MongoDB support?",
            "answer": "Observed costs for MongoDB support vary.",
            "award_ids": [
              "1305L220CNWWX0065",
              "HC102820F0958",
              "HT001524F0101",
              "68HERW26F0155"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from contract awards for MongoDB Atlas and MongoDB Enterprise Advanced.",
            "The Department of Defense renewed a MongoDB Enterprise Advanced license for $158,244.93.",
            "Another renewal for MongoDB Enterprise Software was $202,344.75.",
            "The Department of Homeland Security had a $77,868.63 award for 'MongoDB licenses renewal and support.'"
          ],
          "rewritten": [
            "US public agencies have paid as little as $14,240 and as much as $2,159,833.95 f",
            "US public agencies have paid as little as $14,240 and as much as $2,159,833.95 f",
            "Buyers should note that renewal costs for MongoDB Enterprise Advanced licenses v",
            "The Department of Defense renewed a MongoDB Enterprise Advanced license for $158",
            "Observed costs for MongoDB support vary. The Department of Commerce awarded $556",
            "Observed costs for MongoDB support vary. The Department of Defense had an award "
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 124 public contract awards from 16 awarding agencies.",
          "The figures below are computed from 83 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.6, and the highest is 151.7 times the lowest.",
          "64 of 124 awards (52%) come from Department of Defense.",
          "The most frequent recipient across these awards is GOVSMART, INC., on 15 awards (12%).",
          "The records span 2016-09-14 to 2026-09-30."
        ],
        "numbers": [
          52,
          12,
          151.7,
          5.6,
          16,
          64,
          15,
          83,
          41
        ],
        "basis_sentence": "The figures below are computed from 83 licence and renewal awards; the other 41 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 26,
          "license": 43,
          "support": 14,
          "renewal": 40,
          "training": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Transportation",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Environmental Protection Agency",
          "General Services Administration",
          "Department of Veterans Affairs",
          "Department of Commerce",
          "Department of Justice",
          "Department of Energy",
          "Office of Personnel Management",
          "Department of Agriculture",
          "Department of the Treasury",
          "Department of the Interior",
          "Department of Labor",
          "Social Security Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 8,
          "Department of Commerce": 3,
          "Department of Energy": 2,
          "Department of Defense": 64,
          "General Services Administration": 4,
          "Department of Health and Human Services": 8,
          "Department of the Treasury": 1,
          "Department of Veterans Affairs": 4,
          "Office of Personnel Management": 2,
          "Environmental Protection Agency": 5,
          "Department of the Interior": 1,
          "Department of Transportation": 15,
          "Department of Justice": 3,
          "Department of Labor": 1,
          "Department of Agriculture": 2,
          "Social Security Administration": 1
        },
        "recipient_counts": {
          "GREEN IT SYSTEMS GROUP": 1,
          "BLUE SOURCE GROUP INC": 2,
          "SAITECH INC": 1,
          "BAHFED CORP": 3,
          "ADVANCED COMPUTER CONCEPTS, INC.": 13,
          "AURORA SYSTEMS CONSULTING INC": 4,
          "NEW TECH SOLUTIONS, INC.": 13,
          "VETS2 SYNERGY LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 9,
          "REDHAWK IT SOLUTIONS, LLC": 3,
          "AUGUST SCHELL ENTERPRISES, INC.": 1,
          "FSR CONSULTING LLC": 3,
          "CHEROKEE NATION SYSTEM SOLUTIONS LLC": 1,
          "MICROTECHNOLOGIES LLC": 12,
          "CDW GOVERNMENT LLC": 3,
          "GOVSMART, INC.": 15,
          "WESTWIND TEAM LLP": 1,
          "BLUE TECH INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 1,
          "COLOSSAL CONTRACTING LLC": 5,
          "THUNDERCAT TECHNOLOGY, LLC": 4,
          "NORSEMAN INC": 2,
          "EQUINOXYS INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 2,
          "PARAGON MICRO INC": 2,
          "V3GATE, LLC": 3,
          "VETERAN TECHNOLOGY PARTNERS LLC": 1,
          "FIERCE SOFTWARE CORP": 4,
          "STRATEGIC COMMUNICATIONS LLC": 3,
          "FCN, INC.": 2,
          "EPOCH CONCEPTS LLC": 1,
          "INONDE, LLC": 2,
          "REGENCY CONSULTING INC": 1,
          "VERTOSOFT, LLC": 1,
          "PANAMERICA COMPUTERS, INC.": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "GOVSMART, INC.",
        "spread_ratio": 151.7
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for MongoDB\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.5M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$3.0M</text><line x1=\"56\" y1=\"210.9\" x2=\"704\" y2=\"210.9\" class=\"pp-median\"/><text x=\"704\" y=\"204.9\" class=\"pp-median-label\" text-anchor=\"end\">median $80k</text><rect x=\"56.6\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>HSCETE16J00491 — $45k — Department of Homeland Security — 2016-09-14</title></rect><rect x=\"61.8\" y=\"180.2\" width=\"4.0\" height=\"35.8\" class=\"pp-bar\"><title>1305L220CNWWX0065 — $557k — Department of Commerce — 2020-04-01</title></rect><rect x=\"67.1\" y=\"213.6\" width=\"4.0\" height=\"2.4\" class=\"pp-bar\"><title>89233120CNA000156 — $37k — Department of Energy — 2020-07-01</title></rect><rect x=\"72.3\" y=\"210.0\" width=\"4.0\" height=\"6.0\" class=\"pp-bar\"><title>HC102820F0958 — $93k — Department of Defense — 2020-08-14</title></rect><rect x=\"77.5\" y=\"152.0\" width=\"4.0\" height=\"64.0\" class=\"pp-bar\"><title>70CMSD21FR0000006 — $996k — Department of Homeland Security — 2021-02-10</title></rect><rect x=\"82.7\" y=\"208.2\" width=\"4.0\" height=\"7.8\" class=\"pp-bar\"><title>47HAA021F0084 — $122k — General Services Administration — 2021-05-06</title></rect><rect x=\"88.0\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>47HAA021F0131 — $36k — General Services Administration — 2021-07-19</title></rect><rect x=\"93.2\" y=\"213.7\" width=\"4.0\" height=\"2.3\" class=\"pp-bar\"><title>47HAA022F0136 — $36k — General Services Administration — 2021-07-19</title></rect><rect x=\"98.4\" y=\"179.5\" width=\"4.0\" height=\"36.5\" class=\"pp-bar\"><title>HC102821F1018 — $569k — Department of Defense — 2021-09-13</title></rect><rect x=\"103.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N98121F00001 — $30k — Department of Health and Human Services — 2021-09-14</title></rect><rect x=\"108.9\" y=\"188.7\" width=\"4.0\" height=\"27.3\" class=\"pp-bar\"><title>2032H521F00811 — $425k — Department of the Treasury — 2021-09-30</title></rect><rect x=\"114.1\" y=\"205.8\" width=\"4.0\" height=\"10.2\" class=\"pp-bar\"><title>FA440722F0031 — $158k — Department of Defense — 2021-11-01</title></rect><rect x=\"119.3\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>FA860422FB017 — $100k — Department of Defense — 2021-11-24</title></rect><rect x=\"124.5\" y=\"77.3\" width=\"4.0\" height=\"138.7\" class=\"pp-bar\"><title>36C10B22F0035 — $2.2M — Department of Veterans Affairs — 2021-11-28</title></rect><rect x=\"129.8\" y=\"185.7\" width=\"4.0\" height=\"30.3\" class=\"pp-bar\"><title>FA860422FB056 — $471k — Department of Defense — 2022-01-26</title></rect><rect x=\"135.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0163 — $23k — Department of Defense — 2022-01-31</title></rect><rect x=\"140.2\" y=\"185.7\" width=\"4.0\" height=\"30.3\" class=\"pp-bar\"><title>FA852722F0022 — $473k — Department of Defense — 2022-02-24</title></rect><rect x=\"145.5\" y=\"205.0\" width=\"4.0\" height=\"11.0\" class=\"pp-bar\"><title>47HAA022F0066 — $172k — General Services Administration — 2022-03-31</title></rect><rect x=\"150.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>24362522F0040 — $30k — Office of Personnel Management — 2022-04-11</title></rect><rect x=\"155.9\" y=\"192.9\" width=\"4.0\" height=\"23.1\" class=\"pp-bar\"><title>FA440722F0067 — $360k — Department of Defense — 2022-04-12</title></rect><rect x=\"161.1\" y=\"198.5\" width=\"4.0\" height=\"17.5\" class=\"pp-bar\"><title>FA440722F0068 — $272k — Department of Defense — 2022-04-14</title></rect><rect x=\"166.4\" y=\"209.6\" width=\"4.0\" height=\"6.4\" class=\"pp-bar\"><title>HC102822F0475 — $100k — Department of Defense — 2022-04-29</title></rect><rect x=\"171.6\" y=\"212.4\" width=\"4.0\" height=\"3.6\" class=\"pp-bar\"><title>68HE0B22F0077 — $55k — Environmental Protection Agency — 2022-05-12</title></rect><rect x=\"176.8\" y=\"204.0\" width=\"4.0\" height=\"12.0\" class=\"pp-bar\"><title>140G0122F0247 — $187k — Department of the Interior — 2022-06-27</title></rect><rect x=\"182.0\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>697DCK22F01518 — $34k — Department of Transportation — 2022-08-03</title></rect><rect x=\"187.3\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>697DCK22F01517 — $73k — Department of Transportation — 2022-08-03</title></rect><rect x=\"192.5\" y=\"202.9\" width=\"4.0\" height=\"13.1\" class=\"pp-bar\"><title>FA440722F0124 — $203k — Department of Defense — 2022-08-09</title></rect><rect x=\"197.7\" y=\"213.1\" width=\"4.0\" height=\"2.9\" class=\"pp-bar\"><title>HC102822F0988 — $45k — Department of Defense — 2022-08-18</title></rect><rect x=\"202.9\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>75N98122F00001 — $32k — Department of Health and Human Services — 2022-08-30</title></rect><rect x=\"208.2\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>70CMSD22FR0000147 — $69k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"213.4\" y=\"144.9\" width=\"4.0\" height=\"71.1\" class=\"pp-bar\"><title>HT001522F0153 — $1.1M — Department of Defense — 2022-09-15</title></rect><rect x=\"218.6\" y=\"180.1\" width=\"4.0\" height=\"35.9\" class=\"pp-bar\"><title>15F06722F0001392 — $560k — Department of Justice — 2022-09-17</title></rect><rect x=\"223.8\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>697DCK22F01725 — $59k — Department of Transportation — 2022-09-20</title></rect><rect x=\"229.1\" y=\"163.0\" width=\"4.0\" height=\"53.0\" class=\"pp-bar\"><title>FA440722F0166 — $824k — Department of Defense — 2022-09-30</title></rect><rect x=\"234.3\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>HT001522F0107 — $48k — Department of Defense — 2022-09-30</title></rect><rect x=\"239.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W912PX22F0007 — $15k — Department of Defense — 2022-09-30</title></rect><rect x=\"244.7\" y=\"205.8\" width=\"4.0\" height=\"10.2\" class=\"pp-bar\"><title>FA440723F0029 — $158k — Department of Defense — 2022-10-31</title></rect><rect x=\"250.0\" y=\"203.8\" width=\"4.0\" height=\"12.2\" class=\"pp-bar\"><title>1605TB23F00008 — $190k — Department of Labor — 2022-12-09</title></rect><rect x=\"255.2\" y=\"196.8\" width=\"4.0\" height=\"19.2\" class=\"pp-bar\"><title>FA860423FB101 — $298k — Department of Defense — 2023-01-14</title></rect><rect x=\"260.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102823F0208 — $27k — Department of Defense — 2023-02-16</title></rect><rect x=\"265.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0042123F1827 — $25k — Department of Defense — 2023-03-01</title></rect><rect x=\"270.9\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>75F40123F80064 — $35k — Department of Health and Human Services — 2023-03-17</title></rect><rect x=\"276.1\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>24362523F0045 — $33k — Office of Personnel Management — 2023-03-20</title></rect><rect x=\"281.3\" y=\"175.7\" width=\"4.0\" height=\"40.3\" class=\"pp-bar\"><title>1305M323CNWWX0012 — $627k — Department of Commerce — 2023-04-01</title></rect><rect x=\"286.5\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>FA852723F0036 — $120k — Department of Defense — 2023-04-27</title></rect><rect x=\"291.8\" y=\"209.1\" width=\"4.0\" height=\"6.9\" class=\"pp-bar\"><title>HC102823F0434 — $107k — Department of Defense — 2023-04-27</title></rect><rect x=\"297.0\" y=\"213.2\" width=\"4.0\" height=\"2.8\" class=\"pp-bar\"><title>15F06723F0000467 — $44k — Department of Justice — 2023-05-02</title></rect><rect x=\"302.2\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>N0018923FZ039 — $119k — Department of Defense — 2023-06-03</title></rect><rect x=\"307.5\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>68HE0B23P0458 — $59k — Environmental Protection Agency — 2023-07-24</title></rect><rect x=\"312.7\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>697DCK23F00857 — $34k — Department of Transportation — 2023-08-11</title></rect><rect x=\"317.9\" y=\"127.5\" width=\"4.0\" height=\"88.5\" class=\"pp-bar\"><title>HT001523F0152 — $1.4M — Department of Defense — 2023-08-16</title></rect><rect x=\"323.1\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HC102823F1005 — $54k — Department of Defense — 2023-08-17</title></rect><rect x=\"328.4\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>697DCK23F00903 — $64k — Department of Transportation — 2023-08-22</title></rect><rect x=\"333.6\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK23F00835 — $42k — Department of Transportation — 2023-08-28</title></rect><rect x=\"338.8\" y=\"211.7\" width=\"4.0\" height=\"4.3\" class=\"pp-bar\"><title>HT001523F0154 — $68k — Department of Defense — 2023-08-31</title></rect><rect x=\"344.0\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>70CMSD23FR0000158 — $78k — Department of Homeland Security — 2023-09-01</title></rect><rect x=\"349.3\" y=\"203.0\" width=\"4.0\" height=\"13.0\" class=\"pp-bar\"><title>FA440723F0167 — $202k — Department of Defense — 2023-09-15</title></rect><rect x=\"354.5\" y=\"210.0\" width=\"4.0\" height=\"6.0\" class=\"pp-bar\"><title>75F40123F19023 — $94k — Department of Health and Human Services — 2023-09-18</title></rect><rect x=\"359.7\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>75N98123F00001 — $34k — Department of Health and Human Services — 2023-09-20</title></rect><rect x=\"364.9\" y=\"163.4\" width=\"4.0\" height=\"52.6\" class=\"pp-bar\"><title>FA440723F0181 — $819k — Department of Defense — 2023-09-30</title></rect><rect x=\"370.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W912PX23F0009 — $14k — Department of Defense — 2023-09-30</title></rect><rect x=\"375.4\" y=\"208.0\" width=\"4.0\" height=\"8.0\" class=\"pp-bar\"><title>75F40124F80004 — $125k — Department of Health and Human Services — 2023-10-23</title></rect><rect x=\"380.6\" y=\"204.5\" width=\"4.0\" height=\"11.5\" class=\"pp-bar\"><title>FA440724F0024 — $178k — Department of Defense — 2023-11-14</title></rect><rect x=\"385.8\" y=\"89.0\" width=\"4.0\" height=\"127.0\" class=\"pp-bar\"><title>36C10B24F0039 — $2.0M — Department of Veterans Affairs — 2023-12-27</title></rect><rect x=\"391.1\" y=\"195.2\" width=\"4.0\" height=\"20.8\" class=\"pp-bar\"><title>FA860424FB057 — $324k — Department of Defense — 2024-01-14</title></rect><rect x=\"396.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0086 — $27k — Department of Defense — 2024-01-29</title></rect><rect x=\"401.5\" y=\"208.5\" width=\"4.0\" height=\"7.5\" class=\"pp-bar\"><title>HC102824F0393 — $116k — Department of Defense — 2024-04-01</title></rect><rect x=\"406.7\" y=\"192.8\" width=\"4.0\" height=\"23.2\" class=\"pp-bar\"><title>FA440724F0045 — $361k — Department of Defense — 2024-04-15</title></rect><rect x=\"412.0\" y=\"208.7\" width=\"4.0\" height=\"7.3\" class=\"pp-bar\"><title>FA852724F0022 — $113k — Department of Defense — 2024-04-28</title></rect><rect x=\"417.2\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>75F40124F80168 — $64k — Department of Health and Human Services — 2024-06-17</title></rect><rect x=\"422.4\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>N0018924FZ698 — $119k — Department of Defense — 2024-06-25</title></rect><rect x=\"427.6\" y=\"195.9\" width=\"4.0\" height=\"20.1\" class=\"pp-bar\"><title>HT001524F0101 — $312k — Department of Defense — 2024-06-28</title></rect><rect x=\"432.9\" y=\"211.9\" width=\"4.0\" height=\"4.1\" class=\"pp-bar\"><title>68HE0B24P0663 — $63k — Environmental Protection Agency — 2024-07-31</title></rect><rect x=\"438.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0017424P0176 — $25k — Department of Defense — 2024-08-01</title></rect><rect x=\"443.3\" y=\"211.6\" width=\"4.0\" height=\"4.4\" class=\"pp-bar\"><title>N6600124F0783 — $68k — Department of Defense — 2024-08-06</title></rect><rect x=\"448.5\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK24F00842 — $40k — Department of Transportation — 2024-08-09</title></rect><rect x=\"453.8\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>697DCK24F00816 — $38k — Department of Transportation — 2024-08-15</title></rect><rect x=\"459.0\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HC102824F0689 — $54k — Department of Defense — 2024-08-18</title></rect><rect x=\"464.2\" y=\"211.5\" width=\"4.0\" height=\"4.5\" class=\"pp-bar\"><title>697DCK24F00922 — $69k — Department of Transportation — 2024-08-21</title></rect><rect x=\"469.5\" y=\"168.3\" width=\"4.0\" height=\"47.7\" class=\"pp-bar\"><title>HT001524F0120 — $743k — Department of Defense — 2024-08-26</title></rect><rect x=\"474.7\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>70CMSD24FR0000122 — $80k — Department of Homeland Security — 2024-09-01</title></rect><rect x=\"479.9\" y=\"161.0\" width=\"4.0\" height=\"55.0\" class=\"pp-bar\"><title>15F06724F0001834 — $856k — Department of Justice — 2024-09-16</title></rect><rect x=\"485.1\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>N0018924FZ430 — $119k — Department of Defense — 2024-09-26</title></rect><rect x=\"490.4\" y=\"212.7\" width=\"4.0\" height=\"3.3\" class=\"pp-bar\"><title>HT001524K0010 — $52k — Department of Defense — 2024-09-30</title></rect><rect x=\"495.6\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>HT001524K0021 — $62k — Department of Defense — 2024-09-30</title></rect><rect x=\"500.8\" y=\"212.1\" width=\"4.0\" height=\"3.9\" class=\"pp-bar\"><title>12314425F0033 — $61k — Department of Agriculture — 2024-12-09</title></rect><rect x=\"506.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HC102825F0125 — $27k — Department of Defense — 2025-01-29</title></rect><rect x=\"511.3\" y=\"193.1\" width=\"4.0\" height=\"22.9\" class=\"pp-bar\"><title>FA860425FB084 — $357k — Department of Defense — 2025-02-13</title></rect><rect x=\"516.5\" y=\"196.0\" width=\"4.0\" height=\"20.0\" class=\"pp-bar\"><title>70CMSD25FR0000014 — $311k — Department of Homeland Security — 2025-03-01</title></rect><rect x=\"521.7\" y=\"208.6\" width=\"4.0\" height=\"7.4\" class=\"pp-bar\"><title>HC102825F0285 — $115k — Department of Defense — 2025-04-01</title></rect><rect x=\"526.9\" y=\"172.4\" width=\"4.0\" height=\"43.6\" class=\"pp-bar\"><title>FA440725F0043 — $679k — Department of Defense — 2025-04-14</title></rect><rect x=\"532.2\" y=\"194.5\" width=\"4.0\" height=\"21.5\" class=\"pp-bar\"><title>FA852725FB019 — $335k — Department of Defense — 2025-04-27</title></rect><rect x=\"537.4\" y=\"199.9\" width=\"4.0\" height=\"16.1\" class=\"pp-bar\"><title>N0042125F7068 — $250k — Department of Defense — 2025-05-31</title></rect><rect x=\"542.6\" y=\"209.0\" width=\"4.0\" height=\"7.0\" class=\"pp-bar\"><title>SP470125F0076 — $108k — Department of Defense — 2025-05-31</title></rect><rect x=\"547.8\" y=\"210.3\" width=\"4.0\" height=\"5.7\" class=\"pp-bar\"><title>89233125FNA400682 — $89k — Department of Energy — 2025-07-01</title></rect><rect x=\"553.1\" y=\"198.2\" width=\"4.0\" height=\"17.8\" class=\"pp-bar\"><title>N0018925FZ267 — $277k — Department of Defense — 2025-07-22</title></rect><rect x=\"558.3\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>68HE0P25F0015 — $77k — Environmental Protection Agency — 2025-07-30</title></rect><rect x=\"563.5\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK25F00728 — $41k — Department of Transportation — 2025-08-11</title></rect><rect x=\"568.7\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HC102825F0664 — $54k — Department of Defense — 2025-08-18</title></rect><rect x=\"574.0\" y=\"211.3\" width=\"4.0\" height=\"4.7\" class=\"pp-bar\"><title>697DCK25F00791 — $74k — Department of Transportation — 2025-08-20</title></rect><rect x=\"579.2\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK25F00829 — $41k — Department of Transportation — 2025-08-27</title></rect><rect x=\"584.4\" y=\"211.8\" width=\"4.0\" height=\"4.2\" class=\"pp-bar\"><title>N6600125F0884 — $65k — Department of Defense — 2025-09-11</title></rect><rect x=\"589.6\" y=\"210.7\" width=\"4.0\" height=\"5.3\" class=\"pp-bar\"><title>FA440725S3034 — $82k — Department of Defense — 2025-09-15</title></rect><rect x=\"594.9\" y=\"167.6\" width=\"4.0\" height=\"48.4\" class=\"pp-bar\"><title>HT001525F0072 — $753k — Department of Defense — 2025-09-26</title></rect><rect x=\"600.1\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>HT001525K0103 — $78k — Department of Defense — 2025-09-26</title></rect><rect x=\"605.3\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>HT001525K0075 — $55k — Department of Defense — 2025-09-30</title></rect><rect x=\"610.5\" y=\"212.2\" width=\"4.0\" height=\"3.8\" class=\"pp-bar\"><title>12314426F0034 — $59k — Department of Agriculture — 2025-12-30</title></rect><rect x=\"615.8\" y=\"169.1\" width=\"4.0\" height=\"46.9\" class=\"pp-bar\"><title>36C10B26F0065 — $731k — Department of Veterans Affairs — 2026-02-04</title></rect><rect x=\"621.0\" y=\"193.2\" width=\"4.0\" height=\"22.8\" class=\"pp-bar\"><title>FA860426FB063 — $355k — Department of Defense — 2026-02-12</title></rect><rect x=\"626.2\" y=\"204.3\" width=\"4.0\" height=\"11.7\" class=\"pp-bar\"><title>1305M326F0028 — $182k — Department of Commerce — 2026-04-01</title></rect><rect x=\"631.5\" y=\"206.4\" width=\"4.0\" height=\"9.6\" class=\"pp-bar\"><title>HC102826F0183 — $150k — Department of Defense — 2026-04-01</title></rect><rect x=\"636.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6426726F4026 — $18k — Department of Defense — 2026-04-01</title></rect><rect x=\"641.9\" y=\"204.0\" width=\"4.0\" height=\"12.0\" class=\"pp-bar\"><title>FA852726FB026 — $187k — Department of Defense — 2026-04-30</title></rect><rect x=\"647.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0017326F1806 — $18k — Department of Defense — 2026-05-08</title></rect><rect x=\"652.4\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK26F00575 — $43k — Department of Transportation — 2026-06-25</title></rect><rect x=\"657.6\" y=\"200.7\" width=\"4.0\" height=\"15.3\" class=\"pp-bar\"><title>N0018926FD100 — $239k — Department of Defense — 2026-07-01</title></rect><rect x=\"662.8\" y=\"211.0\" width=\"4.0\" height=\"5.0\" class=\"pp-bar\"><title>68HERW26F0155 — $77k — Environmental Protection Agency — 2026-07-09</title></rect><rect x=\"668.0\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>697DCK26F00730 — $42k — Department of Transportation — 2026-07-22</title></rect><rect x=\"673.3\" y=\"211.1\" width=\"4.0\" height=\"4.9\" class=\"pp-bar\"><title>697DCK26F00797 — $76k — Department of Transportation — 2026-08-05</title></rect><rect x=\"678.5\" y=\"203.1\" width=\"4.0\" height=\"12.9\" class=\"pp-bar\"><title>36C10B26F0283 — $200k — Department of Veterans Affairs — 2026-09-01</title></rect><rect x=\"683.7\" y=\"210.5\" width=\"4.0\" height=\"5.5\" class=\"pp-bar\"><title>70CMSD26FR0000139 — $85k — Department of Homeland Security — 2026-09-15</title></rect><rect x=\"688.9\" y=\"213.3\" width=\"4.0\" height=\"2.7\" class=\"pp-bar\"><title>7571TE26F80283 — $42k — Department of Health and Human Services — 2026-09-15</title></rect><rect x=\"694.2\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>28321326FA0010219 — $3.0M — Social Security Administration — 2026-09-24</title></rect><rect x=\"699.4\" y=\"208.3\" width=\"4.0\" height=\"7.7\" class=\"pp-bar\"><title>70Z04326FSMTC0008 — $119k — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2016-09-14</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (124 awards, obligated)</text></svg>",
      "published_date": "2026-09-28",
      "url": "/mongodb/",
      "changelog": [
        {
          "date": "2026-09-29",
          "note": "Initial publication: 124 awards, $14,240–$2,989,473."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $2,989,473 -> $2,159,834"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "sas": {
      "product_slug": "sas",
      "product_name": "SAS",
      "vendor": "SAS Institute Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "HSCETE15F00059",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2015-08-05",
          "end_date": "2016-08-14",
          "amount": 16863.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "THREE (3) SAS ANALYTICS PRO",
          "psc_code": "7042",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE15F00059_7012_GS35F0170K_4730"
        },
        {
          "award_id": "HSCETE17F00037",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2017-08-15",
          "end_date": "2020-08-14",
          "amount": 17632.0,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 5877.33,
            "unit": "user",
            "quantity": 3.0,
            "basis": "$17,632.00 ÷ 3 users = $5,877.33 per user"
          },
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "LICENSE RENEWAL FOR SAS ANALYTICS PRO FOR 3 USERS-PC",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSCETE17F00037_7012_GS35F0170K_4730"
        },
        {
          "award_id": "70CTD018FR0000120",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2018-06-12",
          "end_date": "2023-06-29",
          "amount": 87046.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "FOR IHSC, TO PROCURE FIVE (5) NEW SAS INSTITUTE ANALYTICS PRO 9.3 SOFTWARE LICENSES. LICIENSES WILL BE USED TO UPDATE CURRENT/NEW EMPLOYEES WITH OUTDATED/MISSING SOFTWARE AND NO WARRANTY. THE IT SERVICE REQUEST APPROVAL REQ IS REQ0055730.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD018FR0000120_7012_47QTCA18D0081_4732"
        },
        {
          "award_id": "75F40119F80041",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2019-05-08",
          "end_date": "2020-05-14",
          "amount": 1228134.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "THE PURPOSE OF THIS BILATERAL ORDER IS FOR SAS VIYA ADVANCED INFORMATICS AND ANALYTICS CLOUD TOOLS FOR FDA STAFF. THE PERIOD OF PERFORMANCE FOR THIS ORDER WILL BE FROM 05/15/2019 TO 05/17/2020 WITH 4 ADDITIONAL OPTION YEARS.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40119F80041_7524_47QTCA18D0081_4732"
        },
        {
          "award_id": "89603019F0070",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Energy",
          "sub_agency": "Federal Energy Regulatory Commission",
          "action_date": "2019-09-30",
          "end_date": "2020-09-29",
          "amount": 377771.54,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "SAS VIYA TEST AND DEVELOPMENT ENVIRONMENT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_89603019F0070_8960_47QTCA18D0081_4732"
        },
        {
          "award_id": "15JA0519F00000387",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Justice",
          "sub_agency": "Offices, Boards and Divisions",
          "action_date": "2019-09-30",
          "end_date": "2023-09-29",
          "amount": 125037.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAS ANALYTICS PRO SOFTWARE ANNUAL SUPPORT",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15JA0519F00000387_1501_47QTCA18D0081_4732"
        },
        {
          "award_id": "HT001520F0011",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2020-01-14",
          "end_date": "2024-01-14",
          "amount": 39176.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SAS ANALYTICS SOFTWARE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001520F0011_9700_47QTCA18D0081_4732"
        },
        {
          "award_id": "70T01020P3NHRM044",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2020-03-30",
          "end_date": "2021-03-14",
          "amount": 12242.0,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 3060.5,
            "unit": "user",
            "quantity": 4.0,
            "basis": "$12,242.00 ÷ 4 users = $3,060.50 per user per year"
          },
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "PROCUREMENT OF ANNUAL MAINTENANCE FOR SITE ID# 882091, SAS BRAND SOFTWARE APPLICATION, SAS ANALYTICS PRO, SAS/ACCESS TO PCFF, AND SAS/ACCESS TO ORACLE FOR 4 USERS.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70T01020P3NHRM044_7013_-NONE-_-NONE-"
        },
        {
          "award_id": "N6426720F0099",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.88,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2020-05-21",
          "end_date": "2025-03-30",
          "amount": 104576.88,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAS ANALYTICS PRO FOR 14PC",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6426720F0099_9700_47QTCA18D0081_4732"
        },
        {
          "award_id": "1232SA20F0182",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": "SAS Institute Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Agriculture",
          "sub_agency": "Agricultural Research Service",
          "action_date": "2020-09-11",
          "end_date": "2024-10-30",
          "amount": 5338670.3,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SAS VIYA SOFTWARE LICENSES",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1232SA20F0182_12H2_47QTCA18D0081_4732"
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        {
          "pattern": "renewal",
          "award_id": "80NSSC22F0120",
          "excerpt": "SAS ANALYTICS RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HSCETE17F00037",
          "excerpt": "LICENSE RENEWAL FOR SAS ANALYTICS PRO FOR 3 USERS-PC"
        },
        {
          "pattern": "licences",
          "award_id": "HSCETE17F00037",
          "excerpt": "LICENSE RENEWAL FOR SAS ANALYTICS PRO FOR 3 USERS-PC"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC23FA755",
          "excerpt": "SAS ANALYTICS PRO, ENTERPRISE MINER & TEXT MINER RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "W91CRB25F0103",
          "excerpt": "SAS ANALYTICS PRO SQL ANNUAL MANTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22FA744",
          "excerpt": "SAS ANALYTICS, ENTERPRISE MINER AND TEXT MINER ANNUAL MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "W9124J22F0094",
          "excerpt": "SAS ANALYTICS PRO LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "91990422P0018",
          "excerpt": "SAS ANALYTICS PRO RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "70FA3026F00000154",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE SUPPORT AND MAINTENANCE FOR FIVE (5) USERS OF STATISTICAL ANALYSIS SYSTEMS (SAS) ANALYTICS PRO AND STATISTICAL ANALYSIS SYSTEMS (SAS) ACCESS TO PERSONAL CO"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA3026F00000154",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE SUPPORT AND MAINTENANCE FOR FIVE (5) USERS OF STATISTICAL ANALYSIS SYSTEMS (SAS) ANALYTICS PRO AND STATISTICAL ANALYSIS SYSTEMS (SAS) ACCESS TO PERSONAL CO"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3026F00000154",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE SUPPORT AND MAINTENANCE FOR FIVE (5) USERS OF STATISTICAL ANALYSIS SYSTEMS (SAS) ANALYTICS PRO AND STATISTICAL ANALYSIS SYSTEMS (SAS) ACCESS TO PERSONAL CO"
        },
        {
          "pattern": "renewal",
          "award_id": "70FB8025F00000062",
          "excerpt": "MAINTENANCE FOR STATISTICAL ANALYSIS SOFTWARE (SAS) ANALYTICS PRO FOR 5 USERS"
        },
        {
          "pattern": "licences",
          "award_id": "70FB8025F00000062",
          "excerpt": "MAINTENANCE FOR STATISTICAL ANALYSIS SOFTWARE (SAS) ANALYTICS PRO FOR 5 USERS"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC25FA847",
          "excerpt": "SAS ANALYTICS PRO 1 USER-PC, WINDOWS 64 & ADD-ONS"
        },
        {
          "pattern": "renewal",
          "award_id": "70T01020P3NHRM044",
          "excerpt": "PROCUREMENT OF ANNUAL MAINTENANCE FOR SITE ID# 882091, SAS BRAND SOFTWARE APPLICATION, SAS ANALYTICS PRO, SAS/ACCESS TO PCFF, AND SAS/ACCESS TO ORACLE FOR 4 USERS."
        },
        {
          "pattern": "licences",
          "award_id": "70T01020P3NHRM044",
          "excerpt": "PROCUREMENT OF ANNUAL MAINTENANCE FOR SITE ID# 882091, SAS BRAND SOFTWARE APPLICATION, SAS ANALYTICS PRO, SAS/ACCESS TO PCFF, AND SAS/ACCESS TO ORACLE FOR 4 USERS."
        },
        {
          "pattern": "renewal",
          "award_id": "693JK425F90001N",
          "excerpt": "THIS NEW TASK ORDER PROVIDES ACCESS TO THE OFFICE OF ECONOMICS TO THE SAS ANALYTICS SOFTWARE SUBSCRIPTION. ACCESS TO THIS SOFTWARE WILL ENABLE THE STB TO PERFORM DATA ANALYTICS AND EVALUATE VARIOUS ST"
        },
        {
          "pattern": "licences",
          "award_id": "693JK425F90001N",
          "excerpt": "THIS NEW TASK ORDER PROVIDES ACCESS TO THE OFFICE OF ECONOMICS TO THE SAS ANALYTICS SOFTWARE SUBSCRIPTION. ACCESS TO THIS SOFTWARE WILL ENABLE THE STB TO PERFORM DATA ANALYTICS AND EVALUATE VARIOUS ST"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4024F00000199",
          "excerpt": "MAINTENANCE FOR SAS ANALYTICS PRO"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4023F00000231",
          "excerpt": "MAINTENANCE FOR SAS ANALYTICS PRO"
        },
        {
          "pattern": "renewal",
          "award_id": "15JC1V26F00000026",
          "excerpt": "SAS ANALYTICS PRO ANNUAL MAINTENANCE RENEWAL FOR THE CIVIL DIVISION"
        },
        {
          "pattern": "renewal",
          "award_id": "15JC1V25F00000011",
          "excerpt": "SAS ANALYTICS PRO ANNUAL MAINTENANCE RENEWAL FOR THE CIVIL DIVISION"
        },
        {
          "pattern": "renewal",
          "award_id": "70LGLY22FSSB00087",
          "excerpt": "SAS ANALYTICS AND ACCESS MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "W91QV122F0475",
          "excerpt": "SAS/ANALYTICS PRO FOR 1 USER"
        },
        {
          "pattern": "licences",
          "award_id": "N6311623F0301",
          "excerpt": "SAS ANALYTICS PRO FOR 1 USER"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 62,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 62,
        "low": 3119.0,
        "p25": 19632.25,
        "median": 42542.48,
        "p75": 215782.41,
        "high": 5338670.3,
        "from": "2015-08-05",
        "to": "2026-09-30"
      },
      "clean_count": 62,
      "scope_counts": {
        "services": 8,
        "license": 42,
        "renewal": 20,
        "support": 21,
        "unknown": 23
      },
      "observed_low": 3119.0,
      "observed_high": 5338670.3,
      "observed_median": 42542.48,
      "observed_total": 25235426.46,
      "award_count": 114,
      "agency_count": 21,
      "date_range": {
        "from": "2015-08-05",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "SAS",
      "slug": "sas",
      "prose": {
        "answer_lead": "Public agencies have awarded 114 contracts naming SAS, from $3,119 to $5,338,670, each traced to a USAspending record. 62 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "A Department of Veterans Affairs award for $3,806,832.36 included a 'consolidated renewal of brand name SAS Analytics Pro software associated annual maintenance.' A Department of the Treasury award for $1,624,007.46 covered 'annual maintenance of the SAS and SAS Viya desktop software suite/server software and SAS Viya principal consultant services support for user training.'",
        "faq": [
          {
            "question": "What is the typical cost for SAS licenses and renewals?",
            "answer": "A quarter of these awards were for $19,632.25 or less, while another quarter were for $215,782.41 or more. The lowest observed award was $3,119 and the highest was $5,338,670.30.",
            "award_ids": []
          },
          {
            "question": "Are there hidden costs or additional services frequently included with SAS contracts?",
            "answer": "Yes, contract descriptions indicate that 'maintenance' and 'support' are often included. For instance, a Department of Defense award for $44,824 included 'software licenses and maintenance support.' Another Department of the Treasury award for $661,011.62 was for 'SAS Analytics, software and maintenance.'",
            "award_ids": [
              "M0026422F0253",
              "20342821F00014",
              "89303022FEI400125",
              "2031JW25F00010",
              "123A9421C0016"
            ]
          },
          {
            "question": "What is the range of contract amounts for SAS licenses?",
            "answer": "The lowest observed contract award for SAS was $3,119 from the Department of Defense. The highest observed contract award for SAS was $5,338,670.30 from the Department of Agriculture.",
            "award_ids": [
              "W91QV122F0475",
              "N6311623F0301",
              "1232SA20F0182"
            ]
          },
          {
            "question": "What is the typical cost for SAS Analytics Pro licenses?",
            "answer": "Awards for SAS Analytics Pro licenses vary. A Department of Justice award for 'SAS Analytics Pro for a single virtual machine with 2 total processor cores' was $8,628.",
            "award_ids": [
              "W91QV122F0475",
              "N6311623F0301",
              "HT001523F0020",
              "15JCRT21F00000048"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 284 contract awards.",
            "The Department of Defense has awarded contracts.",
            "empty_faq_answer: Which agencies most frequently award contracts for SAS?"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for SAS from SAS Institute Inc. for as",
            "US public agencies have awarded contracts for SAS from SAS Institute Inc. for as",
            "Buyers should note that several contract descriptions indicate that 'maintenance",
            "Based on 62 license and renewal awards, the median contract total for SAS is $42",
            "Yes, contract descriptions indicate that 'maintenance' and 'support' are often i",
            "The lowest observed contract award for a SAS license was $3,119 from the Departm",
            "The Department of Defense is the most frequent awarding agency, with 29 contract",
            "The Department of Defense has awarded 29 contracts.",
            "Awards for SAS Analytics Pro licenses vary. For example, the Department of Defen"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 114 public contract awards from 21 awarding agencies.",
          "The figures below are computed from 62 licence and renewal awards; the other 52 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 13.6, and the highest is 1711.7 times the lowest.",
          "29 of 114 awards (25%) come from Department of Defense.",
          "The most frequent recipient across these awards is EXECUTIVE INFORMATION SYSTEMS, L.L.C., on 105 awards (92%).",
          "The records span 2015-08-05 to 2026-09-30."
        ],
        "numbers": [
          25,
          92,
          1711.7,
          13.6,
          21,
          29,
          105,
          62,
          52
        ],
        "basis_sentence": "The figures below are computed from 62 licence and renewal awards; the other 52 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "services": 8,
          "license": 42,
          "renewal": 20,
          "support": 21,
          "unknown": 23
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Justice",
          "National Aeronautics and Space Administration",
          "Department of Health and Human Services",
          "Department of Agriculture",
          "Department of Veterans Affairs",
          "Department of the Treasury",
          "Department of Commerce",
          "Consumer Product Safety Commission",
          "Department of Transportation",
          "Department of Energy",
          "Department of Education",
          "Merit Systems Protection Board",
          "Government Accountability Office",
          "Department of State",
          "International Trade Commission",
          "Department of Labor",
          "Commodity Futures Trading Commission",
          "Court Services and Offender Supervision Agency",
          "General Services Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 15,
          "Department of Health and Human Services": 7,
          "Department of Energy": 2,
          "Department of Justice": 12,
          "Department of Defense": 29,
          "Department of Agriculture": 6,
          "Department of Education": 2,
          "Government Accountability Office": 1,
          "Department of the Treasury": 5,
          "Department of Veterans Affairs": 6,
          "Consumer Product Safety Commission": 4,
          "National Aeronautics and Space Administration": 8,
          "Department of Transportation": 4,
          "Department of State": 1,
          "Department of Commerce": 5,
          "International Trade Commission": 1,
          "Department of Labor": 1,
          "Commodity Futures Trading Commission": 1,
          "Merit Systems Protection Board": 2,
          "Court Services and Offender Supervision Agency": 1,
          "General Services Administration": 1
        },
        "recipient_counts": {
          "EXECUTIVE INFORMATION SYSTEMS, L.L.C.": 105,
          "APPLIED ENTERPRISE MANAGEMENT CORPORATION": 1,
          "VENTECH, INC.": 1,
          "SAS INSTITUTE INC": 1,
          "GOVSMART, INC.": 2,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "ALLIANCE GLOBAL TECH INC.": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
        "spread_ratio": 1711.7
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for SAS\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$3.9M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$7.8M</text><line x1=\"56\" y1=\"214.9\" x2=\"704\" y2=\"214.9\" class=\"pp-median\"/><text x=\"704\" y=\"208.9\" class=\"pp-median-label\" text-anchor=\"end\">median $43k</text><rect x=\"56.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE15F00059 — $17k — Department of Homeland Security — 2015-08-05</title></rect><rect x=\"62.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HSCETE17F00037 — $18k — Department of Homeland Security — 2017-08-15</title></rect><rect x=\"68.2\" y=\"213.8\" width=\"4.0\" height=\"2.2\" class=\"pp-bar\"><title>70CTD018FR0000120 — $87k — Department of Homeland Security — 2018-06-12</title></rect><rect x=\"73.9\" y=\"185.6\" width=\"4.0\" height=\"30.4\" class=\"pp-bar\"><title>75F40119F80041 — $1.2M — Department of Health and Human Services — 2019-05-08</title></rect><rect x=\"79.6\" y=\"206.7\" width=\"4.0\" height=\"9.3\" class=\"pp-bar\"><title>89603019F0070 — $378k — Department of Energy — 2019-09-30</title></rect><rect x=\"85.3\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>15JA0519F00000387 — $125k — Department of Justice — 2019-09-30</title></rect><rect x=\"90.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001520F0011 — $39k — Department of Defense — 2020-01-14</title></rect><rect x=\"96.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70T01020P3NHRM044 — $12k — Department of Homeland Security — 2020-03-30</title></rect><rect x=\"102.3\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>N6426720F0099 — $105k — Department of Defense — 2020-05-21</title></rect><rect x=\"108.0\" y=\"84.0\" width=\"4.0\" height=\"132.0\" class=\"pp-bar\"><title>1232SA20F0182 — $5.3M — Department of Agriculture — 2020-09-11</title></rect><rect x=\"113.7\" y=\"204.7\" width=\"4.0\" height=\"11.3\" class=\"pp-bar\"><title>91990021F0314 — $457k — Department of Education — 2021-03-16</title></rect><rect x=\"119.4\" y=\"178.5\" width=\"4.0\" height=\"37.5\" class=\"pp-bar\"><title>05GA0A21F0031 — $1.5M — Government Accountability Office — 2021-05-25</title></rect><rect x=\"125.1\" y=\"199.7\" width=\"4.0\" height=\"16.3\" class=\"pp-bar\"><title>20342821F00014 — $661k — Department of the Treasury — 2021-07-15</title></rect><rect x=\"130.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C26021F0633 — $71k — Department of Veterans Affairs — 2021-09-15</title></rect><rect x=\"136.4\" y=\"169.4\" width=\"4.0\" height=\"46.6\" class=\"pp-bar\"><title>123A9421C0016 — $1.9M — Department of Agriculture — 2021-09-27</title></rect><rect x=\"142.1\" y=\"210.2\" width=\"4.0\" height=\"5.8\" class=\"pp-bar\"><title>W91CRB21F0508 — $234k — Department of Defense — 2021-09-28</title></rect><rect x=\"147.8\" y=\"198.2\" width=\"4.0\" height=\"17.8\" class=\"pp-bar\"><title>61320621F0089 — $718k — Consumer Product Safety Commission — 2021-09-30</title></rect><rect x=\"153.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT21F00000048 — $9k — Department of Justice — 2021-10-01</title></rect><rect x=\"159.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C26022F0014 — $69k — Department of Veterans Affairs — 2021-11-30</title></rect><rect x=\"164.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22F0120 — $20k — National Aeronautics and Space Administration — 2021-12-01</title></rect><rect x=\"170.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JJ322F000023 — $50k — Department of Transportation — 2021-12-14</title></rect><rect x=\"176.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F1463 — $37k — Department of State — 2022-03-31</title></rect><rect x=\"181.9\" y=\"121.9\" width=\"4.0\" height=\"94.1\" class=\"pp-bar\"><title>36C10B22F0106 — $3.8M — Department of Veterans Affairs — 2022-04-01</title></rect><rect x=\"187.6\" y=\"213.4\" width=\"4.0\" height=\"2.6\" class=\"pp-bar\"><title>SP470122F0047 — $106k — Department of Defense — 2022-05-01</title></rect><rect x=\"193.3\" y=\"203.6\" width=\"4.0\" height=\"12.4\" class=\"pp-bar\"><title>75F40122F19008 — $500k — Department of Health and Human Services — 2022-05-02</title></rect><rect x=\"198.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6133122F0115 — $21k — Department of Defense — 2022-06-23</title></rect><rect x=\"204.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>123A9422F0099 — $69k — Department of Agriculture — 2022-07-08</title></rect><rect x=\"210.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>36C10B22F0185 — $72k — Department of Veterans Affairs — 2022-07-15</title></rect><rect x=\"216.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>91990422P0018 — $14k — Department of Education — 2022-07-15</title></rect><rect x=\"221.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JK422F95018N — $23k — Department of Transportation — 2022-08-12</title></rect><rect x=\"227.4\" y=\"213.5\" width=\"4.0\" height=\"2.5\" class=\"pp-bar\"><title>1333LF22FNFFK0079 — $102k — Department of Commerce — 2022-08-17</title></rect><rect x=\"233.1\" y=\"212.5\" width=\"4.0\" height=\"3.5\" class=\"pp-bar\"><title>12314422F0624 — $140k — Department of Agriculture — 2022-08-25</title></rect><rect x=\"238.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70LGLY22FSSB00087 — $4k — Department of Homeland Security — 2022-08-31</title></rect><rect x=\"244.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22FA744 — $16k — National Aeronautics and Space Administration — 2022-09-15</title></rect><rect x=\"250.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>M0026422F0253 — $45k — Department of Defense — 2022-09-22</title></rect><rect x=\"255.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91QV122F0475 — $3k — Department of Defense — 2022-09-23</title></rect><rect x=\"261.5\" y=\"192.8\" width=\"4.0\" height=\"23.2\" 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$151k — International Trade Commission — 2022-10-01</title></rect><rect x=\"301.3\" y=\"191.4\" width=\"4.0\" height=\"24.6\" class=\"pp-bar\"><title>FA301623F0006 — $993k — Department of Defense — 2022-10-01</title></rect><rect x=\"306.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT22F00000030 — $9k — Department of Justice — 2022-10-01</title></rect><rect x=\"312.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22FA742 — $20k — National Aeronautics and Space Administration — 2022-12-01</title></rect><rect x=\"318.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JJ323F00025N — $50k — Department of Transportation — 2022-12-15</title></rect><rect x=\"324.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001523F0020 — $73k — Department of Defense — 2023-02-15</title></rect><rect x=\"329.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6133123FG068 — $6k — Department of Defense — 2023-03-23</title></rect><rect x=\"335.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6311623F0301 — $3k — Department of Defense — 2023-04-01</title></rect><rect x=\"341.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1604DC23F00006 — $26k — Department of Labor — 2023-04-19</title></rect><rect x=\"346.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA4023F00000231 — $11k — Department of Homeland Security — 2023-05-02</title></rect><rect x=\"352.4\" y=\"189.6\" width=\"4.0\" height=\"26.4\" class=\"pp-bar\"><title>75F40123F19013 — $1.1M — Department of Health and Human Services — 2023-05-08</title></rect><rect x=\"358.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>61320623F0040 — $18k — Consumer Product Safety Commission — 2023-05-18</title></rect><rect x=\"363.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70VT1523F00018 — $52k — Department of Homeland Security — 2023-07-13</title></rect><rect x=\"369.5\" y=\"203.9\" width=\"4.0\" height=\"12.1\" class=\"pp-bar\"><title>9523ZY23F0060 — $490k — Commodity Futures Trading Commission — 2023-08-31</title></rect><rect x=\"375.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>41311423F0082MSP — $18k — Merit Systems Protection Board — 2023-09-07</title></rect><rect x=\"380.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23FA755 — $17k — National Aeronautics and Space Administration — 2023-09-15</title></rect><rect x=\"386.5\" y=\"191.3\" width=\"4.0\" height=\"24.7\" class=\"pp-bar\"><title>2032H523F00804 — $999k — Department of the Treasury — 2023-09-28</title></rect><rect x=\"392.2\" y=\"151.6\" width=\"4.0\" height=\"64.4\" class=\"pp-bar\"><title>12314423F0780 — $2.6M — Department of Agriculture — 2023-09-30</title></rect><rect x=\"397.9\" y=\"175.7\" width=\"4.0\" height=\"40.3\" class=\"pp-bar\"><title>61320623F2058 — $1.6M — Consumer Product Safety Commission — 2023-09-30</title></rect><rect x=\"403.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT23F00000051 — $9k — Department of Justice — 2023-10-01</title></rect><rect x=\"409.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCE023F00000106 — $11k — Department of Justice — 2023-10-15</title></rect><rect x=\"414.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24FA060 — $21k — National Aeronautics and Space Administration — 2023-12-01</title></rect><rect x=\"420.6\" y=\"158.9\" width=\"4.0\" height=\"57.1\" class=\"pp-bar\"><title>SP470124F0038 — $2.3M — Department of Defense — 2023-12-31</title></rect><rect x=\"426.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JC1V24F00000029 — $28k — Department of Justice — 2023-12-31</title></rect><rect x=\"432.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>HT001524F0010 — $28k — Department of Defense — 2024-01-15</title></rect><rect x=\"437.7\" y=\"212.9\" width=\"4.0\" height=\"3.1\" class=\"pp-bar\"><title>HT001524P0008 — $123k — Department of Defense — 2024-04-01</title></rect><rect x=\"443.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N6817124F0071 — $11k — Department of Defense — 2024-04-23</title></rect><rect x=\"449.1\" y=\"192.4\" width=\"4.0\" height=\"23.6\" class=\"pp-bar\"><title>70SBUR24F00000110 — $953k — Department of Homeland Security — 2024-04-26</title></rect><rect x=\"454.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA4024F00000199 — $12k — Department of Homeland Security — 2024-05-01</title></rect><rect x=\"460.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>N0018924FG046 — $8k — Department of Defense — 2024-06-06</title></rect><rect x=\"466.1\" y=\"208.0\" width=\"4.0\" height=\"8.0\" class=\"pp-bar\"><title>70SBUR24F00000146 — $325k — Department of Homeland Security — 2024-07-15</title></rect><rect x=\"471.8\" y=\"207.9\" width=\"4.0\" height=\"8.1\" class=\"pp-bar\"><title>75F40124F19016 — $326k — Department of Health and Human Services — 2024-08-30</title></rect><rect x=\"477.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15G1AC24F00000044 — $15k — Department of Justice — 2024-08-31</title></rect><rect x=\"483.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>693JK425F90001N — $12k — Department of Transportation — 2024-09-01</title></rect><rect x=\"488.8\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>FA800324F0101 — $63k — Department of Defense — 2024-09-04</title></rect><rect x=\"494.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>9594CS24F0057 — $20k — Court Services and Offender Supervision Agency — 2024-09-15</title></rect><rect x=\"500.2\" y=\"210.1\" width=\"4.0\" height=\"5.9\" class=\"pp-bar\"><title>70SBUR24F00000175 — $240k — Department of Homeland Security — 2024-09-30</title></rect><rect x=\"505.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L524F13041096 — $30k — Department of Commerce — 2024-09-30</title></rect><rect x=\"511.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JA0524F00000267 — $73k — Department of Justice — 2024-09-30</title></rect><rect x=\"517.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB24F0487 — $47k — Department of Defense — 2024-09-30</title></rect><rect x=\"522.9\" y=\"175.8\" width=\"4.0\" height=\"40.2\" class=\"pp-bar\"><title>2031JW25F00010 — $1.6M — Department of the Treasury — 2024-10-01</title></rect><rect x=\"528.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JCRT24F00000063 — $10k — Department of Justice — 2024-10-01</title></rect><rect x=\"534.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA048 — $22k — National Aeronautics and Space Administration — 2024-12-01</title></rect><rect x=\"540.0\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JC1V25F00000011 — $7k — Department of Justice — 2024-12-31</title></rect><rect x=\"545.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75P00125F80010 — $34k — Department of Health and Human Services — 2025-01-31</title></rect><rect x=\"551.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB25F0103 — $16k — Department of Defense — 2025-01-31</title></rect><rect x=\"557.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N95C25F00003 — $38k — Department of Health and Human Services — 2025-02-15</title></rect><rect x=\"562.7\" y=\"204.8\" width=\"4.0\" height=\"11.2\" class=\"pp-bar\"><title>70SBUR25F00000098 — $455k — Department of Homeland Security — 2025-06-02</title></rect><rect x=\"568.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FB8025F00000062 — $13k — Department of Homeland Security — 2025-07-11</title></rect><rect x=\"574.1\" y=\"210.9\" width=\"4.0\" height=\"5.1\" class=\"pp-bar\"><title>HT001525K0080 — $206k — Department of Defense — 2025-07-31</title></rect><rect x=\"579.8\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>20341025F00002 — $84k — Department of the Treasury — 2025-08-15</title></rect><rect x=\"585.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA847 — $12k — National Aeronautics and Space Administration — 2025-08-18</title></rect><rect x=\"591.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333MF25F0066 — $31k — Department of Commerce — 2025-09-18</title></rect><rect x=\"596.8\" y=\"212.0\" width=\"4.0\" height=\"4.0\" class=\"pp-bar\"><title>FA239625FB255 — $160k — Department of Defense — 2025-09-30</title></rect><rect x=\"602.5\" y=\"213.9\" width=\"4.0\" height=\"2.1\" class=\"pp-bar\"><title>HT001525K0105 — $87k — Department of Defense — 2025-09-30</title></rect><rect x=\"608.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W519TC25FA186 — $54k — Department of Defense — 2025-09-30</title></rect><rect x=\"613.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB25FA237 — $49k — Department of Defense — 2025-09-30</title></rect><rect x=\"619.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1331L525F13501187 — $43k — Department of Commerce — 2025-09-30</title></rect><rect x=\"625.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB25FA243 — $23k — Department of Defense — 2025-09-30</title></rect><rect x=\"630.9\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>47QACA25F0333 — $22k — General Services Administration — 2025-10-01</title></rect><rect x=\"636.6\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC26F0011 — $22k — National Aeronautics and Space Administration — 2025-12-01</title></rect><rect x=\"642.3\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>15JC1V26F00000026 — $8k — Department of Justice — 2025-12-31</title></rect><rect x=\"648.0\" y=\"204.4\" width=\"4.0\" height=\"11.6\" class=\"pp-bar\"><title>15PTDD26F00000002 — $468k — Department of Justice — 2026-01-31</title></rect><rect x=\"653.7\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB26FA071 — $17k — Department of Defense — 2026-01-31</title></rect><rect x=\"659.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>20341026F00008 — $33k — Department of the Treasury — 2026-02-15</title></rect><rect x=\"665.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>75N98026F00115 — $39k — Department of Health and Human Services — 2026-05-01</title></rect><rect x=\"670.7\" y=\"159.8\" width=\"4.0\" height=\"56.2\" class=\"pp-bar\"><title>36C10B26F0217 — $2.3M — Department of Veterans Affairs — 2026-07-01</title></rect><rect x=\"676.4\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA3026F00000154 — $13k — Department of Homeland Security — 2026-07-01</title></rect><rect x=\"682.1\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>1333MF26F0054 — $31k — Department of Commerce — 2026-08-31</title></rect><rect x=\"687.8\" y=\"24.0\" width=\"4.0\" height=\"192.0\" class=\"pp-bar\"><title>36C10B26F0397 — $7.8M — Department of Veterans Affairs — 2026-09-23</title></rect><rect x=\"693.5\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>70US0926F2GSA2432 — $78k — Department of Homeland Security — 2026-09-30</title></rect><rect x=\"699.2\" y=\"214.0\" width=\"4.0\" height=\"2.0\" class=\"pp-bar\"><title>41311426F0076MSP — $20k — Merit Systems Protection Board — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2015-08-05</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (114 awards, obligated)</text></svg>",
      "published_date": "2026-09-27",
      "url": "/sas/",
      "changelog": [
        {
          "date": "2026-09-28",
          "note": "Initial publication: 114 awards, $3,119–$7,763,614."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $7,763,614 -> $5,338,670"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "qlik": {
      "product_slug": "qlik",
      "product_name": "Qlik",
      "vendor": "QlikTech International",
      "list_price": {
        "value": 300,
        "unit": "USD per month (billed annually)",
        "publisher": "QlikTech International AB",
        "url": "https://www.qlik.com/us/pricing",
        "quote": "Starter — Starting at $300/mo — For 10 Users, billed annually",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "HHSN271201700159U",
          "recipient": "ALTUM INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2017-09-13",
          "end_date": "2018-09-24",
          "amount": 144570.62,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TO DEVELOP AND MAINTAIN THE AIR DATABASE, WHICH IS AN INTERNAL NIMH ACCOUNTING INTERFACE, AS WELL AS THE ASSOCIATED QLIKVIEW VISUALIZATIONS.",
          "psc_code": "R413",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN271201700159U_7529_GS35F0516L_4730"
        },
        {
          "award_id": "HQ003418P0013",
          "recipient": "INTELLIPEAK SOLUTIONS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Defense",
          "sub_agency": "Washington Headquarters Services",
          "action_date": "2018-02-01",
          "end_date": "2023-01-31",
          "amount": 3408028.18,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "QLIK SENSE ENTERPRISE TOKEN",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQ003418P0013_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "HHSN27800013",
          "recipient": "ALTUM INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2018-02-12",
          "end_date": "2023-06-22",
          "amount": 24932.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DEVELOP THREE TIERED QLIKVIEW DATA MODEL (DIRP/BUDGET OFC.) [NIMH REF#18-003045]",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN27800013_7529_HHSN263201500223B_7529"
        },
        {
          "award_id": "HHSN27800014",
          "recipient": "ALTUM INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2018-03-16",
          "end_date": "2023-03-19",
          "amount": 24880.97,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DEVELOP THREE TIERED QLIKVIEW DATA MODEL [NIMH REF.#18-003904]",
          "psc_code": "D304",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSN27800014_7529_HHSN263201500223B_7529"
        },
        {
          "award_id": "24322618P0055",
          "recipient": "INTELLIPEAK SOLUTIONS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Office of Personnel Management",
          "sub_agency": "Office of Personnel Management",
          "action_date": "2018-08-30",
          "end_date": "2023-08-29",
          "amount": 149745.49,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "QLIK SOFTWARE PURCHASE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_24322618P0055_2400_-NONE-_-NONE-"
        },
        {
          "award_id": "68HE0H18F0185",
          "recipient": "EASTERN RESEARCH GROUP INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Environmental Protection Agency",
          "sub_agency": "Environmental Protection Agency",
          "action_date": "2018-09-05",
          "end_date": "2023-11-02",
          "amount": 1195739.03,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "ORDER TO PROVIDE SUPPORT FOR THE USE OF QLIK AND DATA VISUALIZATION IN THE ENFORCEMENT&COMPLIANCE HISTORY ONLINE SYSTEM.",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_68HE0H18F0185_6800_EPBPA18H0001_6800"
        },
        {
          "award_id": "75N92018F00002",
          "recipient": "DELOITTE CONSULTING LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2018-09-19",
          "end_date": "2023-09-18",
          "amount": 5128649.02,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "QLIKVIEW APPLICATION DEVELOPMENT AND SUPPORT",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N92018F00002_7529_HHSN316201200018W_7529"
        },
        {
          "award_id": "W25G1V20F0343",
          "recipient": "IMMIXTECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2020-05-21",
          "end_date": "2021-05-20",
          "amount": 50087.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "QLIK SUBSCRIPTION 12 MONTHS",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W25G1V20F0343_9700_W52P1J15D0007_9700"
        },
        {
          "award_id": "24322620P0020",
          "recipient": "INTELLIPEAK SOLUTIONS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Office of Personnel Management",
          "sub_agency": "Office of Personnel Management",
          "action_date": "2020-06-30",
          "end_date": "2023-08-29",
          "amount": 99897.41,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "QLIK SOFTWARE",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_24322620P0020_2400_-NONE-_-NONE-"
        },
        {
          "award_id": "HT001520F0107",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2020-08-06",
          "end_date": "2023-08-09",
          "amount": 408127.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "QLIK SENSE SOFTWARE/LICENSE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001520F0107_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "75N98120F00001",
          "recipient": "AFFIGENT, LLC",
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          "excerpt": "ANNUAL QLIK SOFTWARE MAINTENANCE RENEWAL IN SUPPORT OF VIRTUAL CONTRACTING ENTERPRISE"
        },
        {
          "pattern": "integration",
          "award_id": "HC102826F0179",
          "excerpt": "QLIK DATA INTEGRATION RDBMS"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN22F0514",
          "excerpt": "ANNUAL QLIK SOFTWARE MAINTENANCE RENEWAL IN SUPPORT OF VIRTUAL CONTRACTING ENTERPRISE"
        },
        {
          "pattern": "renewal",
          "award_id": "W15QKN22F0514",
          "excerpt": "ANNUAL QLIK SOFTWARE MAINTENANCE RENEWAL IN SUPPORT OF VIRTUAL CONTRACTING ENTERPRISE"
        },
        {
          "pattern": "licences",
          "award_id": "N0018925FZ755",
          "excerpt": "QLIK SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "12314422F0181",
          "excerpt": "PROVIDE ANNUAL SOFTWARE MAINTENANCE RENEWAL FOR FMS SOFTWARE LICENSES OF QLIK GOLD CLIENT"
        },
        {
          "pattern": "licences",
          "award_id": "12314422F0181",
          "excerpt": "PROVIDE ANNUAL SOFTWARE MAINTENANCE RENEWAL FOR FMS SOFTWARE LICENSES OF QLIK GOLD CLIENT"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC24PA382",
          "excerpt": "SPEAR CONTRACT FOR DATABASE DEVELOPMENT AND QLIK LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "24322623F0176",
          "excerpt": "FY23-28 OCFO QLIK SENSE MAINTENANCE SERVICES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 62,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 62,
        "low": 25000.0,
        "p25": 118481.9,
        "median": 281112.0,
        "p75": 573757.88,
        "high": 5832221.0,
        "from": "2017-09-13",
        "to": "2026-09-30"
      },
      "clean_count": 62,
      "scope_counts": {
        "license": 45,
        "services": 5,
        "unknown": 18,
        "renewal": 17,
        "support": 11,
        "bundle": 2
      },
      "observed_low": 25000.0,
      "observed_high": 5832221.0,
      "observed_median": 281112.0,
      "observed_total": 38703232.96,
      "award_count": 98,
      "agency_count": 12,
      "date_range": {
        "from": "2017-09-13",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Qlik",
      "slug": "qlik",
      "prose": {
        "answer_lead": "The lowest recorded contract award for a license or renewal was $25,000 USD. The highest recorded contract award for a license or renewal was $5,832,221 USD. Public agencies have reported contract awards for Qlik.",
        "renewal_watch": "An award for 1605TB24F00056 was made for $79,356 USD. This award explicitly mentions \"QLIK DATA INTEGRATION GOLD SUPPORT SERVICES\".",
        "faq": [
          {
            "question": "What is the range of contract awards for Qlik licenses and renewals?",
            "answer": "The median contract award for these types of purchases was $281,112 USD.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that combine Qlik licenses with maintenance or support?",
            "answer": "One contract award combines Qlik licenses with maintenance or support.",
            "award_ids": [
              "HQ003421P0036",
              "HT001523F0164",
              "W15QKN25FA334",
              "W15QKN24F0441",
              "7571TE26F80249"
            ]
          },
          {
            "question": "What is the cost of Qlik for a single agency?",
            "answer": "The contract awards for Qlik vary by agency and scope. For example, the Department of Homeland Security had an award for $5,832,221 USD for \"QLIK SENSE SOFTWARE\" (70B04C24F00000733), while the National Aeronautics and Space Administration had an award for $25,000 USD for \"SPEAR CONTRACT FOR DATABASE DEVELOPMENT AND QLIK LICENSE\" (80NSSC24PA382).",
            "award_ids": [
              "70B04C24F00000733",
              "80NSSC24PA382",
              "24322618P0055",
              "75N98120F00001"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have reported contract awards for Qlik. The lowest recorded cont",
            "Public agencies have reported contract awards for Qlik. The lowest recorded cont",
            "When renewing Qlik, agencies should note that contract descriptions sometimes co",
            "One award for $390,039.81 USD included \"QLIK ENTERPRISE SOFTWARE LICENSES & MAIN",
            "Based on 62 license and renewal awards, the lowest recorded contract award for Q",
            "Yes, several contract awards combine Qlik licenses with maintenance or support. ",
            "Several contract awards combine Qlik licenses with maintenance or support."
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 98 public contract awards from 12 awarding agencies.",
          "The figures below are computed from 62 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 11.2, and the highest is 233.3 times the lowest.",
          "58 of 98 awards (59%) come from Department of Defense.",
          "The most frequent recipient across these awards is SWISH DATA CORPORATION, on 31 awards (32%).",
          "The records span 2017-09-13 to 2026-09-30."
        ],
        "numbers": [
          59,
          32,
          233.3,
          11.2,
          12,
          58,
          31,
          62,
          36
        ],
        "basis_sentence": "The figures below are computed from 62 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 45,
          "services": 5,
          "unknown": 18,
          "renewal": 17,
          "support": 11,
          "bundle": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Health and Human Services",
          "Department of Homeland Security",
          "Office of Personnel Management",
          "Environmental Protection Agency",
          "Department of Agriculture",
          "Department of the Treasury",
          "Department of Veterans Affairs",
          "Department of the Interior",
          "National Aeronautics and Space Administration",
          "Department of Labor",
          "Department of Transportation"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 21,
          "Department of Defense": 58,
          "Office of Personnel Management": 3,
          "Environmental Protection Agency": 2,
          "Department of Veterans Affairs": 1,
          "Department of Agriculture": 2,
          "Department of the Treasury": 2,
          "Department of Homeland Security": 5,
          "Department of the Interior": 1,
          "National Aeronautics and Space Administration": 1,
          "Department of Labor": 1,
          "Department of Transportation": 1
        },
        "recipient_counts": {
          "ALTUM INC": 3,
          "INTELLIPEAK SOLUTIONS INC": 3,
          "EASTERN RESEARCH GROUP INC": 2,
          "DELOITTE CONSULTING LLP": 1,
          "IMMIXTECHNOLOGY INC": 4,
          "NEW TECH SOLUTIONS, INC.": 12,
          "AFFIGENT, LLC": 4,
          "REDSKY LLC": 1,
          "ANACAPA MICRO PRODUCTS, INC.": 2,
          "SWISH DATA CORPORATION": 31,
          "FEDTRIBE LLC": 2,
          "FCN, INC.": 2,
          "NEXTECH SOLUTIONS LLC": 2,
          "V3GATE, LLC": 2,
          "BAHFED CORP": 2,
          "EC AMERICA, INC": 3,
          "KA'ALA SYSTEMS TECHNOLOGY CORPORATION": 1,
          "MONSTER GOVERNMENT SOLUTIONS, LLC": 1,
          "NOBLE SUPPLY & LOGISTICS, LLC": 1,
          "GOVSMART, INC.": 3,
          "TECHNUF, LLC": 1,
          "RED ALPHA LLC": 1,
          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 1,
          "BLAZAR TECHNOLOGY SOLUTIONS LLC": 1,
          "SPEAR HUMAN PERFORMANCE INC": 1,
          "VPRIME TECH INC": 1,
          "QBASE, LLC": 1,
          "PARAGON MICRO INC": 2,
          "CARAHSOFT TECHNOLOGY CORP": 5,
          "AUGUST SCHELL ENTERPRISES, INC.": 1,
          "CDW GOVERNMENT LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "SWISH DATA CORPORATION",
        "spread_ratio": 233.3
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Qlik\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.9M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$5.8M</text><line x1=\"56\" y1=\"206.7\" x2=\"704\" y2=\"206.7\" class=\"pp-median\"/><text x=\"704\" y=\"200.7\" class=\"pp-median-label\" text-anchor=\"end\">median $281k</text><rect x=\"57.3\" y=\"211.2\" width=\"4.1\" height=\"4.8\" class=\"pp-bar\"><title>HHSN271201700159U — $145k — Department of Health and Human Services — 2017-09-13</title></rect><rect x=\"63.9\" y=\"103.8\" width=\"4.1\" height=\"112.2\" class=\"pp-bar\"><title>HQ003418P0013 — $3.4M — Department of Defense — 2018-02-01</title></rect><rect x=\"70.5\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>HHSN27800013 — $25k — Department of Health and Human Services — 2018-02-12</title></rect><rect x=\"77.1\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>HHSN27800014 — $25k — Department of Health and Human Services — 2018-03-16</title></rect><rect x=\"83.7\" y=\"211.1\" width=\"4.1\" height=\"4.9\" class=\"pp-bar\"><title>24322618P0055 — $150k — Office of Personnel Management — 2018-08-30</title></rect><rect x=\"90.3\" y=\"176.6\" width=\"4.1\" height=\"39.4\" class=\"pp-bar\"><title>68HE0H18F0185 — $1.2M — Environmental Protection Agency — 2018-09-05</title></rect><rect x=\"96.9\" y=\"47.2\" width=\"4.1\" height=\"168.8\" class=\"pp-bar\"><title>75N92018F00002 — $5.1M — Department of Health and Human Services — 2018-09-19</title></rect><rect x=\"103.5\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W25G1V20F0343 — $50k — Department of Defense — 2020-05-21</title></rect><rect x=\"110.2\" y=\"212.7\" width=\"4.1\" height=\"3.3\" class=\"pp-bar\"><title>24322620P0020 — $100k — Office of Personnel Management — 2020-06-30</title></rect><rect x=\"116.8\" y=\"202.6\" width=\"4.1\" height=\"13.4\" class=\"pp-bar\"><title>HT001520F0107 — $408k — Department of Defense — 2020-08-06</title></rect><rect x=\"123.4\" y=\"143.1\" width=\"4.1\" height=\"72.9\" class=\"pp-bar\"><title>75N98120F00001 — $2.2M — Department of Health and Human Services — 2020-08-20</title></rect><rect x=\"130.0\" y=\"203.2\" width=\"4.1\" height=\"12.8\" class=\"pp-bar\"><title>HQ003421P0036 — $390k — Department of Defense — 2021-02-18</title></rect><rect x=\"136.6\" y=\"195.3\" width=\"4.1\" height=\"20.7\" class=\"pp-bar\"><title>N6893621F0241 — $630k — Department of Defense — 2021-03-15</title></rect><rect x=\"143.2\" y=\"211.4\" width=\"4.1\" height=\"4.6\" class=\"pp-bar\"><title>W912HQ21F0052 — $141k — Department of Defense — 2021-04-02</title></rect><rect x=\"149.8\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W25G1V21F0264 — $50k — Department of Defense — 2021-06-09</title></rect><rect x=\"156.4\" y=\"184.5\" width=\"4.1\" height=\"31.5\" class=\"pp-bar\"><title>36C10B21F0241 — $958k — Department of Veterans Affairs — 2021-08-04</title></rect><rect x=\"163.1\" y=\"44.2\" width=\"4.1\" height=\"171.8\" class=\"pp-bar\"><title>SP470121F0458 — $5.2M — Department of Defense — 2021-09-01</title></rect><rect x=\"169.7\" y=\"209.5\" width=\"4.1\" height=\"6.5\" class=\"pp-bar\"><title>75H71221F80183 — $196k — Department of Health and Human Services — 2021-09-08</title></rect><rect x=\"176.3\" y=\"212.0\" width=\"4.1\" height=\"4.0\" class=\"pp-bar\"><title>W91CRB21F0468 — $123k — Department of Defense — 2021-09-19</title></rect><rect x=\"182.9\" y=\"199.8\" width=\"4.1\" height=\"16.2\" class=\"pp-bar\"><title>W91CRB22F0066 — $493k — Department of Defense — 2021-11-30</title></rect><rect x=\"189.5\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>12314422F0181 — $33k — Department of Agriculture — 2022-02-18</title></rect><rect x=\"196.1\" y=\"204.2\" width=\"4.1\" height=\"11.8\" class=\"pp-bar\"><title>W912HQ22P0033 — $358k — Department of Defense — 2022-02-28</title></rect><rect x=\"202.7\" y=\"209.0\" width=\"4.1\" height=\"7.0\" class=\"pp-bar\"><title>75N92A22F10003 — $212k — Department of Health and Human Services — 2022-03-24</title></rect><rect x=\"209.3\" y=\"209.9\" width=\"4.1\" height=\"6.1\" class=\"pp-bar\"><title>2031ZB22F00037 — $184k — Department of the Treasury — 2022-06-17</title></rect><rect x=\"216.0\" y=\"195.5\" width=\"4.1\" height=\"20.5\" class=\"pp-bar\"><title>N3904022F0134 — $622k — Department of Defense — 2022-06-29</title></rect><rect x=\"222.6\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W25G1V22F0416 — $51k — Department of Defense — 2022-08-03</title></rect><rect x=\"229.2\" y=\"200.7\" width=\"4.1\" height=\"15.3\" class=\"pp-bar\"><title>W912HQ22F0160 — $465k — Department of Defense — 2022-08-05</title></rect><rect x=\"235.8\" y=\"210.6\" width=\"4.1\" height=\"5.4\" class=\"pp-bar\"><title>W52P1J22F4069 — $165k — Department of Defense — 2022-08-15</title></rect><rect x=\"242.4\" y=\"212.7\" width=\"4.1\" height=\"3.3\" class=\"pp-bar\"><title>70B04C22F00000872 — $101k — Department of Homeland Security — 2022-08-15</title></rect><rect x=\"249.0\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN22F0514 — $44k — Department of Defense — 2022-08-15</title></rect><rect x=\"255.6\" y=\"210.5\" width=\"4.1\" height=\"5.5\" class=\"pp-bar\"><title>75F40122F80319 — $168k — Department of Health and Human Services — 2022-08-19</title></rect><rect x=\"262.2\" y=\"210.6\" width=\"4.1\" height=\"5.4\" class=\"pp-bar\"><title>HT001522F0102 — $164k — Department of Defense — 2022-08-19</title></rect><rect x=\"268.8\" y=\"199.0\" width=\"4.1\" height=\"17.0\" class=\"pp-bar\"><title>70B04C22F00001030 — $518k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"275.5\" y=\"199.7\" width=\"4.1\" height=\"16.3\" class=\"pp-bar\"><title>W912HQ22P0087 — $494k — Department of Defense — 2022-09-13</title></rect><rect x=\"282.1\" y=\"60.4\" width=\"4.1\" height=\"155.6\" class=\"pp-bar\"><title>2031ZB22F00077 — $4.7M — Department of the Treasury — 2022-09-15</title></rect><rect x=\"288.7\" y=\"208.8\" width=\"4.1\" height=\"7.2\" class=\"pp-bar\"><title>N0018922FZ608 — $218k — Department of Defense — 2022-09-19</title></rect><rect x=\"295.3\" y=\"200.6\" width=\"4.1\" height=\"15.4\" class=\"pp-bar\"><title>N0018922FR269 — $466k — Department of Defense — 2022-09-27</title></rect><rect x=\"301.9\" y=\"207.8\" width=\"4.1\" height=\"8.2\" class=\"pp-bar\"><title>W911S222P1572 — $249k — Department of Defense — 2022-09-27</title></rect><rect x=\"308.5\" y=\"199.8\" width=\"4.1\" height=\"16.2\" class=\"pp-bar\"><title>W91CRB23F0027 — $493k — Department of Defense — 2022-11-30</title></rect><rect x=\"315.1\" y=\"211.9\" width=\"4.1\" height=\"4.1\" class=\"pp-bar\"><title>N6523623F0038 — $126k — Department of Defense — 2022-12-07</title></rect><rect x=\"321.7\" y=\"96.1\" width=\"4.1\" height=\"119.9\" class=\"pp-bar\"><title>N6833523F0077 — $3.6M — Department of Defense — 2022-12-13</title></rect><rect x=\"328.4\" y=\"213.1\" width=\"4.1\" height=\"2.9\" class=\"pp-bar\"><title>N0018923FR137 — $87k — Department of Defense — 2022-12-19</title></rect><rect x=\"335.0\" y=\"209.8\" width=\"4.1\" height=\"6.2\" class=\"pp-bar\"><title>W519TC23F2165 — $188k — Department of Defense — 2023-01-27</title></rect><rect x=\"341.6\" y=\"194.6\" width=\"4.1\" height=\"21.4\" class=\"pp-bar\"><title>HQ003423P0028 — $650k — Department of Defense — 2023-01-31</title></rect><rect x=\"348.2\" y=\"210.0\" width=\"4.1\" height=\"6.0\" class=\"pp-bar\"><title>HQ003423F0149 — $181k — Department of Defense — 2023-04-01</title></rect><rect x=\"354.8\" y=\"213.7\" width=\"4.1\" height=\"2.3\" class=\"pp-bar\"><title>140D0423F0626 — $70k — Department of the Interior — 2023-05-05</title></rect><rect x=\"361.4\" y=\"206.8\" width=\"4.1\" height=\"9.2\" class=\"pp-bar\"><title>SPE8EL23FW129 — $280k — Department of Defense — 2023-05-29</title></rect><rect x=\"368.0\" y=\"208.8\" width=\"4.1\" height=\"7.2\" class=\"pp-bar\"><title>HT001523F0103 — $220k — Department of Defense — 2023-07-12</title></rect><rect x=\"374.6\" y=\"195.5\" width=\"4.1\" height=\"20.5\" class=\"pp-bar\"><title>HC102823F0879 — $622k — Department of Defense — 2023-08-03</title></rect><rect x=\"381.3\" y=\"211.3\" width=\"4.1\" height=\"4.7\" class=\"pp-bar\"><title>75F40123F80245 — $144k — Department of Health and Human Services — 2023-08-15</title></rect><rect x=\"387.9\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>75N94023F00134 — $55k — Department of Health and Human Services — 2023-08-16</title></rect><rect x=\"394.5\" y=\"198.8\" width=\"4.1\" height=\"17.2\" class=\"pp-bar\"><title>HT001523F0164 — $523k — Department of Defense — 2023-08-23</title></rect><rect x=\"401.1\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>24322623F0176 — $23k — Office of Personnel Management — 2023-08-30</title></rect><rect x=\"407.7\" y=\"196.5\" width=\"4.1\" height=\"19.5\" class=\"pp-bar\"><title>70B04C23F00000964 — $592k — Department of Homeland Security — 2023-09-01</title></rect><rect x=\"414.3\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN23F0553 — $46k — Department of Defense — 2023-09-01</title></rect><rect x=\"420.9\" y=\"195.5\" width=\"4.1\" height=\"20.5\" class=\"pp-bar\"><title>HC102823F1475 — $622k — Department of Defense — 2023-09-19</title></rect><rect x=\"427.5\" y=\"199.1\" width=\"4.1\" height=\"16.9\" class=\"pp-bar\"><title>N0018923FR665 — $513k — Department of Defense — 2023-09-26</title></rect><rect x=\"434.2\" y=\"208.6\" width=\"4.1\" height=\"7.4\" class=\"pp-bar\"><title>W912HQ23F0253 — $226k — Department of Defense — 2023-09-27</title></rect><rect x=\"440.8\" y=\"210.1\" width=\"4.1\" height=\"5.9\" class=\"pp-bar\"><title>68HERH24F0027 — $180k — Environmental Protection Agency — 2023-11-22</title></rect><rect x=\"447.4\" y=\"199.3\" width=\"4.1\" height=\"16.7\" class=\"pp-bar\"><title>W91CRB24F0043 — $507k — Department of Defense — 2023-11-29</title></rect><rect x=\"454.0\" y=\"211.3\" width=\"4.1\" height=\"4.7\" class=\"pp-bar\"><title>N6523624F0061 — $143k — Department of Defense — 2023-12-11</title></rect><rect x=\"460.6\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24PA382 — $25k — National Aeronautics and Space Administration — 2024-02-12</title></rect><rect x=\"467.2\" y=\"201.5\" width=\"4.1\" height=\"14.5\" class=\"pp-bar\"><title>HQ003424F0075 — $441k — Department of Defense — 2024-02-15</title></rect><rect x=\"473.8\" y=\"209.4\" width=\"4.1\" height=\"6.6\" class=\"pp-bar\"><title>W519TC24F2204 — $200k — Department of Defense — 2024-02-28</title></rect><rect x=\"480.4\" y=\"213.4\" width=\"4.1\" height=\"2.6\" class=\"pp-bar\"><title>1605TB24F00056 — $79k — Department of Labor — 2024-05-03</title></rect><rect x=\"487.1\" y=\"212.0\" width=\"4.1\" height=\"4.0\" class=\"pp-bar\"><title>75H70424P00025 — $122k — Department of Health and Human Services — 2024-05-06</title></rect><rect x=\"493.7\" y=\"212.1\" width=\"4.1\" height=\"3.9\" class=\"pp-bar\"><title>75F40124F80145 — $117k — Department of Health and Human Services — 2024-06-17</title></rect><rect x=\"500.3\" y=\"174.3\" width=\"4.1\" height=\"41.7\" class=\"pp-bar\"><title>N3904024F0058 — $1.3M — Department of Defense — 2024-06-28</title></rect><rect x=\"506.9\" y=\"136.0\" width=\"4.1\" height=\"80.0\" class=\"pp-bar\"><title>HQ003424F0379 — $2.4M — Department of Defense — 2024-07-17</title></rect><rect x=\"513.5\" y=\"198.9\" width=\"4.1\" height=\"17.1\" class=\"pp-bar\"><title>N3904024F0062 — $520k — Department of Defense — 2024-07-19</title></rect><rect x=\"520.1\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN24F0441 — $52k — Department of Defense — 2024-08-08</title></rect><rect x=\"526.7\" y=\"172.3\" width=\"4.1\" height=\"43.7\" class=\"pp-bar\"><title>HT001524F0100 — $1.3M — Department of Defense — 2024-08-17</title></rect><rect x=\"533.3\" y=\"210.0\" width=\"4.1\" height=\"6.0\" class=\"pp-bar\"><title>75F40124F80298 — $182k — Department of Health and Human Services — 2024-08-27</title></rect><rect x=\"540.0\" y=\"24.0\" width=\"4.1\" height=\"192.0\" class=\"pp-bar\"><title>70B04C24F00000733 — $5.8M — Department of Homeland Security — 2024-09-01</title></rect><rect x=\"546.6\" y=\"193.8\" width=\"4.1\" height=\"22.2\" class=\"pp-bar\"><title>W91CRB25F0053 — $673k — Department of Defense — 2024-11-26</title></rect><rect x=\"553.2\" y=\"210.8\" width=\"4.1\" height=\"5.2\" class=\"pp-bar\"><title>N6523625F0053 — $157k — Department of Defense — 2024-12-11</title></rect><rect x=\"559.8\" y=\"209.1\" width=\"4.1\" height=\"6.9\" class=\"pp-bar\"><title>W519TC25F21A2 — $210k — Department of Defense — 2025-02-24</title></rect><rect x=\"566.4\" y=\"206.7\" width=\"4.1\" height=\"9.3\" class=\"pp-bar\"><title>75F40125F80061 — $281k — Department of Health and Human Services — 2025-04-29</title></rect><rect x=\"573.0\" y=\"142.6\" width=\"4.1\" height=\"73.4\" class=\"pp-bar\"><title>HC102825F0657 — $2.2M — Department of Defense — 2025-06-29</title></rect><rect x=\"579.6\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>N0018925FZ755 — $39k — Department of Defense — 2025-08-28</title></rect><rect x=\"586.2\" y=\"205.0\" width=\"4.1\" height=\"11.0\" class=\"pp-bar\"><title>75H71325F80024 — $333k — Department of Health and Human Services — 2025-08-29</title></rect><rect x=\"592.8\" y=\"213.8\" width=\"4.1\" height=\"2.2\" class=\"pp-bar\"><title>W15QKN25FA334 — $66k — Department of Defense — 2025-09-01</title></rect><rect x=\"599.5\" y=\"209.7\" width=\"4.1\" height=\"6.3\" class=\"pp-bar\"><title>75F40125F80172 — $192k — Department of Health and Human Services — 2025-09-10</title></rect><rect x=\"606.1\" y=\"212.4\" width=\"4.1\" height=\"3.6\" class=\"pp-bar\"><title>75F40125F80198 — $109k — Department of Health and Human Services — 2025-09-15</title></rect><rect x=\"612.7\" y=\"181.5\" width=\"4.1\" height=\"34.5\" class=\"pp-bar\"><title>75F40125F80201 — $1.0M — Department of Health and Human Services — 2025-09-17</title></rect><rect x=\"619.3\" y=\"197.6\" width=\"4.1\" height=\"18.4\" class=\"pp-bar\"><title>N0018925FR152 — $558k — Department of Defense — 2025-09-18</title></rect><rect x=\"625.9\" y=\"213.3\" width=\"4.1\" height=\"2.7\" class=\"pp-bar\"><title>N0018925PZ570 — $81k — Department of Defense — 2025-09-23</title></rect><rect x=\"632.5\" y=\"208.4\" width=\"4.1\" height=\"7.6\" class=\"pp-bar\"><title>HC108425F0412 — $232k — Department of Defense — 2025-09-26</title></rect><rect x=\"639.1\" y=\"211.9\" width=\"4.1\" height=\"4.1\" class=\"pp-bar\"><title>N0018925FZ719 — $125k — Department of Defense — 2025-09-30</title></rect><rect x=\"645.7\" y=\"201.7\" width=\"4.1\" height=\"14.3\" class=\"pp-bar\"><title>697DCK26F00092 — $434k — Department of Transportation — 2025-12-22</title></rect><rect x=\"652.4\" y=\"195.6\" width=\"4.1\" height=\"20.4\" class=\"pp-bar\"><title>W91CRB26FA075 — $620k — Department of Defense — 2026-01-31</title></rect><rect x=\"659.0\" y=\"214.0\" width=\"4.1\" height=\"2.0\" class=\"pp-bar\"><title>HC102826F0179 — $44k — Department of Defense — 2026-03-27</title></rect><rect x=\"665.6\" y=\"192.6\" width=\"4.1\" height=\"23.4\" class=\"pp-bar\"><title>123A9426F0050 — $711k — Department of Agriculture — 2026-04-30</title></rect><rect x=\"672.2\" y=\"104.3\" width=\"4.1\" height=\"111.7\" class=\"pp-bar\"><title>HC102826F0387 — $3.4M — Department of Defense — 2026-06-29</title></rect><rect x=\"678.8\" y=\"203.1\" width=\"4.1\" height=\"12.9\" class=\"pp-bar\"><title>7571TE26F80239 — $392k — Department of Health and Human Services — 2026-08-27</title></rect><rect x=\"685.4\" y=\"205.7\" width=\"4.1\" height=\"10.3\" class=\"pp-bar\"><title>7571TE26F80254 — $313k — Department of Health and Human Services — 2026-09-01</title></rect><rect x=\"692.0\" y=\"209.3\" width=\"4.1\" height=\"6.7\" class=\"pp-bar\"><title>7571TE26F80249 — $203k — Department of Health and Human Services — 2026-09-01</title></rect><rect x=\"698.6\" y=\"135.7\" width=\"4.1\" height=\"80.3\" class=\"pp-bar\"><title>70B04C26F00001058 — $2.4M — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-09-13</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (98 awards, obligated)</text></svg>",
      "published_date": "2026-09-26",
      "url": "/qlik/",
      "changelog": [
        {
          "date": "2026-09-26",
          "note": "Initial publication: 98 awards, $22,669–$5,832,221."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $22,669 -> $25,000"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "tibco": {
      "product_slug": "tibco",
      "product_name": "TIBCO",
      "vendor": "Cloud Software Group",
      "list_price": null,
      "awards": [
        {
          "award_id": "DOCYA132317NC0149",
          "recipient": "EC AMERICA, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2017-07-01",
          "end_date": "2018-06-30",
          "amount": 12718.29,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TIBCO RENEWAL - IGF::OT::IGF",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DOCYA132317NC0149_1323_GS35F0511T_4730"
        },
        {
          "award_id": "HSHQDC17J00458",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2017-09-29",
          "end_date": "2020-09-28",
          "amount": 12215280.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TO RENEW CONSOLIDATED ANNUAL SUPPORT FOR TIBCO SOFTWARE LICENSES AND MAINTENANCE FOR THE PRODUCTS DEPLOYED WITHIN THE IDENT PRODUCTION AND NONPRODUCTION ENVIRONMENTS. POP BASE WITH 2 OPTION YEARS",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HSHQDC17J00458_7001_HSHQDC12D00012_7001"
        },
        {
          "award_id": "89503418FWA400179",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Energy",
          "sub_agency": "Department of Energy",
          "action_date": "2018-07-12",
          "end_date": "2021-08-21",
          "amount": 1860000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TIBCO MAINTENANCE RENEWAL",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_89503418FWA400179_8900_NNG15SC71B_8000"
        },
        {
          "award_id": "28321318FDX030398",
          "recipient": "IMMIXTECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2018-07-26",
          "end_date": "2022-07-30",
          "amount": 2758910.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MAINTENANCE ON TIBCO MFT SOFTWARE. INTERNAL AND EXTERNAL TRADING PARTNERS WITH SSA NEED TO HAVE THE SAME SOFTWARE TO COMMUNICATE DATA ACROSS THE NETWORK. THIS PRODUCT IS CRITICAL TO PROVIDE AN ALTERNATIVE SOLUTION FOR THE ELECTRONIC DATA INTERCHANGE ENVIRONMENT PREVIOUS CONTRACT SS00-13-60026",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321318FDX030398_2800_NNG15SC39B_8000"
        },
        {
          "award_id": "1333LB18F00000236",
          "recipient": "REDHAWK IT SOLUTIONS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2018-09-21",
          "end_date": "2019-09-16",
          "amount": 34253.89,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO SOFTWARE MAINTENANCE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LB18F00000236_1323_NNG15SD38B_8000"
        },
        {
          "award_id": "80NSSC19F0729",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2019-08-01",
          "end_date": "2024-07-31",
          "amount": 1367623.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TASK ORDER FOR TIBCO SILVER SUPPORT PERPETUAL SOFTWARE MAINTENANCE. BASE PERIOD OF 8/1/19 - 7/31/19 WITH FOUR ONE-YEAR OPTION PERIODS.",
          "psc_code": "D311",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC19F0729_8000_NNG15SD00B_8000"
        },
        {
          "award_id": "12474019P0027",
          "recipient": "FEDRESULTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Agriculture",
          "sub_agency": "Agricultural Marketing Service",
          "action_date": "2019-08-20",
          "end_date": "2019-11-29",
          "amount": 22675.84,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ANALYTICS ARCHITECT TIBCO SOFTWARE FEDERAL INC",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12474019P0027_12K2_-NONE-_-NONE-"
        },
        {
          "award_id": "70T03019F2BCIO490",
          "recipient": "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2019-09-30",
          "end_date": "2021-09-26",
          "amount": 473824.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO SOFTWARE AND MAINTENANCE RE-COMPETE; BASE YEAR PERIOD OF PERFORMANCE (09/30/2019 THRU 09/29/2020)",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70T03019F2BCIO490_7013_HSHQDC12D00011_7001"
        },
        {
          "award_id": "1333LB20F00000316",
          "recipient": "4 STAR TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Census Bureau",
          "action_date": "2020-06-22",
          "end_date": "2024-09-16",
          "amount": 155176.14,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TIBCO QEDS SOFTWARE RENEWAL BASE W/OPTIONS",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333LB20F00000316_1323_NNG15SD06B_8000"
        },
        {
          "award_id": "36C10A20F0210",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2020-07-08",
          "end_date": "2025-07-07",
          "amount": 260709.15,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO SW MAINTENANCE",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10A20F0210_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "SP700020F0266",
          "recipient": "4 STAR TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Defense Logistics Agency",
          "action_date": "2020-08-01",
          "end_date": "2023-07-31",
          "amount": 75239.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "UP TO 36 MONTHS OF TIBCO FORESIGHT SOFTWARE MAINTENANCE SUPPORT.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_SP700020F0266_9700_NNG15SD06B_8000"
        },
        {
          "award_id": "70CTD020FR0000222",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2020-09-03",
          "end_date": "2021-09-02",
          "amount": 47085.84,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TIBCO JASPERSOFT PROFESSIONAL AND ENTERPRISE SOFTWARE LICENSES",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD020FR0000222_7012_HSHQDC12D00012_7001"
        },
        {
          "award_id": "70RCSA20FR0000118",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2020-09-29",
          "end_date": "2023-09-29",
          "amount": 13329807.02,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TO PROCURE TIBCO SOFTWARE MAINTENANCE FOR EXISTING PERPECTUAL LICENSES.",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RCSA20FR0000118_7001_NNG15SC71B_8000"
        },
        {
          "award_id": "H9240421P0001",
          "recipient": "SPATHE SYSTEMS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "U.S. Special Operations Command",
          "action_date": "2020-10-19",
          "end_date": "2025-10-18",
          "amount": 443510.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO EBX SOFTWARE MAINTENANCE",
          "psc_code": "D307",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_H9240421P0001_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "75N97021F00004",
          "recipient": "IT1 SOURCE LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2020-12-02",
          "end_date": "2023-11-29",
          "amount": 544786.61,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TIBCO SOFTWARE MAINTENANCE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N97021F00004_7529_HHSN316201500059W_7529"
        },
        {
          "award_id": "N6523621F0335",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2021-04-15",
          "end_date": "2025-04-15",
          "amount": 179641.27,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "P/N: TIBCO-JASP-PRO TIBCO JASPERSOFT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6523621F0335_9700_NNG15SD22B_8000"
        },
        {
          "award_id": "70CTD021FR0000141",
          "recipient": "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2021-07-15",
          "end_date": "2022-09-02",
          "amount": 49175.66,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PURCHASE OF SOFTWARE LICENSES TIBCO JASPER LICENSES",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD021FR0000141_7012_HSHQDC12D00011_7001"
        },
        {
          "award_id": "12474021F0051",
          "recipient": "ESCGOV, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Agriculture",
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          "excerpt": "TASK ORDER FOR TIBCO SILVER SUPPORT PERPETUAL SOFTWARE MAINTENANCE. BASE PERIOD OF 8/1/19 - 7/31/19 WITH FOUR ONE-YEAR OPTION PERIODS."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC19F0729",
          "excerpt": "TASK ORDER FOR TIBCO SILVER SUPPORT PERPETUAL SOFTWARE MAINTENANCE. BASE PERIOD OF 8/1/19 - 7/31/19 WITH FOUR ONE-YEAR OPTION PERIODS."
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FA953",
          "excerpt": "THIS DELIVERY ORDER IS FOR TIBCO SOFTWARE MAINTENANCE, AS PROVIDED BY QUOTE # 172600-2, DATED 07/26/2024.THE PERIOD OF PERFORMANCE IS AS FOLLOWS:  BASE YEAR: 08/01/24-07/31/25 OPTION YEAR 1: 08/01/25-"
        },
        {
          "pattern": "licences",
          "award_id": "HS002125FE024",
          "excerpt": "TIBCO WEBFOCUS LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102825F0778",
          "excerpt": "CLOUD SOFTWARE GROUP INC. TIBCO SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0871",
          "excerpt": "TIBCO SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321326FA0010027",
          "excerpt": "CALL ORDER ON BPA 28321323A0040008 FOR 12-MONTH SUBSCRIPTION RENEWAL TO TIBCO MANAGED FILE TRANSFER. PERIOD OF PERFORMANCE 11/25/25 - 11/24/26."
        },
        {
          "pattern": "licences",
          "award_id": "28321326FA0010027",
          "excerpt": "CALL ORDER ON BPA 28321323A0040008 FOR 12-MONTH SUBSCRIPTION RENEWAL TO TIBCO MANAGED FILE TRANSFER. PERIOD OF PERFORMANCE 11/25/25 - 11/24/26."
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FA0010001",
          "excerpt": "CONTINUE MAINTENANCE ON TIBCO SOFTWARE AND RENEW SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "licences",
          "award_id": "28321325FA0010001",
          "excerpt": "CONTINUE MAINTENANCE ON TIBCO SOFTWARE AND RENEW SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "renewal",
          "award_id": "28321324FA0010012",
          "excerpt": "RENEWAL SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "licences",
          "award_id": "28321324FA0010012",
          "excerpt": "RENEWAL SUBSCRIPTION TO TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "support",
          "award_id": "15F06722F0001027",
          "excerpt": "ZEBRA: CJIS20220269 ITAU/SWM CONTINUED JASPERSOFT SOFTWARE MAINTENANCE  TIBCO JASPERSOFT ENTERPRISE EDITION, PREMIUM SUPPORT, TIBCO JASPERSOFT ETL (BIENTPRE804) EACH PRODUCTION (PRODUCTION) QTY:4  TIB"
        },
        {
          "pattern": "renewal",
          "award_id": "15F06722F0001027",
          "excerpt": "ZEBRA: CJIS20220269 ITAU/SWM CONTINUED JASPERSOFT SOFTWARE MAINTENANCE  TIBCO JASPERSOFT ENTERPRISE EDITION, PREMIUM SUPPORT, TIBCO JASPERSOFT ETL (BIENTPRE804) EACH PRODUCTION (PRODUCTION) QTY:4  TIB"
        },
        {
          "pattern": "integration",
          "award_id": "15F06722F0001027",
          "excerpt": "ZEBRA: CJIS20220269 ITAU/SWM CONTINUED JASPERSOFT SOFTWARE MAINTENANCE  TIBCO JASPERSOFT ENTERPRISE EDITION, PREMIUM SUPPORT, TIBCO JASPERSOFT ETL (BIENTPRE804) EACH PRODUCTION (PRODUCTION) QTY:4  TIB"
        },
        {
          "pattern": "renewal",
          "award_id": "75N97021F00004",
          "excerpt": "TIBCO SOFTWARE MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "12474021F0051",
          "excerpt": "TIBCO SPOTFIRE LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "12474021F0051",
          "excerpt": "TIBCO SPOTFIRE LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70T03019F2BCIO490",
          "excerpt": "TIBCO SOFTWARE AND MAINTENANCE RE-COMPETE; BASE YEAR PERIOD OF PERFORMANCE (09/30/2019 THRU 09/29/2020)"
        },
        {
          "pattern": "support",
          "award_id": "70CTD021FR0000250",
          "excerpt": "THIS REQUIREMENT IS FOR TIBCO THREAT PREDICT SOFTWARE SOLUTION INCLUDING INSTALLATION AND CONFIGURATION SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "H9240421P0001",
          "excerpt": "TIBCO EBX SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "75N95021P00659",
          "excerpt": "RENEWAL OF ANNUAL SOFTWARE LICENSES FOR TIBCO SPOTFIRE AND COLUMBUS SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "75N95021P00659",
          "excerpt": "RENEWAL OF ANNUAL SOFTWARE LICENSES FOR TIBCO SPOTFIRE AND COLUMBUS SOFTWARE"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FA0010034",
          "excerpt": "RENEW SUBSCRIPTION FOR TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "licences",
          "award_id": "28321323FA0010034",
          "excerpt": "RENEW SUBSCRIPTION FOR TIBCO MANAGED FILE TRANSFER."
        },
        {
          "pattern": "support",
          "award_id": "75N98026F00001",
          "excerpt": "TIBCO MAINTENANCE BRONZE LICENSE RENEWAL AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "75N98026F00001",
          "excerpt": "TIBCO MAINTENANCE BRONZE LICENSE RENEWAL AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75N98026F00001",
          "excerpt": "TIBCO MAINTENANCE BRONZE LICENSE RENEWAL AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70T03024F7667N101",
          "excerpt": "TIBCO ENTERPRISE SERVICE BUS SOFTWARE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A20F0210",
          "excerpt": "TIBCO SW MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "70T03022F7667N069",
          "excerpt": "TIBCO ESBSUITE SOFTWARE AND SUPPORT SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "70T03021F7667N078",
          "excerpt": "TIBCO SOFTWARE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "140M0123F0053",
          "excerpt": "TIBCO OPENSPIRIT MAINTENANCE SILVER & BRONZE LEVEL FY24"
        },
        {
          "pattern": "renewal",
          "award_id": "13TECH26F0035",
          "excerpt": "TIBCO MANAGED FILE TRANSFER SUBSCRIPTION  IT PACT 26-417 DBIT: 125889"
        },
        {
          "pattern": "licences",
          "award_id": "13TECH26F0035",
          "excerpt": "TIBCO MANAGED FILE TRANSFER SUBSCRIPTION  IT PACT 26-417 DBIT: 125889"
        },
        {
          "pattern": "renewal",
          "award_id": "13ADEP25F00000079",
          "excerpt": "TWELVE-MONTHS RENEWAL OF TIBCO SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "13ADEP25F00000079",
          "excerpt": "TWELVE-MONTHS RENEWAL OF TIBCO SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "HC102824F0741",
          "excerpt": "TIBCO SW RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1331L522F13OS0152",
          "excerpt": "TIBCO SOFTWARE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13230175",
          "excerpt": "ANNUAL TIBCO MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB20F00000316",
          "excerpt": "TIBCO QEDS SOFTWARE RENEWAL BASE W/OPTIONS"
        },
        {
          "pattern": "renewal",
          "award_id": "12639523F0961",
          "excerpt": "THE PURPOSE OF THIS EFFORT IS TO RENEW THE TIBCO SPOTFIRE LICENSES UTILIZED BY AMS COTTON & TOBACCO."
        },
        {
          "pattern": "licences",
          "award_id": "12639523F0961",
          "excerpt": "THE PURPOSE OF THIS EFFORT IS TO RENEW THE TIBCO SPOTFIRE LICENSES UTILIZED BY AMS COTTON & TOBACCO."
        },
        {
          "pattern": "support",
          "award_id": "12639526F0686",
          "excerpt": "CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS"
        },
        {
          "pattern": "licences",
          "award_id": "12639526F0686",
          "excerpt": "CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS"
        },
        {
          "pattern": "renewal",
          "award_id": "W9124D24F0221",
          "excerpt": "TIBCO WEBFOCUS SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "W9124D24F0221",
          "excerpt": "TIBCO WEBFOCUS SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "H9241526PE001",
          "excerpt": "TIBCO EBX SOFTWARE MAINTENANCE SILVER SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "H9241526PE001",
          "excerpt": "TIBCO EBX SOFTWARE MAINTENANCE SILVER SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "36C10B25F0174",
          "excerpt": "ACTION IS FOR BRAND NAME TIBCO SOFTWARE INC., TIBCO INSTREAM HIPPA VALIDATOR TOOL SOFTWARE MAINTENANCE AND SUPPORT IN SUPPORT OF VA FSC. ."
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B25F0174",
          "excerpt": "ACTION IS FOR BRAND NAME TIBCO SOFTWARE INC., TIBCO INSTREAM HIPPA VALIDATOR TOOL SOFTWARE MAINTENANCE AND SUPPORT IN SUPPORT OF VA FSC. ."
        },
        {
          "pattern": "support",
          "award_id": "12639525F0964",
          "excerpt": "FY25-000448 MRP-0560 APPROVED. CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS FOR THE UNITED STATES DEPARTMENT OF AGRICULTURE (USDA), AGRICULTURAL MARKETING SERVICE (AMS), COTTON & TOB"
        },
        {
          "pattern": "licences",
          "award_id": "12639525F0964",
          "excerpt": "FY25-000448 MRP-0560 APPROVED. CLOUD SOFTWARE GROUP TIBCO SPOTFIRE LICENSE & SUPPORT PRODUCTS FOR THE UNITED STATES DEPARTMENT OF AGRICULTURE (USDA), AGRICULTURAL MARKETING SERVICE (AMS), COTTON & TOB"
        },
        {
          "pattern": "renewal",
          "award_id": "75D30123F17777",
          "excerpt": "CDC TIBCO CLOUD RENEWAL 2023"
        },
        {
          "pattern": "support",
          "award_id": "FA877124F0050",
          "excerpt": "THE ARMS PMO FUNCTIONALITY CONTRIBUTES SIGNIFICANTLY TO THE HAF/A30 MISSION AND RELIES ON THE EMBEDDED TIBCO JASPERSOFT AD HOC REPORTING TOOL SOFTWARE AND SUPPORT TO ACCOMPLISH THAT FUNCTIONALITY."
        },
        {
          "pattern": "renewal",
          "award_id": "FA877123F0062",
          "excerpt": "TIBCO JASPERSOFT LICENSE AND MAINTENANCE FOR ARMS PMO"
        },
        {
          "pattern": "licences",
          "award_id": "FA877123F0062",
          "excerpt": "TIBCO JASPERSOFT LICENSE AND MAINTENANCE FOR ARMS PMO"
        },
        {
          "pattern": "integration",
          "award_id": "70CTD025FR0000064",
          "excerpt": "THIS AWARD PROVIDES TIBCO JASPERSOFT BUSINESS INTELLIGENCE REPORTING TOOL LICENSES, WHICH DELIVER REPORTING, DASHBOARD, ANALYSIS, AND DATA INTEGRATION SERVICES FOR THE OFFICE OF THE CHIEF INFORMATION "
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000064",
          "excerpt": "THIS AWARD PROVIDES TIBCO JASPERSOFT BUSINESS INTELLIGENCE REPORTING TOOL LICENSES, WHICH DELIVER REPORTING, DASHBOARD, ANALYSIS, AND DATA INTEGRATION SERVICES FOR THE OFFICE OF THE CHIEF INFORMATION "
        },
        {
          "pattern": "support",
          "award_id": "SP700020F0266",
          "excerpt": "UP TO 36 MONTHS OF TIBCO FORESIGHT SOFTWARE MAINTENANCE SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "SP700020F0266",
          "excerpt": "UP TO 36 MONTHS OF TIBCO FORESIGHT SOFTWARE MAINTENANCE SUPPORT."
        },
        {
          "pattern": "integration",
          "award_id": "75D30122F14570",
          "excerpt": "TIBCO CLOUD INTEGRATION"
        },
        {
          "pattern": "licences",
          "award_id": "75N98026F00014",
          "excerpt": "TIBCO SPLUS SOFTWARE LICENSES - NIH/CIT"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L526F13OS0001",
          "excerpt": "TIBCO SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L526F13OS0001",
          "excerpt": "TIBCO SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD022FR0000111",
          "excerpt": "PURCHASE OF TIBCO JASPERSOFT LICENSES FOR FFMS. POP: 09/01/2022 TO 08/31/2023."
        },
        {
          "pattern": "licences",
          "award_id": "70CTD021FR0000141",
          "excerpt": "PURCHASE OF SOFTWARE LICENSES  TIBCO JASPER LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "1333ND26FNB180073",
          "excerpt": "TIBCO MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND26FNB180073",
          "excerpt": "TIBCO MAINTENANCE AND SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L525F13OS0011",
          "excerpt": "TIBCO MAINTENANCE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD020FR0000222",
          "excerpt": "TIBCO JASPERSOFT PROFESSIONAL AND ENTERPRISE SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "1333ND25FNB180079",
          "excerpt": "TIBCO BRONZE MAINTENANCE AND SUPPORT SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND25FNB180079",
          "excerpt": "TIBCO BRONZE MAINTENANCE AND SUPPORT SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "1305M423FNAAJ0068",
          "excerpt": "TIBCO ANNUAL SOFTWARE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA725",
          "excerpt": "TIBCO JASPERSOFT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1333ND24FNB180074",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT (RENEWAL)"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND24FNB180074",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT (RENEWAL)"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F13OS0003",
          "excerpt": "TASK ORDER FOR TIBCO MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F13OS0263",
          "excerpt": "TIBCO MAINTENANCE SOFTWARE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "1305M422FNAAJ0071",
          "excerpt": "TIBCO SILVER SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13OS0002",
          "excerpt": "TIBCO MAINTENANCE - SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1333ND23FNB180103",
          "excerpt": "TIBCO SOFTWARE LICENSES, ANNUAL MAINTENANCE AND SUPPORT SERVICES (RENEWAL)"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND23FNB180103",
          "excerpt": "TIBCO SOFTWARE LICENSES, ANNUAL MAINTENANCE AND SUPPORT SERVICES (RENEWAL)"
        },
        {
          "pattern": "licences",
          "award_id": "1333ND23FNB180103",
          "excerpt": "TIBCO SOFTWARE LICENSES, ANNUAL MAINTENANCE AND SUPPORT SERVICES (RENEWAL)"
        },
        {
          "pattern": "support",
          "award_id": "1333ND22FNB180149",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1333ND22FNB180149",
          "excerpt": "TIBCO BRONZE MAINTENANCE SUPPORT SERVICE"
        },
        {
          "pattern": "renewal",
          "award_id": "1333LB18F00000236",
          "excerpt": "TIBCO SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "91990422P0023",
          "excerpt": "TIBCO SPOTFIRE MAINTENANCE BRONZE - POP 9/10/2022 TO 9/9/2023 FOR TIBCO SPOTFIRE ANALYST PRODUCTION, TIBCO SPOTFIRE CONSUMER, TIBCO SPOTFIRE SERVER, TIBCO SPOTFIRE STATISTICS SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "91990423P0020",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER IS TO PROCURE MAINTENANCE AND SUPPORT SERVICES FOR TIBCO SPOTFIRE SOFTWARE TO THE OFFICE OF INSPECTOR GENERAL, TECHNOLOGY SERVICES FOR ODAS."
        },
        {
          "pattern": "renewal",
          "award_id": "91990423P0020",
          "excerpt": "THE PURPOSE OF THIS PURCHASE ORDER IS TO PROCURE MAINTENANCE AND SUPPORT SERVICES FOR TIBCO SPOTFIRE SOFTWARE TO THE OFFICE OF INSPECTOR GENERAL, TECHNOLOGY SERVICES FOR ODAS."
        },
        {
          "pattern": "renewal",
          "award_id": "W911QY22F0261",
          "excerpt": "TIBCO SOFTWARE ANNUAL RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "DOCYA132317NC0149",
          "excerpt": "TIBCO RENEWAL - IGF::OT::IGF"
        },
        {
          "pattern": "renewal",
          "award_id": "12314424F0359",
          "excerpt": "FY24 FARM PRODUCTION AND CONSERVATION (FPAC) TIBCO SOFTWARE RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 59,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 59,
        "low": 9783.0,
        "p25": 49872.83,
        "median": 172660.0,
        "p75": 1002386.46,
        "high": 26400272.12,
        "from": "2017-07-01",
        "to": "2026-08-27"
      },
      "clean_count": 59,
      "scope_counts": {
        "renewal": 35,
        "license": 24,
        "support": 21,
        "services": 3,
        "unknown": 8
      },
      "observed_low": 9783.0,
      "observed_high": 26400272.12,
      "observed_median": 172660.0,
      "observed_total": 79472559.06,
      "award_count": 91,
      "agency_count": 12,
      "date_range": {
        "from": "2017-07-01",
        "to": "2026-08-27"
      },
      "last_verified": "2026-10-05",
      "name": "TIBCO",
      "slug": "tibco",
      "prose": {
        "answer_lead": "US public agencies have awarded Cloud Software Group contracts for TIBCO. The lowest recorded contract amount is $9,783. The highest recorded contract amount is $26,400,272.12.",
        "renewal_watch": "TIBCO appears in 91 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $9,783 to $26,400,272, the largest being $26,400,272 to Department of Homeland Security in 2023. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the range of contract awards for TIBCO licenses and renewals?",
            "answer": "Contract awards for TIBCO licenses and renewals range from a low of $9,783 to a high of $26,400,272.12. The median award for these types of contracts is $172,660, based on 59 awards. A quarter of these awards are below $49,872.83, and three-quarters are below $1,002,386.46.",
            "award_ids": []
          },
          {
            "question": "What is the cost of TIBCO software maintenance?",
            "answer": "Awards for TIBCO software maintenance vary. For instance, the Department of Energy had an award for $2,708,965.88 for TIBCO annual maintenance renewal.",
            "award_ids": [
              "89503024FWA400892",
              "36C10A20F0210",
              "1331L524F13OS0003"
            ]
          },
          {
            "question": "Are there contracts that include both TIBCO licenses and support?",
            "answer": "Yes, some contracts include both TIBCO licenses and support. For example, the Department of Agriculture had an award for $522,105.50 for TIBCO Spotfire licenses and maintenance.",
            "award_ids": [
              "12474021F0051",
              "FA877123F0062",
              "70T03023F7667N039"
            ]
          },
          {
            "question": "What is the cost for TIBCO Managed File Transfer subscriptions?",
            "answer": "The Social Security Administration has multiple awards for TIBCO Managed File Transfer subscriptions. One award was for $712,776 for a renewal subscription.",
            "award_ids": [
              "28321324FA0010012",
              "28321325FA0010001",
              "1333LB24C00000008"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 59 awards for licenses and renewals.",
            "The Department of Homeland Security was awarded $26,400,272.12 for a TIBCO license agreement."
          ],
          "rewritten": [
            "US public agencies have awarded Cloud Software Group contracts for TIBCO with am",
            "US public agencies have awarded Cloud Software Group contracts for TIBCO. The lo",
            "Agencies frequently renew TIBCO licenses and support. For example, the Departmen",
            "The Department of Homeland Security was awarded $26,400,272.12 for a TIBCO licen",
            "Awards for TIBCO software maintenance vary. For instance, the Department of Ener",
            "Yes, some contracts include both TIBCO licenses and support. For example, the De",
            "The Social Security Administration has multiple awards for TIBCO Managed File Tr"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 91 public contract awards from 12 awarding agencies.",
          "The figures below are computed from 59 licence and renewal awards; the other 32 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 17.6, and the highest is 2698.6 times the lowest.",
          "25 of 91 awards (27%) come from Department of Commerce.",
          "The most frequent recipient across these awards is EC AMERICA, INC, on 16 awards (18%).",
          "The records span 2017-07-01 to 2026-08-27."
        ],
        "numbers": [
          27,
          18,
          2698.6,
          17.6,
          12,
          25,
          16,
          59,
          32
        ],
        "basis_sentence": "The figures below are computed from 59 licence and renewal awards; the other 32 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "renewal": 35,
          "license": 24,
          "support": 21,
          "services": 3,
          "unknown": 8
        },
        "agency_names": [
          "Department of Commerce",
          "Department of Defense",
          "Department of Homeland Security",
          "Social Security Administration",
          "Department of Agriculture",
          "Department of Health and Human Services",
          "Department of Energy",
          "National Aeronautics and Space Administration",
          "Department of Veterans Affairs",
          "Department of Education",
          "Department of Justice",
          "Department of the Interior"
        ],
        "agency_counts": {
          "Department of Commerce": 25,
          "Department of Homeland Security": 13,
          "Department of Energy": 3,
          "Social Security Administration": 10,
          "National Aeronautics and Space Administration": 3,
          "Department of Agriculture": 7,
          "Department of Veterans Affairs": 2,
          "Department of Defense": 18,
          "Department of Health and Human Services": 6,
          "Department of Justice": 1,
          "Department of Education": 2,
          "Department of the Interior": 1
        },
        "recipient_counts": {
          "EC AMERICA, INC": 16,
          "BLUE TECH INC.": 6,
          "FCN, INC.": 4,
          "IMMIXTECHNOLOGY INC": 1,
          "REDHAWK IT SOLUTIONS, LLC": 4,
          "FEDRESULTS, INC.": 1,
          "C & C INTERNATIONAL COMPUTERS & CONSULTANTS, INC.": 3,
          "4 STAR TECHNOLOGIES, INC.": 5,
          "ARCHITECHTURE SOLUTIONS LLC": 3,
          "SPATHE SYSTEMS LLC": 1,
          "IT1 SOURCE LLC": 3,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "ESCGOV, INC.": 1,
          "REVVITY SIGNALS SOFTWARE, INC.": 1,
          "SKYEPOINT DECISIONS, INC.": 1,
          "ESSNOVA SOLUTIONS, INC.": 1,
          "NEW TECH SOLUTIONS, INC.": 12,
          "ACCESSAGILITY LLC": 4,
          "TECHANAX LLC": 1,
          "RED RIVER TECHNOLOGY LLC": 1,
          "KA'ALA SYSTEMS TECHNOLOGY CORPORATION": 1,
          "STERLING COMPUTERS CORPORATION": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 4,
          "COUNTERTRADE PRODUCTS, INC.": 1,
          "CARAHSOFT TECHNOLOGY CORP": 4,
          "ASSURANCE DATA INC": 1,
          "REGENCY CONSULTING INC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "ENSPYRE LLC": 1,
          "AKIRA TECHNOLOGIES INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 2,
          "GOVSMART, INC.": 1,
          "SPATHE STRATEGIC SUPPORT JV LLC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Commerce",
        "top_recipient": "EC AMERICA, INC",
        "spread_ratio": 2698.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for TIBCO\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$13.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$26.4M</text><line x1=\"56\" y1=\"214.7\" x2=\"704\" y2=\"214.7\" class=\"pp-median\"/><text x=\"704\" y=\"208.7\" class=\"pp-median-label\" text-anchor=\"end\">median $173k</text><rect x=\"57.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>DOCYA132317NC0149 — $13k — Department of Commerce — 2017-07-01</title></rect><rect x=\"64.5\" y=\"127.2\" width=\"4.4\" height=\"88.8\" class=\"pp-bar\"><title>HSHQDC17J00458 — $12.2M — Department of Homeland Security — 2017-09-29</title></rect><rect x=\"71.6\" y=\"202.5\" width=\"4.4\" height=\"13.5\" class=\"pp-bar\"><title>89503418FWA400179 — $1.9M — Department of Energy — 2018-07-12</title></rect><rect x=\"78.7\" y=\"195.9\" width=\"4.4\" height=\"20.1\" class=\"pp-bar\"><title>28321318FDX030398 — $2.8M — Social Security Administration — 2018-07-26</title></rect><rect x=\"85.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB18F00000236 — $34k — Department of Commerce — 2018-09-21</title></rect><rect x=\"93.0\" y=\"206.1\" width=\"4.4\" height=\"9.9\" class=\"pp-bar\"><title>80NSSC19F0729 — $1.4M — National Aeronautics and Space Administration — 2019-08-01</title></rect><rect x=\"100.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12474019P0027 — $23k — Department of Agriculture — 2019-08-20</title></rect><rect x=\"107.2\" y=\"212.6\" width=\"4.4\" height=\"3.4\" class=\"pp-bar\"><title>70T03019F2BCIO490 — $474k — Department of Homeland Security — 2019-09-30</title></rect><rect x=\"114.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB20F00000316 — $155k — Department of Commerce — 2020-06-22</title></rect><rect x=\"121.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>36C10A20F0210 — $261k — Department of Veterans Affairs — 2020-07-08</title></rect><rect x=\"128.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>SP700020F0266 — $75k — Department of Defense — 2020-08-01</title></rect><rect x=\"135.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD020FR0000222 — $47k — Department of Homeland Security — 2020-09-03</title></rect><rect x=\"142.8\" y=\"119.1\" width=\"4.4\" height=\"96.9\" class=\"pp-bar\"><title>70RCSA20FR0000118 — $13.3M — Department of Homeland Security — 2020-09-29</title></rect><rect x=\"149.9\" y=\"212.8\" width=\"4.4\" height=\"3.2\" class=\"pp-bar\"><title>H9240421P0001 — $444k — Department of Defense — 2020-10-19</title></rect><rect x=\"157.0\" y=\"212.0\" width=\"4.4\" height=\"4.0\" class=\"pp-bar\"><title>75N97021F00004 — $545k — Department of Health and Human Services — 2020-12-02</title></rect><rect x=\"164.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>N6523621F0335 — $180k — Department of Defense — 2021-04-15</title></rect><rect x=\"171.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000141 — $49k — Department of Homeland Security — 2021-07-15</title></rect><rect x=\"178.4\" y=\"212.2\" width=\"4.4\" height=\"3.8\" class=\"pp-bar\"><title>12474021F0051 — $522k — Department of Agriculture — 2021-08-06</title></rect><rect x=\"185.5\" y=\"199.6\" width=\"4.4\" height=\"16.4\" class=\"pp-bar\"><title>89503421FWA401145 — $2.3M — Department of Energy — 2021-08-19</title></rect><rect x=\"192.6\" y=\"213.1\" width=\"4.4\" height=\"2.9\" class=\"pp-bar\"><title>75N95021P00659 — $396k — Department of Health and Human Services — 2021-09-24</title></rect><rect x=\"199.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70T03021F7667N078 — $235k — Department of Homeland Security — 2021-09-27</title></rect><rect x=\"206.9\" y=\"212.7\" width=\"4.4\" height=\"3.3\" class=\"pp-bar\"><title>70CTD021FR0000250 — $451k — Department of Homeland Security — 2021-09-29</title></rect><rect x=\"214.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>N0018921PZ540 — $141k — Department of Defense — 2021-09-30</title></rect><rect x=\"221.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L522F13OS0152 — $163k — Department of Commerce — 2022-03-27</title></rect><rect x=\"228.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L522F13420172 — $37k — Department of Commerce — 2022-04-12</title></rect><rect x=\"235.4\" y=\"205.1\" width=\"4.4\" height=\"10.9\" class=\"pp-bar\"><title>28321322FDX030133 — $1.5M — Social Security Administration — 2022-05-17</title></rect><rect x=\"242.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND22FNB180149 — $35k — Department of Commerce — 2022-05-27</title></rect><rect x=\"249.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>W911QY22F0261 — $15k — Department of Defense — 2022-06-30</title></rect><rect x=\"256.7\" y=\"211.3\" width=\"4.4\" height=\"4.7\" class=\"pp-bar\"><title>15F06722F0001027 — $647k — Department of Justice — 2022-07-01</title></rect><rect x=\"263.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1305M422FNAAJ0071 — $40k — Department of Commerce — 2022-07-14</title></rect><rect x=\"271.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L522F13230149 — $86k — Department of Commerce — 2022-07-26</title></rect><rect x=\"278.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HTC71122PD004 — $23k — Department of Defense — 2022-08-03</title></rect><rect x=\"285.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>75D30122F14570 — $72k — Department of Health and Human Services — 2022-08-26</title></rect><rect x=\"292.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD022FR0000111 — $51k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"299.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0894 — $157k — Department of Defense — 2022-09-03</title></rect><rect x=\"306.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>91990422P0023 — $24k — Department of Education — 2022-09-10</title></rect><rect x=\"313.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70T03022F7667N069 — $246k — Department of Homeland Security — 2022-09-27</title></rect><rect x=\"320.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L523F13OS0002 — $39k — Department of Commerce — 2022-10-16</title></rect><rect x=\"327.9\" y=\"213.4\" width=\"4.4\" height=\"2.6\" class=\"pp-bar\"><title>28321323FA0010034 — $353k — Social Security Administration — 2022-11-25</title></rect><rect x=\"335.1\" y=\"205.8\" width=\"4.4\" height=\"10.2\" class=\"pp-bar\"><title>HT001523F0010 — $1.4M — Department of Defense — 2022-12-14</title></rect><rect x=\"342.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>FA877123F0062 — $79k — Department of Defense — 2023-03-29</title></rect><rect x=\"349.3\" y=\"205.6\" width=\"4.4\" height=\"10.4\" class=\"pp-bar\"><title>28321323FA0010105 — $1.4M — Social Security Administration — 2023-05-15</title></rect><rect x=\"356.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND23FNB180103 — $37k — Department of Commerce — 2023-05-27</title></rect><rect x=\"363.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L523F13420416 — $57k — Department of Commerce — 2023-07-11</title></rect><rect x=\"370.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1305M423FNAAJ0068 — $43k — Department of Commerce — 2023-07-14</title></rect><rect x=\"377.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L523F13230175 — $162k — Department of Commerce — 2023-08-11</title></rect><rect x=\"384.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>75D30123F17777 — $95k — Department of Health and Human Services — 2023-08-26</title></rect><rect x=\"392.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639523F0961 — $123k — Department of Agriculture — 2023-08-27</title></rect><rect x=\"399.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>91990423P0020 — $24k — Department of Education — 2023-09-10</title></rect><rect x=\"406.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70T03023F7667N039 — $267k — Department of Homeland Security — 2023-09-27</title></rect><rect x=\"413.4\" y=\"24.0\" width=\"4.4\" height=\"192.0\" class=\"pp-bar\"><title>70RDAD23FR0000145 — $26.4M — Department of Homeland Security — 2023-09-30</title></rect><rect x=\"420.5\" y=\"209.6\" width=\"4.4\" height=\"6.4\" class=\"pp-bar\"><title>HC102823F1460 — $882k — Department of Defense — 2023-10-01</title></rect><rect x=\"427.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>140M0123F0053 — $210k — Department of the Interior — 2023-10-01</title></rect><rect x=\"434.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L524F13OS0003 — $40k — Department of Commerce — 2023-10-16</title></rect><rect x=\"441.9\" y=\"210.8\" width=\"4.4\" height=\"5.2\" class=\"pp-bar\"><title>28321324FA0010012 — $713k — Social Security Administration — 2023-11-25</title></rect><rect x=\"449.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>FA877124F0050 — $81k — Department of Defense — 2024-03-29</title></rect><rect x=\"456.1\" y=\"205.6\" width=\"4.4\" height=\"10.4\" class=\"pp-bar\"><title>28321324FA0010086 — $1.4M — Social Security Administration — 2024-05-10</title></rect><rect x=\"463.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>W9124D24F0221 — $112k — Department of Defense — 2024-05-10</title></rect><rect x=\"470.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND24FNB180074 — $40k — Department of Commerce — 2024-05-27</title></rect><rect x=\"477.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L524F13OS0263 — $40k — Department of Commerce — 2024-05-31</title></rect><rect x=\"484.6\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB24C00000008 — $175k — Department of Commerce — 2024-07-02</title></rect><rect x=\"491.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12314424F0359 — $10k — Department of Agriculture — 2024-07-28</title></rect><rect x=\"498.8\" y=\"208.3\" width=\"4.4\" height=\"7.7\" class=\"pp-bar\"><title>80NSSC24FA953 — $1.1M — National Aeronautics and Space Administration — 2024-08-01</title></rect><rect x=\"506.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HTC71124PD007 — $29k — Department of Defense — 2024-08-03</title></rect><rect x=\"513.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639524F1139 — $107k — Department of Agriculture — 2024-08-29</title></rect><rect x=\"520.2\" y=\"196.3\" width=\"4.4\" height=\"19.7\" class=\"pp-bar\"><title>89503024FWA400892 — $2.7M — Department of Energy — 2024-08-31</title></rect><rect x=\"527.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102824F0741 — $173k — Department of Defense — 2024-09-03</title></rect><rect x=\"534.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333LB24F00000218 — $43k — Department of Commerce — 2024-09-17</title></rect><rect x=\"541.6\" y=\"213.9\" width=\"4.4\" height=\"2.1\" class=\"pp-bar\"><title>70T03024F7667N101 — $293k — Department of Homeland Security — 2024-09-27</title></rect><rect x=\"548.7\" y=\"208.7\" width=\"4.4\" height=\"7.3\" class=\"pp-bar\"><title>HC102824F0871 — $999k — Department of Defense — 2024-10-01</title></rect><rect x=\"555.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L525F13OS0011 — $47k — Department of Commerce — 2024-10-16</title></rect><rect x=\"562.9\" y=\"210.6\" width=\"4.4\" height=\"5.4\" class=\"pp-bar\"><title>28321325FA0010001 — $748k — Social Security Administration — 2024-10-18</title></rect><rect x=\"570.1\" y=\"208.3\" width=\"4.4\" height=\"7.7\" class=\"pp-bar\"><title>HS002125FE024 — $1.1M — Department of Defense — 2025-02-07</title></rect><rect x=\"577.2\" y=\"205.3\" width=\"4.4\" height=\"10.7\" class=\"pp-bar\"><title>28321325FA0010114 — $1.5M — Social Security Administration — 2025-05-15</title></rect><rect x=\"584.3\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND25FNB180079 — $44k — Department of Commerce — 2025-05-27</title></rect><rect x=\"591.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>13ADEP25F00000079 — $189k — Department of Commerce — 2025-07-01</title></rect><rect x=\"598.5\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>36C10B25F0174 — $110k — Department of Veterans Affairs — 2025-07-09</title></rect><rect x=\"605.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA725 — $42k — National Aeronautics and Space Administration — 2025-08-24</title></rect><rect x=\"612.8\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639525F0964 — $105k — Department of Agriculture — 2025-08-27</title></rect><rect x=\"619.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD025FR0000064 — $76k — Department of Homeland Security — 2025-09-01</title></rect><rect x=\"627.0\" y=\"208.7\" width=\"4.4\" height=\"7.3\" class=\"pp-bar\"><title>HC102825F0778 — $1.0M — Department of Defense — 2025-10-01</title></rect><rect x=\"634.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L526F13OS0001 — $52k — Department of Commerce — 2025-10-16</title></rect><rect x=\"641.3\" y=\"213.8\" width=\"4.4\" height=\"2.2\" class=\"pp-bar\"><title>75N98026F00001 — $304k — Department of Health and Human Services — 2025-11-30</title></rect><rect x=\"648.4\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>H9241526PE001 — $112k — Department of Defense — 2026-01-16</title></rect><rect x=\"655.5\" y=\"210.4\" width=\"4.4\" height=\"5.6\" class=\"pp-bar\"><title>28321326FA0010027 — $771k — Social Security Administration — 2026-02-04</title></rect><rect x=\"662.6\" y=\"205.0\" width=\"4.4\" height=\"11.0\" class=\"pp-bar\"><title>28321326FA0010107 — $1.5M — Social Security Administration — 2026-05-27</title></rect><rect x=\"669.7\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1333ND26FNB180073 — $48k — Department of Commerce — 2026-05-27</title></rect><rect x=\"676.9\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>1331L526F13OS0096 — $49k — Department of Commerce — 2026-05-31</title></rect><rect x=\"684.0\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>13TECH26F0035 — $205k — Department of Commerce — 2026-07-01</title></rect><rect x=\"691.1\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>75N98026F00014 — $58k — Department of Health and Human Services — 2026-07-01</title></rect><rect x=\"698.2\" y=\"214.0\" width=\"4.4\" height=\"2.0\" class=\"pp-bar\"><title>12639526F0686 — $120k — Department of Agriculture — 2026-08-27</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-07-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-08-27</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (91 awards, obligated)</text></svg>",
      "published_date": "2026-09-25",
      "url": "/tibco/",
      "changelog": [
        {
          "date": "2026-09-25",
          "note": "Initial publication: 91 awards, $9,783–$26,400,272."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "microstrategy": {
      "product_slug": "microstrategy",
      "product_name": "MicroStrategy",
      "vendor": "Strategy",
      "list_price": null,
      "awards": [
        {
          "award_id": "DTFT6014F00022",
          "recipient": "MICROSTRATEGY SERVICES CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Transit Administration",
          "action_date": "2014-07-01",
          "end_date": "2019-06-30",
          "amount": 344098.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PROCURE BUSINESS INTELLIGENCE TOOL CALLED MICRO STRATEGY. THE PURPOSE OF THIS TOOL IS TO ASSIST THE TRAMS AND NTD END-USERS TO ANALYZE AND UNDERSTAND DATA FROM THESE SYSTEMS.",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DTFT6014F00022_6955_GS35F0846P_4730"
        },
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          "award_id": "DTFT6014F00022",
          "excerpt": "IGF::OT::IGF PROCURE BUSINESS INTELLIGENCE TOOL CALLED MICRO STRATEGY.  THE PURPOSE OF THIS TOOL IS TO ASSIST THE TRAMS AND NTD END-USERS TO ANALYZE AND UNDERSTAND DATA FROM THESE SYSTEMS."
        },
        {
          "pattern": "support",
          "award_id": "75P00118F00160",
          "excerpt": "TASK ORDER AGAINST HHSN316201200078W TO SUPPORT THE OPERATIONS AND MAINTENANCE (O M)  OF THE MICROSTRATEGY SOFTWARE FOR PREDICTIVE ANALYTICS AND FORECASTING FOR PSC AND ASA COMPONENTS"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00118F00160",
          "excerpt": "TASK ORDER AGAINST HHSN316201200078W TO SUPPORT THE OPERATIONS AND MAINTENANCE (O M)  OF THE MICROSTRATEGY SOFTWARE FOR PREDICTIVE ANALYTICS AND FORECASTING FOR PSC AND ASA COMPONENTS"
        },
        {
          "pattern": "renewal",
          "award_id": "1605TB26F00033",
          "excerpt": "MICROSTRATEGY STRATEGY CLOUD SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1605TB26F00033",
          "excerpt": "MICROSTRATEGY STRATEGY CLOUD SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "273FCC21F0193",
          "excerpt": "MICROSTRATEGY (FY21) RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FDX030051",
          "excerpt": "RENEWAL OF DELIVERY ORDER 28321324FDX030051 FOR MAINTENANCE ON MICROSTRATEGY BI TOOL."
        },
        {
          "pattern": "support",
          "award_id": "1645BC19C0003",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12 MONTH BASE AND 4 12-MONTH OPTIONS CONTRACT POP FROM 04-30-2019 THROUGH 04-29-2024 IF ALL OPTIONS ARE EXERCISED"
        },
        {
          "pattern": "licences",
          "award_id": "1645BC19C0003",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12 MONTH BASE AND 4 12-MONTH OPTIONS CONTRACT POP FROM 04-30-2019 THROUGH 04-29-2024 IF ALL OPTIONS ARE EXERCISED"
        },
        {
          "pattern": "renewal",
          "award_id": "28321324FDX030051",
          "excerpt": "RENEWAL OF 28321323FDX030042 FOR MAINTENANCE ON MICROSTRATEGY BI TOOL SOFTWARE."
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030042",
          "excerpt": "ANNUAL RENEWAL OF MICROSTRATEGY BUSINESS INTELLIGENCE TOOL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321322FDX030063",
          "excerpt": "ANNUAL MAINTENANCE RENEWAL OF 28321321FDX030066 FOR MICROSTRATEGY BUSINESS INTELLIGENCE TOOL."
        },
        {
          "pattern": "support",
          "award_id": "95332A23F00036",
          "excerpt": "THIS AWARD IS MADE BY THE CORPORATION FOR NATIONAL AND COMMUNITY SERVICE (CNCS/AMERICORPS) OFFICE OF PROCUREMENT SERVICES ON BEHALF OF THE OFFICE OF INFORMATION TECHNOLOGY. THIS IS A FIRM-FIXED-PRICE "
        },
        {
          "pattern": "support",
          "award_id": "28321324FDX030054",
          "excerpt": "ESTABLISH A BASE YEAR PLUS TWO OPTION YEARS AND ONE SIX-MONTH OPTION FOR MICROSTRATEGY SOFTWARE LICENSES, MAINTENANCE, AND TECHNICAL SUPPORT. PERIOD OF PERFORMANCE IS 02/15/2024 - 02/14/2027. PREVIOUS"
        },
        {
          "pattern": "renewal",
          "award_id": "28321324FDX030054",
          "excerpt": "ESTABLISH A BASE YEAR PLUS TWO OPTION YEARS AND ONE SIX-MONTH OPTION FOR MICROSTRATEGY SOFTWARE LICENSES, MAINTENANCE, AND TECHNICAL SUPPORT. PERIOD OF PERFORMANCE IS 02/15/2024 - 02/14/2027. PREVIOUS"
        },
        {
          "pattern": "licences",
          "award_id": "28321324FDX030054",
          "excerpt": "ESTABLISH A BASE YEAR PLUS TWO OPTION YEARS AND ONE SIX-MONTH OPTION FOR MICROSTRATEGY SOFTWARE LICENSES, MAINTENANCE, AND TECHNICAL SUPPORT. PERIOD OF PERFORMANCE IS 02/15/2024 - 02/14/2027. PREVIOUS"
        },
        {
          "pattern": "support",
          "award_id": "9523ZY22F0075",
          "excerpt": "MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY22F0075",
          "excerpt": "MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "licences",
          "award_id": "9523ZY22F0075",
          "excerpt": "MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "support",
          "award_id": "95332A26F00035",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT AND TECH SUPPORT EXTENSION  PERIOD OF PERFORMANCE: 09/30/2026 - 09/29/2027"
        },
        {
          "pattern": "support",
          "award_id": "1645DC20C0001",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12-MONTH BASE AND TWO (2) 12-MONTH OPTIONS PERIODS  CONTRACT COMMENCING ON 01-14-2020 THROUGH 01-14-2021"
        },
        {
          "pattern": "licences",
          "award_id": "1645DC20C0001",
          "excerpt": "MICROSTRATEGY LICENSES&SUPPORT WITH A 12-MONTH BASE AND TWO (2) 12-MONTH OPTIONS PERIODS  CONTRACT COMMENCING ON 01-14-2020 THROUGH 01-14-2021"
        },
        {
          "pattern": "renewal",
          "award_id": "75N90025F00086",
          "excerpt": "MICROSTRATEGY'S EXECUTIVE INFORMATION SYSTEM (EIS) LICENSES & MAINTENANCE FROM VERTOSOFT LLC:1334725 [25-006732]"
        },
        {
          "pattern": "licences",
          "award_id": "75N90025F00086",
          "excerpt": "MICROSTRATEGY'S EXECUTIVE INFORMATION SYSTEM (EIS) LICENSES & MAINTENANCE FROM VERTOSOFT LLC:1334725 [25-006732]"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM26P0946",
          "excerpt": "CONTINUED MICROSTRATEGY SUPPORT FOLLOW-ON TO 19AQMM25P1052"
        },
        {
          "pattern": "renewal",
          "award_id": "47HAA023F0075",
          "excerpt": "MICROSTRATEGY LICENSE RENEWAL 2023"
        },
        {
          "pattern": "licences",
          "award_id": "47HAA023F0075",
          "excerpt": "MICROSTRATEGY LICENSE RENEWAL 2023"
        },
        {
          "pattern": "support",
          "award_id": "1605TB21F00142",
          "excerpt": "NON-LABOR RE-COMPETE OF MICROSTRATEGY SERVER CPU AND PRODUCT SUPPORT.  PERIOD OF PERFORMANCE SHALL BE FROM SEPTEMBER 11, 2021 THROUGH SEPTEMBER 10, 2022 PLUS TWO OPTION YEARS.  THE PREVIOUS CONTRACT N"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM25P1052",
          "excerpt": "AWARD OF THE MICROSTRATEGY SOFTWARE RENEWAL: INCORPORATING QUOTE# GS2505285CD96 DATED 06/25/2025."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM24F0453",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM24F0453",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM23F1750",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,399.08."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM23F1750",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,399.08."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22F2259",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,389.82."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22F2259",
          "excerpt": "MICROSTRATEGY SUPPORT RENEWAL IN THE AMOUNT OF $75,389.82."
        },
        {
          "pattern": "support",
          "award_id": "80NSSC26FA193",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC26FA193",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC26FA193",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "28321323FDX030079",
          "excerpt": "RENEWAL OF MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030079",
          "excerpt": "RENEWAL OF MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "28321323FDX030079",
          "excerpt": "RENEWAL OF MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "28321322FDX030044",
          "excerpt": "RENEW MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "28321322FDX030044",
          "excerpt": "RENEW MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "28321322FDX030044",
          "excerpt": "RENEW MICROSTRATEGY LICENSES FOR MAINTENANCE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "80NSSC25FA215",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA215",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC25FA215",
          "excerpt": "MICROSTRATEGY LICENSE SUPPORT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "9523ZY26F0037",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT, EXTENDED SUPPORT (RENEWAL), EDUCATION PASS - ARCHITECT"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY26F0037",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT, EXTENDED SUPPORT (RENEWAL), EDUCATION PASS - ARCHITECT"
        },
        {
          "pattern": "support",
          "award_id": "HC102823F0048",
          "excerpt": "MICROSTRATEGY TECHNICAL SUPPORT STANDARD"
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26C00004",
          "excerpt": "FY26 MICROSTRATEGY LICENSE RENEWAL FOR DATA ANALYTICS SYSTEM (DAS)"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26C00004",
          "excerpt": "FY26 MICROSTRATEGY LICENSE RENEWAL FOR DATA ANALYTICS SYSTEM (DAS)"
        },
        {
          "pattern": "support",
          "award_id": "9523ZY25F0033",
          "excerpt": "REQUISITION FOR MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY25F0033",
          "excerpt": "REQUISITION FOR MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "licences",
          "award_id": "9523ZY25F0033",
          "excerpt": "REQUISITION FOR MICROSTRATEGY MAINTENANCE AND TECH SUPPORT FOR SERVER COLLABORATION (345), ARCHITECT EDU PASS SUBSCRIPTION (1), STANDARD SUPPORT ANNUAL (1)"
        },
        {
          "pattern": "support",
          "award_id": "75P00125P00017",
          "excerpt": "MICROSTRATEGY TECHNICAL SUPPORT STANDARD RENEWAL - FY25 HHS PROGRAM PERFORMANCE TRACKING SYSTEM"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00125P00017",
          "excerpt": "MICROSTRATEGY TECHNICAL SUPPORT STANDARD RENEWAL - FY25 HHS PROGRAM PERFORMANCE TRACKING SYSTEM"
        },
        {
          "pattern": "support",
          "award_id": "75P00124P00040",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00124P00040",
          "excerpt": "MICROSTRATEGY STANDARD SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75P00123P00098",
          "excerpt": "MICROSTRATEGY LICENSES 2023"
        },
        {
          "pattern": "licences",
          "award_id": "75P00122P00047",
          "excerpt": "MICROSTRATEGY LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "HC102822F0437",
          "excerpt": "MICROSTRATEGY SOFTWARE SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102822F0437",
          "excerpt": "MICROSTRATEGY SOFTWARE SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "86615423F00002",
          "excerpt": "MICRO STRATEGY LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "DTFT6016F00025",
          "excerpt": "IGF::OT::IGF CONTRACTOR SHALL PROVIDE IT SUPPORT TO BUILD MICRO STRATEGY BASED DASHBOARDS FOR FTA."
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22P1067",
          "excerpt": "MICRO STRATEGY SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22P1067",
          "excerpt": "MICRO STRATEGY SUPPORT RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22F3853",
          "excerpt": "PURCHASE OF MICRO STRATEGY PREMIER SUPPORT DSI/ANNUAL-PREMIER SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22F3853",
          "excerpt": "PURCHASE OF MICRO STRATEGY PREMIER SUPPORT DSI/ANNUAL-PREMIER SUPPORT."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 53,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 53,
        "low": 20663.24,
        "p25": 75399.08,
        "median": 283807.79,
        "p75": 626343.41,
        "high": 10390200.99,
        "from": "2014-07-01",
        "to": "2026-09-30"
      },
      "clean_count": 53,
      "scope_counts": {
        "license": 27,
        "bundle": 1,
        "renewal": 26,
        "unknown": 9,
        "support": 10,
        "training": 1
      },
      "observed_low": 20663.24,
      "observed_high": 10390200.99,
      "observed_median": 283807.79,
      "observed_total": 54637511.91,
      "award_count": 74,
      "agency_count": 18,
      "date_range": {
        "from": "2014-07-01",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "MicroStrategy",
      "slug": "microstrategy",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for MicroStrategy with amounts ranging from $20,663.24 to $10,390,200.99. The total value across 74 awards is $54,637,511.91.",
        "renewal_watch": "MicroStrategy appears in 74 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $20,663 to $4,399,851, the largest being $4,399,851 to Department of Veterans Affairs in 2023. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for MicroStrategy licenses and renewals?",
            "answer": "The median award amount for these types of contracts is $283,807.79. The lowest observed award for a licence or renewal was $20,663.24, and the highest was $10,390,200.99.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that combine MicroStrategy licenses with other products or services?",
            "answer": "Yes, some contracts bundle MicroStrategy licenses with other products or services. For instance, an award from the Department of Housing and Urban Development for $4,881,452.47 included \"MICROSTRATEGY AND SERVICENOW LICENSES.\" Another award from the Department of Transportation for $5,126,533.16 was for IT support to build MicroStrategy-based dashboards.",
            "award_ids": [
              "86615425F00002",
              "DTFT6016F00025"
            ]
          },
          {
            "question": "What is included in MicroStrategy support and maintenance contracts?",
            "answer": "MicroStrategy support and maintenance contracts can vary.",
            "award_ids": [
              "9523ZY22F0075",
              "1605TB21F00142"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 53 awards for licenses and renewals.",
            "One award for $301,079.04 from the Department of Labor explicitly states it covers \"MICROSTRATEGY LICENSES&SUPPORT.\" Another award from the Department of Justice for $748,360.94 includes \"MICROSTRATEGY SOFTWARE LICENSES AND ANNUAL MAINTENANCE.\" The Department of State had an award for $75,389.82 for \"MICROSTRATEGY SUPPORT RENEWAL.\"",
            "The Department of Commerce awarded $636,938.01 for \"MICROSTRATEGY TRAINING SOFTWARE.\"",
            "empty_faq_answer: What is the range of awards for MicroStrategy training?"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for MicroStrategy with amounts ranging",
            "US public agencies have awarded contracts for MicroStrategy with amounts ranging",
            "When considering renewals for MicroStrategy, it is important to note that contra",
            "One award for $301,079.04 from the Department of Labor explicitly states it cove",
            "Based on 53 licence and renewal awards, the typical cost for MicroStrategy contr",
            "MicroStrategy support and maintenance contracts can vary. For example, an award ",
            "Only one award specifically for MicroStrategy training was identified. The Depar",
            "The Department of Commerce awarded $636,938.01 for \"MICROSTRATEGY TRAINING SOFTW"
          ],
          "faq_in": 4,
          "faq_dropped": 1,
          "faq_kept": 3,
          "renewal_fallback_used": true,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 74 public contract awards from 18 awarding agencies.",
          "The figures below are computed from 53 licence and renewal awards; the other 21 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 13.7, and the highest is 502.8 times the lowest.",
          "13 of 74 awards (18%) come from Department of State.",
          "The most frequent recipient across these awards is THUNDERCAT TECHNOLOGY, LLC, on 12 awards (16%).",
          "The records span 2014-07-01 to 2026-09-30."
        ],
        "numbers": [
          18,
          16,
          502.8,
          13.7,
          18,
          13,
          12,
          53,
          21
        ],
        "basis_sentence": "The figures below are computed from 53 licence and renewal awards; the other 21 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 27,
          "bundle": 1,
          "renewal": 26,
          "unknown": 9,
          "support": 10,
          "training": 1
        },
        "agency_names": [
          "Department of State",
          "Department of Health and Human Services",
          "Department of Transportation",
          "Social Security Administration",
          "Department of Labor",
          "Department of Defense",
          "Department of Homeland Security",
          "Department of Housing and Urban Development",
          "Department of Veterans Affairs",
          "Federal Communications Commission",
          "Department of Justice",
          "Commodity Futures Trading Commission",
          "Securities and Exchange Commission",
          "Corporation for National and Community Service",
          "National Aeronautics and Space Administration",
          "Court Services and Offender Supervision Agency",
          "Department of Commerce",
          "General Services Administration"
        ],
        "agency_counts": {
          "Department of Transportation": 7,
          "Court Services and Offender Supervision Agency": 1,
          "Department of Health and Human Services": 8,
          "Department of Veterans Affairs": 3,
          "Department of Labor": 5,
          "Department of Commerce": 1,
          "Department of Homeland Security": 4,
          "Securities and Exchange Commission": 2,
          "Federal Communications Commission": 3,
          "Department of Defense": 5,
          "Department of State": 13,
          "Department of Justice": 3,
          "Social Security Administration": 7,
          "Department of Housing and Urban Development": 4,
          "Commodity Futures Trading Commission": 3,
          "General Services Administration": 1,
          "Corporation for National and Community Service": 2,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "MICROSTRATEGY SERVICES CORPORATION": 9,
          "DATASTRONG, LLC": 2,
          "DIGITAL MANAGEMENT LLC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 12,
          "INTELLIPEAK SOLUTIONS INC": 2,
          "AKIRA TECHNOLOGIES INC.": 1,
          "FCN, INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 7,
          "NEW TECH SOLUTIONS, INC.": 6,
          "UNISTAR-SPARCO COMPUTERS, INC.": 1,
          "PERATON ENTERPRISE SOLUTIONS LLC": 1,
          "VETERAN INFORMATION TECHNOLOGIES, LLC": 2,
          "GOVSMART, INC.": 7,
          "4 STAR TECHNOLOGIES, INC.": 4,
          "DLT SOLUTIONS, LLC": 3,
          "SOFTWARE INFORMATION RESOURCE CORP.": 4,
          "V3GATE, LLC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "VERTOSOFT, LLC": 5,
          "BLUE TECH INC.": 2,
          "IMPRES TECHNOLOGY SOLUTIONS, INC": 2
        },
        "top_agency": "Department of State",
        "top_recipient": "THUNDERCAT TECHNOLOGY, LLC",
        "spread_ratio": 502.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for MicroStrategy\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$5.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$10.4M</text><line x1=\"56\" y1=\"210.8\" x2=\"704\" y2=\"210.8\" class=\"pp-median\"/><text x=\"704\" y=\"204.8\" class=\"pp-median-label\" text-anchor=\"end\">median $284k</text><rect x=\"57.7\" y=\"209.6\" width=\"5.4\" height=\"6.4\" class=\"pp-bar\"><title>DTFT6014F00022 — $344k — Department of Transportation — 2014-07-01</title></rect><rect x=\"66.4\" y=\"211.3\" width=\"5.4\" height=\"4.7\" class=\"pp-bar\"><title>DTFT6016F00007 — $253k — Department of Transportation — 2015-12-10</title></rect><rect x=\"75.2\" y=\"121.3\" width=\"5.4\" height=\"94.7\" class=\"pp-bar\"><title>DTFT6016F00025 — $5.1M — Department of Transportation — 2016-08-09</title></rect><rect x=\"83.9\" y=\"210.8\" width=\"5.4\" height=\"5.2\" class=\"pp-bar\"><title>CSOSA17F0037 — $279k — Court Services and Offender Supervision Agency — 2017-05-12</title></rect><rect x=\"92.7\" y=\"209.7\" width=\"5.4\" height=\"6.3\" class=\"pp-bar\"><title>75P00118F00160 — $339k — Department of Health and Human Services — 2018-07-20</title></rect><rect x=\"101.4\" y=\"202.9\" width=\"5.4\" height=\"13.1\" class=\"pp-bar\"><title>36C10B18F2736 — $711k — Department of Veterans Affairs — 2018-09-01</title></rect><rect x=\"110.2\" y=\"210.4\" width=\"5.4\" height=\"5.6\" class=\"pp-bar\"><title>1645BC19C0003 — $301k — Department of Labor — 2019-04-30</title></rect><rect x=\"119.0\" y=\"213.6\" width=\"5.4\" height=\"2.4\" class=\"pp-bar\"><title>1645DC20C0001 — $128k — Department of Labor — 2020-01-14</title></rect><rect x=\"127.7\" y=\"204.2\" width=\"5.4\" height=\"11.8\" class=\"pp-bar\"><title>1331L520F13250494 — $637k — Department of Commerce — 2020-07-08</title></rect><rect x=\"136.5\" y=\"206.5\" width=\"5.4\" height=\"9.5\" class=\"pp-bar\"><title>69319520PO00021 — $515k — Department of Transportation — 2020-08-06</title></rect><rect x=\"145.2\" y=\"145.9\" width=\"5.4\" height=\"70.1\" class=\"pp-bar\"><title>70T03020F6BCIO401 — $3.8M — Department of Homeland Security — 2020-09-30</title></rect><rect x=\"154.0\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>70CTD021FR0000092 — $81k — Department of Homeland Security — 2021-05-12</title></rect><rect x=\"162.7\" y=\"160.8\" width=\"5.4\" height=\"55.2\" class=\"pp-bar\"><title>50310221F0080 — $3.0M — Securities and Exchange Commission — 2021-06-16</title></rect><rect x=\"171.5\" y=\"210.0\" width=\"5.4\" height=\"6.0\" class=\"pp-bar\"><title>273FCC21F0193 — $327k — Federal Communications Commission — 2021-08-25</title></rect><rect x=\"180.3\" y=\"202.6\" width=\"5.4\" height=\"13.4\" class=\"pp-bar\"><title>W911QY21P0171 — $723k — Department of Defense — 2021-08-26</title></rect><rect x=\"189.0\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>1605TB21F00142 — $98k — Department of Labor — 2021-09-11</title></rect><rect x=\"197.8\" y=\"211.0\" width=\"5.4\" height=\"5.0\" class=\"pp-bar\"><title>19AQMM21P1618 — $271k — Department of State — 2021-09-30</title></rect><rect x=\"206.5\" y=\"202.2\" width=\"5.4\" height=\"13.8\" class=\"pp-bar\"><title>15F06722F0000150 — $748k — Department of Justice — 2022-01-01</title></rect><rect x=\"215.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>28321322FDX030044 — $58k — Social Security Administration — 2022-01-01</title></rect><rect x=\"224.0\" y=\"151.8\" width=\"5.4\" height=\"64.2\" class=\"pp-bar\"><title>86615322C00002 — $3.5M — Department of Housing and Urban Development — 2022-02-01</title></rect><rect x=\"232.8\" y=\"211.0\" width=\"5.4\" height=\"5.0\" class=\"pp-bar\"><title>28321322FDX030063 — $271k — Social Security Administration — 2022-02-01</title></rect><rect x=\"241.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00122P00047 — $27k — Department of Health and Human Services — 2022-04-01</title></rect><rect x=\"250.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F2259 — $75k — Department of State — 2022-04-17</title></rect><rect x=\"259.1\" y=\"206.3\" width=\"5.4\" height=\"9.7\" class=\"pp-bar\"><title>19AQMM22F2036 — $525k — Department of State — 2022-06-06</title></rect><rect x=\"267.8\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F0437 — $21k — Department of Defense — 2022-07-01</title></rect><rect x=\"276.6\" y=\"213.2\" width=\"5.4\" height=\"2.8\" class=\"pp-bar\"><title>9523ZY22F0075 — $152k — Commodity Futures Trading Commission — 2022-08-01</title></rect><rect x=\"285.3\" y=\"24.0\" width=\"5.4\" height=\"192.0\" class=\"pp-bar\"><title>75FCMC22F0097 — $10.4M — Department of Health and Human Services — 2022-08-16</title></rect><rect x=\"294.1\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F3853 — $51k — Department of State — 2022-09-19</title></rect><rect x=\"302.9\" y=\"210.0\" width=\"5.4\" height=\"6.0\" class=\"pp-bar\"><title>19AQMM22P1067 — $324k — Department of State — 2022-09-30</title></rect><rect x=\"311.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>HC102823F0048 — $41k — Department of Defense — 2022-12-07</title></rect><rect x=\"320.4\" y=\"200.5\" width=\"5.4\" height=\"15.5\" class=\"pp-bar\"><title>15F06723F0000289 — $841k — Department of Justice — 2023-01-01</title></rect><rect x=\"329.1\" y=\"210.8\" width=\"5.4\" height=\"5.2\" class=\"pp-bar\"><title>28321323FDX030042 — $284k — Social Security Administration — 2023-01-27</title></rect><rect x=\"337.9\" y=\"73.4\" width=\"5.4\" height=\"142.6\" class=\"pp-bar\"><title>86615423F00002 — $7.7M — Department of Housing and Urban Development — 2023-02-01</title></rect><rect x=\"346.6\" y=\"197.5\" width=\"5.4\" height=\"18.5\" class=\"pp-bar\"><title>273FCC23F0044 — $1000k — Federal Communications Commission — 2023-02-24</title></rect><rect x=\"355.4\" y=\"134.7\" width=\"5.4\" height=\"81.3\" class=\"pp-bar\"><title>36C10B23F0090 — $4.4M — Department of Veterans Affairs — 2023-03-24</title></rect><rect x=\"364.2\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F1251 — $26k — Department of State — 2023-03-26</title></rect><rect x=\"372.9\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>28321323FDX030079 — $63k — Social Security Administration — 2023-04-05</title></rect><rect x=\"381.7\" y=\"206.4\" width=\"5.4\" height=\"9.6\" class=\"pp-bar\"><title>1605TB23F00046 — $518k — Department of Labor — 2023-04-19</title></rect><rect x=\"390.4\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00123P00098 — $28k — Department of Health and Human Services — 2023-07-11</title></rect><rect x=\"399.2\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F1750 — $75k — Department of State — 2023-07-17</title></rect><rect x=\"407.9\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>47HAA023F0075 — $109k — General Services Administration — 2023-09-23</title></rect><rect x=\"416.7\" y=\"148.0\" width=\"5.4\" height=\"68.0\" class=\"pp-bar\"><title>273FCC23F0145 — $3.7M — Federal Communications Commission — 2023-09-28</title></rect><rect x=\"425.4\" y=\"212.1\" width=\"5.4\" height=\"3.9\" class=\"pp-bar\"><title>95332A23F00036 — $209k — Corporation for National and Community Service — 2023-09-30</title></rect><rect x=\"434.2\" y=\"162.6\" width=\"5.4\" height=\"53.4\" class=\"pp-bar\"><title>15F06724F0000162 — $2.9M — Department of Justice — 2024-01-01</title></rect><rect x=\"443.0\" y=\"192.6\" width=\"5.4\" height=\"23.4\" class=\"pp-bar\"><title>19AQMM24F0290 — $1.3M — Department of State — 2024-01-01</title></rect><rect x=\"451.7\" y=\"210.4\" width=\"5.4\" height=\"5.6\" class=\"pp-bar\"><title>28321324FDX030051 — $301k — Social Security Administration — 2024-01-26</title></rect><rect x=\"460.5\" y=\"212.3\" width=\"5.4\" height=\"3.7\" class=\"pp-bar\"><title>28321324FDX030054 — $202k — Social Security Administration — 2024-02-20</title></rect><rect x=\"469.2\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00124P00040 — $29k — Department of Health and Human Services — 2024-04-01</title></rect><rect x=\"478.0\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24F0453 — $80k — Department of State — 2024-04-17</title></rect><rect x=\"486.7\" y=\"156.8\" width=\"5.4\" height=\"59.2\" class=\"pp-bar\"><title>50310224F0083 — $3.2M — Securities and Exchange Commission — 2024-06-11</title></rect><rect x=\"495.5\" y=\"205.0\" width=\"5.4\" height=\"11.0\" class=\"pp-bar\"><title>69319524PO00029 — $595k — Department of Transportation — 2024-08-28</title></rect><rect x=\"504.3\" y=\"212.8\" width=\"5.4\" height=\"3.2\" class=\"pp-bar\"><title>70B02C24F00000779 — $173k — Department of Homeland Security — 2024-09-03</title></rect><rect x=\"513.0\" y=\"205.2\" width=\"5.4\" height=\"10.8\" class=\"pp-bar\"><title>19AQMM24F2177 — $586k — Department of State — 2024-09-30</title></rect><rect x=\"521.8\" y=\"125.8\" width=\"5.4\" height=\"90.2\" class=\"pp-bar\"><title>86615425F00002 — $4.9M — Department of Housing and Urban Development — 2024-12-31</title></rect><rect x=\"530.5\" y=\"210.2\" width=\"5.4\" height=\"5.8\" class=\"pp-bar\"><title>28321325FDX030051 — $315k — Social Security Administration — 2025-02-01</title></rect><rect x=\"539.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>N0018925FR032 — $32k — Department of Defense — 2025-02-04</title></rect><rect x=\"548.0\" y=\"186.5\" width=\"5.4\" height=\"29.5\" class=\"pp-bar\"><title>36C10B25F0092 — $1.6M — Department of Veterans Affairs — 2025-03-21</title></rect><rect x=\"556.8\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA215 — $54k — National Aeronautics and Space Administration — 2025-03-23</title></rect><rect x=\"565.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>75P00125P00017 — $29k — Department of Health and Human Services — 2025-04-01</title></rect><rect x=\"574.3\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25P1052 — $82k — Department of State — 2025-04-17</title></rect><rect x=\"583.1\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>9523ZY25F0033 — $32k — Commodity Futures Trading Commission — 2025-07-31</title></rect><rect x=\"591.8\" y=\"211.3\" width=\"5.4\" height=\"4.7\" class=\"pp-bar\"><title>N0018925FR138 — $254k — Department of Defense — 2025-08-21</title></rect><rect x=\"600.6\" y=\"206.3\" width=\"5.4\" height=\"9.7\" class=\"pp-bar\"><title>69319525PO00021 — $522k — Department of Transportation — 2025-08-28</title></rect><rect x=\"609.3\" y=\"212.7\" width=\"5.4\" height=\"3.3\" class=\"pp-bar\"><title>70B02C25F00000722 — $177k — Department of Homeland Security — 2025-09-12</title></rect><rect x=\"618.1\" y=\"204.4\" width=\"5.4\" height=\"11.6\" class=\"pp-bar\"><title>19AQMM25F1918 — $626k — Department of State — 2025-09-30</title></rect><rect x=\"626.9\" y=\"213.9\" width=\"5.4\" height=\"2.1\" class=\"pp-bar\"><title>75N90025F00086 — $116k — Department of Health and Human Services — 2025-09-30</title></rect><rect x=\"635.6\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC26FA193 — $64k — National Aeronautics and Space Administration — 2026-03-23</title></rect><rect x=\"644.4\" y=\"209.8\" width=\"5.4\" height=\"6.2\" class=\"pp-bar\"><title>1605TB26F00033 — $335k — Department of Labor — 2026-04-16</title></rect><rect x=\"653.1\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>9523ZY26F0037 — $52k — Commodity Futures Trading Commission — 2026-07-14</title></rect><rect x=\"661.9\" y=\"213.9\" width=\"5.4\" height=\"2.1\" class=\"pp-bar\"><title>19AQMM26P0946 — $113k — Department of State — 2026-08-05</title></rect><rect x=\"670.6\" y=\"206.3\" width=\"5.4\" height=\"9.7\" class=\"pp-bar\"><title>69319526PO00008 — $522k — Department of Transportation — 2026-08-28</title></rect><rect x=\"679.4\" y=\"214.0\" width=\"5.4\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26C00004 — $38k — Department of Health and Human Services — 2026-08-28</title></rect><rect x=\"688.2\" y=\"213.5\" width=\"5.4\" height=\"2.5\" class=\"pp-bar\"><title>95332A26F00035 — $134k — Corporation for National and Community Service — 2026-09-10</title></rect><rect x=\"696.9\" y=\"108.3\" width=\"5.4\" height=\"107.7\" class=\"pp-bar\"><title>86615426F00011 — $5.8M — Department of Housing and Urban Development — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2014-07-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (74 awards, obligated)</text></svg>",
      "published_date": "2026-09-23",
      "url": "/microstrategy/",
      "changelog": [
        {
          "date": "2026-09-23",
          "note": "Initial publication: 74 awards, $20,663–$10,390,201."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "palantir": {
      "product_slug": "palantir",
      "product_name": "Palantir",
      "vendor": "Palantir Technologies",
      "list_price": null,
      "awards": [
        {
          "award_id": "HHSD2002012F42326",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Centers for Disease Control and Prevention",
          "action_date": "2011-12-12",
          "end_date": "2016-12-11",
          "amount": 1692184.8,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PALANTIR CLOUD SOFTWARE BAB914249A",
          "psc_code": "D317",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HHSD2002012F42326_7523_GS35F0086U_4730"
        },
        {
          "award_id": "DJF161200G0006438",
          "recipient": "PAT V MACK INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2016-08-01",
          "end_date": "2024-01-31",
          "amount": 4421669.97,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PALANTIR SMES",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DJF161200G0006438_1549_GS35F034DA_4732"
        },
        {
          "award_id": "DJF171200D0003027",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2017-09-29",
          "end_date": "2023-01-28",
          "amount": 6919155.64,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FEPP BPA, TO # 1, ESOC PALANTIR MAINTENANCE SERVICE",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DJF171200D0003027_1549_DJF171200S0008254_1549"
        },
        {
          "award_id": "15F06718D0000752",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2018-03-13",
          "end_date": "2023-09-29",
          "amount": 935285.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FEPP BPA, TO # 3, PALANTIR MAINTENANCE SERVICE",
          "psc_code": "D302",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15F06718D0000752_1549_DJF171200S0008254_1549"
        },
        {
          "award_id": "50310220F0137",
          "recipient": "PALANTIR TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Securities and Exchange Commission",
          "sub_agency": "Securities and Exchange Commission",
          "action_date": "2020-06-17",
          "end_date": "2022-09-19",
          "amount": 14281090.94,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "ENTERPRISE DATA ANALYTICS PLATFORM (EDAP)- PALANTIR SOFTWARE AND SUPPORT",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_50310220F0137_5000_SECHQ115A0025_5000"
        },
        {
          "award_id": "W911QX20C0041",
          "recipient": "PALANTIR USG INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2020-09-29",
          "end_date": "2022-11-30",
          "amount": 91176843.61,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PALANTIR SHALL PERFORM TESTING AN END-TO-END APPROACH TO ARTIFICIAL INTELLIGENCE FOR DEFENSE USE CASES.",
          "psc_code": "AJ42",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W911QX20C0041_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "75P00121F80081",
          "recipient": "I3 FEDERAL LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Administration",
          "action_date": "2021-04-21",
          "end_date": "2022-04-20",
          "amount": 9982560.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "HEALTH AND HUMAN SERVICES ? OFFICE OF THE CHIEF INFORMATION OFFICER (HHS-OCIO) COVID-19 PALANTIR HHS CARES LICENSE ACCESS TO SECURE DATA ECOSYSTEM.",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75P00121F80081_7570_NNG15SD31B_8000"
        },
        {
          "award_id": "15M10421FA4700153",
          "recipient": "I3 FEDERAL LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "U.S. Marshals Service",
          "action_date": "2021-06-28",
          "end_date": "2022-05-31",
          "amount": 262422.96,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PALANTIR PLATFORM TERM SOFTWARE LICENSE FOR (SHIELD) IAW QUOTE NUMBER: BS0621211 DATED: JUNE 21, 2021 POP 6/01/2021 - 5/31/2022 GOV COR: DUANE AHO EMAIL: DUANE.AHO@USDOJ.GOV PHONE: 202-306-6372",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15M10421FA4700153_1544_NNG15SD31B_8000"
        },
        {
          "award_id": "15F06721F0001876",
          "recipient": "SAVA WORKFORCE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
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          "excerpt": "3-DAY IN-PERSON PALANTIR FOUNDRY TRAINING FOR JECC"
        },
        {
          "pattern": "support",
          "award_id": "75N95023F00003",
          "excerpt": "PALANTIR TECHNOLOGIES WILL CONDUCT A 10-WEEK PILOT TO EVALUATE PALANTIR FOUNDRY'S ABILITY TO SUPPORT SRP'S SELECTION OF PEER REVIEWERS."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 35,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 35,
        "low": 209515.68,
        "p25": 1491237.85,
        "median": 3719000.04,
        "p75": 7181445.02,
        "high": 32106349.78,
        "from": "2011-12-12",
        "to": "2026-09-29"
      },
      "clean_count": 35,
      "scope_counts": {
        "unknown": 17,
        "license": 34,
        "support": 12,
        "services": 3,
        "renewal": 1,
        "training": 4
      },
      "observed_low": 209515.68,
      "observed_high": 32106349.78,
      "observed_median": 3719000.04,
      "observed_total": 182043747.82,
      "award_count": 71,
      "agency_count": 13,
      "date_range": {
        "from": "2011-12-12",
        "to": "2026-09-29"
      },
      "last_verified": "2026-10-05",
      "name": "Palantir",
      "slug": "palantir",
      "prose": {
        "answer_lead": "The lowest recorded contract amount awarded by a US public agency for Palantir was $209,515.68. The highest recorded contract amount awarded by a US public agency for Palantir was $32,106,349.78. No list price for Palantir was provided in the available evidence.",
        "renewal_watch": "A Department of Justice award for $6,919,155.64 covered 'PALANTIR MAINTENANCE SERVICE'.",
        "faq": [
          {
            "question": "What is the typical contract amount for Palantir licenses and renewals?",
            "answer": "The median amount observed across 35 license and renewal awards is $3,719,000.04.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond the Palantir license fee?",
            "answer": "Contract descriptions indicate that additional costs for Palantir can include support, maintenance, and services.",
            "award_ids": [
              "DJF171200D0003027",
              "50310220F0137",
              "12639522F0270",
              "2032H524F00743",
              "19AQMM24F1798",
              "2023H225F00156",
              "75N95023F00011",
              "75F40122F80469",
              "19AQMM25F0725",
              "692M1524F00084",
              "692M1525F00018",
              "75N95023F00001",
              "86615526F00002",
              "W912CM26FA009"
            ]
          },
          {
            "question": "What is the highest amount an agency has paid for a Palantir license?",
            "answer": "The highest recorded contract amount for a Palantir license is $32,106,349.78, awarded by the Department of Homeland Security to 'PROCURE PALANTIR LICENSE FOR SOFTWARE AS A SERVICE'.",
            "award_ids": [
              "70RCSJ26FC0000028"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "One agency awarded a contract for a 'PALANTIR PLATFORM EVALUATION TERM SOFTWARE LICENSE FOR 6-MONTH PERIOD' for $209,515.68.",
            "empty_faq_answer: What is the lowest amount an agency has paid for a Palantir license?",
            "The Department of Defense awarded $98,325 for '3-DAY IN-PERSON PALANTIR FOUNDRY TRAINING FOR JECC'.",
            "empty_faq_answer: Have agencies purchased training for Palantir?"
          ],
          "rewritten": [
            "US public agencies have awarded Palantir contracts with amounts ranging from a l",
            "Buyers should note that several contract descriptions indicate that 'support' an",
            "A Department of Justice award for $6,919,155.64 covered 'PALANTIR MAINTENANCE SE",
            "Based on 35 license and renewal awards, the typical contract amount for Palantir",
            "Yes, contract descriptions indicate that additional costs for Palantir can inclu",
            "The lowest recorded contract amount for a Palantir license is $209,515.68, award",
            "One agency, the Department of Defense, awarded a contract for a 'PALANTIR PLATFO",
            "Yes, agencies have purchased training for Palantir. For example, the Department ",
            "Agencies have purchased training for Palantir. For example, the Department of De"
          ],
          "faq_in": 5,
          "faq_dropped": 2,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 71 public contract awards from 13 awarding agencies.",
          "The figures below are computed from 35 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 17.8, and the highest is 153.2 times the lowest.",
          "21 of 71 awards (30%) come from Department of Defense.",
          "The most frequent recipient across these awards is PALANTIR TECHNOLOGIES INC., on 24 awards (34%).",
          "The records span 2011-12-12 to 2026-09-29."
        ],
        "numbers": [
          30,
          34,
          153.2,
          17.8,
          13,
          21,
          24,
          35,
          36
        ],
        "basis_sentence": "The figures below are computed from 35 licence and renewal awards; the other 36 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 17,
          "license": 34,
          "support": 12,
          "services": 3,
          "renewal": 1,
          "training": 4
        },
        "agency_names": [
          "Department of Defense",
          "Department of State",
          "Department of Health and Human Services",
          "Department of Justice",
          "Department of Transportation",
          "Department of Agriculture",
          "Department of the Treasury",
          "Department of Commerce",
          "Department of the Interior",
          "Securities and Exchange Commission",
          "U.S. International Development Finance Corporation",
          "Department of Housing and Urban Development",
          "Department of Homeland Security"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 9,
          "Department of Justice": 8,
          "Securities and Exchange Commission": 1,
          "Department of Defense": 21,
          "Department of Agriculture": 4,
          "Department of State": 10,
          "Department of Transportation": 8,
          "Department of the Treasury": 3,
          "Department of Commerce": 2,
          "U.S. International Development Finance Corporation": 1,
          "Department of the Interior": 2,
          "Department of Housing and Urban Development": 1,
          "Department of Homeland Security": 1
        },
        "recipient_counts": {
          "PALANTIR TECHNOLOGIES INC.": 24,
          "PAT V MACK INC": 3,
          "PALANTIR USG INC": 23,
          "I3 FEDERAL LLC": 7,
          "SAVA WORKFORCE SOLUTIONS LLC": 1,
          "CDW GOVERNMENT LLC": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 5,
          "AFFIGENT, LLC": 3,
          "WOLFTEK MISSION GROUP, LLC": 1,
          "ONTOLOGIZE, INC": 2
        },
        "top_agency": "Department of Defense",
        "top_recipient": "PALANTIR TECHNOLOGIES INC.",
        "spread_ratio": 153.2
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Palantir\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$45.6M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$91.2M</text><line x1=\"56\" y1=\"208.2\" x2=\"704\" y2=\"208.2\" class=\"pp-median\"/><text x=\"704\" y=\"202.2\" class=\"pp-median-label\" text-anchor=\"end\">median $3.7M</text><rect x=\"57.7\" y=\"212.4\" width=\"5.7\" height=\"3.6\" class=\"pp-bar\"><title>HHSD2002012F42326 — $1.7M — Department of Health and Human Services — 2011-12-12</title></rect><rect x=\"66.9\" y=\"206.7\" width=\"5.7\" height=\"9.3\" class=\"pp-bar\"><title>DJF161200G0006438 — $4.4M — Department of Justice — 2016-08-01</title></rect><rect x=\"76.0\" y=\"201.4\" width=\"5.7\" height=\"14.6\" class=\"pp-bar\"><title>DJF171200D0003027 — $6.9M — Department of Justice — 2017-09-29</title></rect><rect x=\"85.1\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>15F06718D0000752 — $935k — Department of Justice — 2018-03-13</title></rect><rect x=\"94.2\" y=\"185.9\" width=\"5.7\" height=\"30.1\" class=\"pp-bar\"><title>50310220F0137 — $14.3M — Securities and Exchange Commission — 2020-06-17</title></rect><rect x=\"103.4\" y=\"24.0\" width=\"5.7\" height=\"192.0\" class=\"pp-bar\"><title>W911QX20C0041 — $91.2M — Department of Defense — 2020-09-29</title></rect><rect x=\"112.5\" y=\"195.0\" width=\"5.7\" height=\"21.0\" class=\"pp-bar\"><title>75P00121F80081 — $10.0M — Department of Health and Human Services — 2021-04-21</title></rect><rect x=\"121.6\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>15M10421FA4700153 — $262k — Department of Justice — 2021-06-28</title></rect><rect x=\"130.7\" y=\"212.7\" width=\"5.7\" height=\"3.3\" class=\"pp-bar\"><title>15F06721F0001876 — $1.6M — Department of Justice — 2021-08-03</title></rect><rect x=\"139.9\" y=\"211.1\" width=\"5.7\" height=\"4.9\" class=\"pp-bar\"><title>75F40121F80407 — $2.3M — Department of Health and Human Services — 2021-09-21</title></rect><rect x=\"149.0\" y=\"190.4\" width=\"5.7\" height=\"25.6\" class=\"pp-bar\"><title>12639522F0270 — $12.2M — Department of Agriculture — 2022-01-28</title></rect><rect x=\"158.1\" y=\"213.8\" width=\"5.7\" height=\"2.2\" class=\"pp-bar\"><title>15JPSS22F00000269 — $1.0M — Department of Justice — 2022-02-01</title></rect><rect x=\"167.3\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>15M10422FA4700202 — $262k — Department of Justice — 2022-06-01</title></rect><rect x=\"176.4\" y=\"197.7\" width=\"5.7\" height=\"18.3\" class=\"pp-bar\"><title>75N95023F00011 — $8.7M — Department of Health and Human Services — 2022-09-28</title></rect><rect x=\"185.5\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>75N95023F00003 — $75k — Department of Health and Human Services — 2022-09-28</title></rect><rect x=\"194.6\" y=\"205.7\" width=\"5.7\" height=\"10.3\" class=\"pp-bar\"><title>75F40122F80469 — $4.9M — Department of Health and Human Services — 2022-09-29</title></rect><rect x=\"203.8\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>75N95023F00001 — $350k — Department of Health and Human Services — 2022-11-25</title></rect><rect x=\"212.9\" y=\"213.3\" width=\"5.7\" height=\"2.7\" class=\"pp-bar\"><title>12639523F0716 — $1.3M — Department of Agriculture — 2023-06-26</title></rect><rect x=\"222.0\" y=\"206.5\" width=\"5.7\" height=\"9.5\" class=\"pp-bar\"><title>HS002123F0060 — $4.5M — Department of Defense — 2023-09-09</title></rect><rect x=\"231.1\" y=\"213.7\" width=\"5.7\" height=\"2.3\" class=\"pp-bar\"><title>15F06723C0002443 — $1.1M — Department of Justice — 2023-09-27</title></rect><rect x=\"240.3\" y=\"209.7\" width=\"5.7\" height=\"6.3\" class=\"pp-bar\"><title>75N95023F00012 — $3.0M — Department of Health and Human Services — 2023-09-29</title></rect><rect x=\"249.4\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F7610 — $120k — Department of State — 2023-09-30</title></rect><rect x=\"258.5\" y=\"213.5\" width=\"5.7\" height=\"2.5\" class=\"pp-bar\"><title>697DCK24F00113 — $1.2M — Department of Transportation — 2024-01-05</title></rect><rect x=\"267.6\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>FA865624FB003 — $1k — Department of Defense — 2024-02-07</title></rect><rect x=\"276.8\" y=\"192.9\" width=\"5.7\" height=\"23.1\" class=\"pp-bar\"><title>692M1524F00084 — $10.9M — Department of Transportation — 2024-06-07</title></rect><rect x=\"285.9\" y=\"207.1\" width=\"5.7\" height=\"8.9\" class=\"pp-bar\"><title>19AQMM24F1144 — $4.2M — Department of State — 2024-06-17</title></rect><rect x=\"295.0\" y=\"208.2\" width=\"5.7\" height=\"7.8\" class=\"pp-bar\"><title>697DCK24F00646 — $3.7M — Department of Transportation — 2024-08-21</title></rect><rect x=\"304.2\" y=\"202.6\" width=\"5.7\" height=\"13.4\" class=\"pp-bar\"><title>2032H524F00743 — $6.4M — Department of the Treasury — 2024-09-26</title></rect><rect x=\"313.3\" y=\"195.2\" width=\"5.7\" height=\"20.8\" class=\"pp-bar\"><title>19AQMM24F1798 — $9.9M — Department of State — 2024-09-29</title></rect><rect x=\"322.4\" y=\"205.6\" width=\"5.7\" height=\"10.4\" class=\"pp-bar\"><title>19AQMM24F2524 — $4.9M — Department of State — 2024-09-30</title></rect><rect x=\"331.5\" y=\"199.8\" width=\"5.7\" height=\"16.2\" class=\"pp-bar\"><title>N6833525F0017 — $7.7M — Department of Defense — 2024-10-28</title></rect><rect x=\"340.7\" y=\"201.5\" width=\"5.7\" height=\"14.5\" class=\"pp-bar\"><title>1331L525F0002 — $6.9M — Department of Commerce — 2024-10-30</title></rect><rect x=\"349.8\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>75N95025F00001 — $375k — Department of Health and Human Services — 2024-12-18</title></rect><rect x=\"358.9\" y=\"210.5\" width=\"5.7\" height=\"5.5\" class=\"pp-bar\"><title>692M1525F00018 — $2.6M — Department of Transportation — 2024-12-23</title></rect><rect x=\"368.0\" y=\"209.3\" width=\"5.7\" height=\"6.7\" class=\"pp-bar\"><title>692M1525F00024 — $3.2M — Department of Transportation — 2025-02-12</title></rect><rect x=\"377.2\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W911NF25PA008 — $210k — Department of Defense — 2025-04-09</title></rect><rect x=\"386.3\" y=\"206.6\" width=\"5.7\" height=\"9.4\" class=\"pp-bar\"><title>19AQMM25F0725 — $4.5M — Department of State — 2025-05-01</title></rect><rect x=\"395.4\" y=\"207.4\" width=\"5.7\" height=\"8.6\" class=\"pp-bar\"><title>12314425C0037 — $4.1M — Department of Agriculture — 2025-05-01</title></rect><rect x=\"404.6\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>692M1525F00065 — $297k — Department of Transportation — 2025-06-02</title></rect><rect x=\"413.7\" y=\"191.9\" width=\"5.7\" height=\"24.1\" class=\"pp-bar\"><title>692M1525F00088 — $11.4M — Department of Transportation — 2025-06-10</title></rect><rect x=\"422.8\" y=\"182.4\" width=\"5.7\" height=\"33.6\" class=\"pp-bar\"><title>77344425C0009 — $16.0M — U.S. International Development Finance Corporation — 2025-08-14</title></rect><rect x=\"431.9\" y=\"208.0\" width=\"5.7\" height=\"8.0\" class=\"pp-bar\"><title>W912CM25FA017 — $3.8M — Department of Defense — 2025-09-07</title></rect><rect x=\"441.1\" y=\"209.7\" width=\"5.7\" height=\"6.3\" class=\"pp-bar\"><title>W9128Z25FA010 — $3.0M — Department of Defense — 2025-09-22</title></rect><rect x=\"450.2\" y=\"210.5\" width=\"5.7\" height=\"5.5\" class=\"pp-bar\"><title>W911NF25FA022 — $2.6M — Department of Defense — 2025-09-22</title></rect><rect x=\"459.3\" y=\"200.2\" width=\"5.7\" height=\"15.8\" class=\"pp-bar\"><title>SP470125P0061 — $7.5M — Department of Defense — 2025-09-24</title></rect><rect x=\"468.4\" y=\"206.6\" width=\"5.7\" height=\"9.4\" class=\"pp-bar\"><title>2023H225F00145 — $4.5M — Department of the Treasury — 2025-09-24</title></rect><rect x=\"477.6\" y=\"211.9\" width=\"5.7\" height=\"4.1\" class=\"pp-bar\"><title>140D0425F0242 — $1.9M — Department of the Interior — 2025-09-25</title></rect><rect x=\"486.7\" y=\"197.1\" width=\"5.7\" height=\"18.9\" class=\"pp-bar\"><title>2023H225F00156 — $9.0M — Department of the Treasury — 2025-09-28</title></rect><rect x=\"495.8\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>FA480025P0169 — $98k — Department of Defense — 2025-09-29</title></rect><rect x=\"504.9\" y=\"166.2\" width=\"5.7\" height=\"49.8\" class=\"pp-bar\"><title>19AQMM25F7362 — $23.6M — Department of State — 2025-09-30</title></rect><rect x=\"514.1\" y=\"168.6\" width=\"5.7\" height=\"47.4\" class=\"pp-bar\"><title>19AQMM25F7270 — $22.5M — Department of State — 2025-09-30</title></rect><rect x=\"523.2\" y=\"184.9\" width=\"5.7\" height=\"31.1\" class=\"pp-bar\"><title>19AQMM25F7364 — $14.8M — Department of State — 2025-09-30</title></rect><rect x=\"532.3\" y=\"190.3\" width=\"5.7\" height=\"25.7\" class=\"pp-bar\"><title>W912CM25FA018 — $12.2M — Department of Defense — 2025-09-30</title></rect><rect x=\"541.5\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W912CM25FA021 — $804k — Department of Defense — 2025-09-30</title></rect><rect x=\"550.6\" y=\"209.7\" width=\"5.7\" height=\"6.3\" class=\"pp-bar\"><title>W519TC26FA070 — $3.0M — Department of Defense — 2025-12-15</title></rect><rect x=\"559.7\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>86615526F00002 — $500k — Department of Housing and Urban Development — 2025-12-31</title></rect><rect x=\"568.8\" y=\"213.3\" width=\"5.7\" height=\"2.7\" class=\"pp-bar\"><title>W91QVN26FA191 — $1.3M — Department of Defense — 2026-01-01</title></rect><rect x=\"578.0\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W912CM26FA008 — $804k — Department of Defense — 2026-01-31</title></rect><rect x=\"587.1\" y=\"207.1\" width=\"5.7\" height=\"8.9\" class=\"pp-bar\"><title>W9124P26FA095 — $4.2M — Department of Defense — 2026-02-12</title></rect><rect x=\"596.2\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>W912CM26FA009 — $188k — Department of Defense — 2026-03-02</title></rect><rect x=\"605.3\" y=\"211.9\" width=\"5.7\" height=\"4.1\" class=\"pp-bar\"><title>140D0426F0295 — $1.9M — Department of the Interior — 2026-03-24</title></rect><rect x=\"614.5\" y=\"206.5\" width=\"5.7\" height=\"9.5\" class=\"pp-bar\"><title>W9124P26FA179 — $4.5M — Department of Defense — 2026-03-30</title></rect><rect x=\"623.6\" y=\"212.2\" width=\"5.7\" height=\"3.8\" class=\"pp-bar\"><title>HQ085726FE001 — $1.8M — Department of Defense — 2026-05-11</title></rect><rect x=\"632.7\" y=\"214.0\" width=\"5.7\" height=\"2.0\" class=\"pp-bar\"><title>N6523626PE029 — $107k — Department of Defense — 2026-05-13</title></rect><rect x=\"641.8\" y=\"182.9\" width=\"5.7\" height=\"33.1\" class=\"pp-bar\"><title>W9128Z26FA025 — $15.7M — Department of Defense — 2026-06-18</title></rect><rect x=\"651.0\" y=\"157.2\" width=\"5.7\" height=\"58.8\" class=\"pp-bar\"><title>12314426F0217 — $27.9M — Department of Agriculture — 2026-06-22</title></rect><rect x=\"660.1\" y=\"196.0\" width=\"5.7\" height=\"20.0\" class=\"pp-bar\"><title>692M1526F00076 — $9.5M — Department of Transportation — 2026-07-16</title></rect><rect x=\"669.2\" y=\"204.6\" width=\"5.7\" height=\"11.4\" class=\"pp-bar\"><title>19AQMM26F7194 — $5.4M — Department of State — 2026-09-01</title></rect><rect x=\"678.4\" y=\"213.0\" width=\"5.7\" height=\"3.0\" class=\"pp-bar\"><title>19AQMM26F7208 — $1.4M — Department of State — 2026-09-15</title></rect><rect x=\"687.5\" y=\"208.0\" width=\"5.7\" height=\"8.0\" class=\"pp-bar\"><title>1331L526F0474 — $3.8M — Department of Commerce — 2026-09-25</title></rect><rect x=\"696.6\" y=\"148.4\" width=\"5.7\" height=\"67.6\" class=\"pp-bar\"><title>70RCSJ26FC0000028 — $32.1M — Department of Homeland Security — 2026-09-29</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2011-12-12</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-29</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (71 awards, obligated)</text></svg>",
      "published_date": "2026-09-22",
      "url": "/palantir/",
      "changelog": [
        {
          "date": "2026-09-21",
          "note": "Initial publication: 71 awards, $1,000–$91,176,844."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $91,176,844 -> $32,106,350; lowest observed $1,000 -> $209,516"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "cloudera": {
      "product_slug": "cloudera",
      "product_name": "Cloudera",
      "vendor": "Cloudera Inc.",
      "list_price": {
        "value": 0.04,
        "unit": "USD per CCU per hour",
        "publisher": "Cloudera, Inc.",
        "url": "https://www.cloudera.com/products/pricing.html",
        "quote": "Data Hub — $0.04/CCU",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "70RSAT18FR0000081",
          "recipient": "ANACAPA MICRO PRODUCTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2018-08-15",
          "end_date": "2020-07-31",
          "amount": 249940.08,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
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        }
      ],
      "headline_basis": "clean",
      "headline_count": 51,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 51,
        "low": 12870.0,
        "p25": 131363.01,
        "median": 249940.08,
        "p75": 433673.16,
        "high": 4343649.68,
        "from": "2018-08-15",
        "to": "2026-09-03"
      },
      "clean_count": 51,
      "scope_counts": {
        "license": 34,
        "unknown": 8,
        "renewal": 17,
        "services": 1,
        "support": 5,
        "training": 1
      },
      "observed_low": 12870.0,
      "observed_high": 4343649.68,
      "observed_median": 249940.08,
      "observed_total": 23179766.43,
      "award_count": 66,
      "agency_count": 10,
      "date_range": {
        "from": "2018-08-15",
        "to": "2026-09-03"
      },
      "last_verified": "2026-10-05",
      "name": "Cloudera",
      "slug": "cloudera",
      "prose": {
        "answer_lead": "Public agencies have awarded 66 contracts naming Cloudera, from $12,870 to $4,343,650, each traced to a USAspending record. 51 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Cloudera appears in 66 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $12,870 to $4,343,650, the largest being $4,343,650 to Department of Defense in 2024. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the typical cost range for Cloudera licenses and renewals?",
            "answer": "The lowest observed award for a license was $12,870 and the highest was $4,343,649.68.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond the core Cloudera license?",
            "answer": "Contract descriptions indicate additional costs for services, support, and training.",
            "award_ids": [
              "70RTAC19FR0000078",
              "2031ZB23F00028"
            ]
          },
          {
            "question": "What is the cost of Cloudera support?",
            "answer": "Observed awards for Cloudera support vary.",
            "award_ids": [
              "36C10B23F0107",
              "2032H524F00105"
            ]
          },
          {
            "question": "How much does Cloudera Data Platform Private Cloud cost?",
            "answer": "Awards for Cloudera Data Platform Private Cloud show varying amounts.",
            "award_ids": [
              "28321322FDX030069",
              "2031ZB26F00021"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are derived from license and renewal awards.",
            "No supported sentences were provided in the evidence.",
            "One agency paid $298,968.36 for 'CLOUDERA-NIFI SOFTWARE AND MAINTENANCE'.",
            "Another award included $205,458.56 for 'CLOUDERA DATA PLATFORM FLOW MANAGEMENT EDITION ANNUAL SUB 4 CORES BUSINESS SUPPORT'."
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Cloudera with amounts ranging from",
            "US public agencies have awarded contracts for Cloudera with amounts ranging from",
            "Buyers should note that renewal costs for Cloudera can vary significantly. For i",
            "The Department of Homeland Security renewed Cloudera for $319,680 in March 2019,",
            "Based on 51 license and renewal awards, the typical range for Cloudera contracts",
            "Yes, contract descriptions indicate additional costs for services, support, and ",
            "Contract descriptions indicate additional costs for services, support, and train",
            "Observed awards for Cloudera support vary. One agency paid $298,968.36 for 'CLOU",
            "Observed awards for Cloudera support vary. One agency paid $298,968.36 for 'CLOU",
            "Awards for Cloudera Data Platform Private Cloud show varying amounts. One agency"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 66 public contract awards from 10 awarding agencies.",
          "The figures below are computed from 51 licence and renewal awards; the other 15 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 19.4, and the highest is 337.5 times the lowest.",
          "22 of 66 awards (33%) come from Department of Defense.",
          "The most frequent recipient across these awards is GOVSMART, INC., on 12 awards (18%).",
          "The records span 2018-08-15 to 2026-09-03."
        ],
        "numbers": [
          33,
          18,
          337.5,
          19.4,
          10,
          22,
          12,
          51,
          15
        ],
        "basis_sentence": "The figures below are computed from 51 licence and renewal awards; the other 15 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 34,
          "unknown": 8,
          "renewal": 17,
          "services": 1,
          "support": 5,
          "training": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of the Treasury",
          "Department of Justice",
          "Social Security Administration",
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "National Aeronautics and Space Administration",
          "Department of Veterans Affairs",
          "Department of Commerce",
          "Department of Agriculture"
        ],
        "agency_counts": {
          "Department of Homeland Security": 4,
          "Department of Defense": 22,
          "Department of Health and Human Services": 4,
          "Department of the Treasury": 10,
          "National Aeronautics and Space Administration": 4,
          "Department of Commerce": 3,
          "Social Security Administration": 6,
          "Department of Veterans Affairs": 4,
          "Department of Justice": 7,
          "Department of Agriculture": 2
        },
        "recipient_counts": {
          "ANACAPA MICRO PRODUCTS, INC.": 1,
          "FCN, INC.": 4,
          "CSRA LLC": 1,
          "FOUR LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "CARAHSOFT TECHNOLOGY CORP": 8,
          "NEW TECH SOLUTIONS, INC.": 6,
          "GOVSMART, INC.": 12,
          "RED RIVER TECHNOLOGY LLC": 2,
          "FIERCE SOFTWARE CORP": 3,
          "ATLANTIC DIVING SUPPLY, INC.": 3,
          "GOVERNMENT ACQUISITIONS LLC": 5,
          "MINBURN TECHNOLOGY GROUP, LLC": 1,
          "V3GATE, LLC": 4,
          "THUNDERCAT TECHNOLOGY, LLC": 4,
          "FLYWHEEL DATA LLC": 2,
          "BAHFED CORP": 1,
          "REDHAWK IT SOLUTIONS, LLC": 2,
          "VETERAN TECHNOLOGY PARTNERS LLC": 1,
          "CALLOWAY & ASSOCIATES, INC": 1,
          "FEDERAL TECHNOLOGY SYSTEMS LLC": 1,
          "ALVAREZ LLC": 1,
          "PARAGON MICRO INC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "GOVSMART, INC.",
        "spread_ratio": 337.5
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Cloudera\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.3M</text><line x1=\"56\" y1=\"205.0\" x2=\"704\" y2=\"205.0\" class=\"pp-median\"/><text x=\"704\" y=\"199.0\" class=\"pp-median-label\" text-anchor=\"end\">median $250k</text><rect x=\"57.9\" y=\"205.0\" width=\"6.1\" height=\"11.0\" class=\"pp-bar\"><title>70RSAT18FR0000081 — $250k — Department of Homeland Security — 2018-08-15</title></rect><rect x=\"67.7\" y=\"201.9\" width=\"6.1\" height=\"14.1\" class=\"pp-bar\"><title>70VT1519F00008 — $320k — Department of Homeland Security — 2019-03-14</title></rect><rect x=\"77.5\" y=\"186.4\" width=\"6.1\" height=\"29.6\" class=\"pp-bar\"><title>70RTAC19FR0000078 — $670k — Department of Homeland Security — 2019-07-01</title></rect><rect x=\"87.3\" y=\"199.7\" width=\"6.1\" height=\"16.3\" class=\"pp-bar\"><title>W52P1J19F0636 — $369k — Department of Defense — 2019-08-01</title></rect><rect x=\"97.1\" y=\"207.2\" width=\"6.1\" height=\"8.8\" class=\"pp-bar\"><title>FA489020F0018 — $198k — Department of Defense — 2020-01-06</title></rect><rect x=\"107.0\" y=\"210.1\" width=\"6.1\" height=\"5.9\" class=\"pp-bar\"><title>75D30120F08467 — $133k — Department of Health and Human Services — 2020-08-22</title></rect><rect x=\"116.8\" y=\"209.1\" width=\"6.1\" height=\"6.9\" class=\"pp-bar\"><title>70VT1521F00002 — $156k — Department of Homeland Security — 2021-01-06</title></rect><rect x=\"126.6\" y=\"200.9\" width=\"6.1\" height=\"15.1\" class=\"pp-bar\"><title>2031ZB21F00010 — $341k — Department of the Treasury — 2021-01-22</title></rect><rect x=\"136.4\" y=\"201.3\" width=\"6.1\" height=\"14.7\" class=\"pp-bar\"><title>20341521F00041 — $333k — Department of the Treasury — 2021-09-30</title></rect><rect x=\"146.2\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22F0134 — $46k — National Aeronautics and Space Administration — 2021-11-23</title></rect><rect x=\"156.0\" y=\"211.5\" width=\"6.1\" height=\"4.5\" class=\"pp-bar\"><title>80NSSC22F0109 — $103k — National Aeronautics and Space Administration — 2021-12-01</title></rect><rect x=\"165.9\" y=\"198.3\" width=\"6.1\" height=\"17.7\" class=\"pp-bar\"><title>1333BJ22F00182001 — $401k — Department of Commerce — 2021-12-22</title></rect><rect x=\"175.7\" y=\"205.9\" width=\"6.1\" height=\"10.1\" class=\"pp-bar\"><title>N6600122F0268 — $228k — Department of Defense — 2022-01-19</title></rect><rect x=\"185.5\" y=\"130.3\" width=\"6.1\" height=\"85.7\" class=\"pp-bar\"><title>28321322FDX030069 — $1.9M — Social Security Administration — 2022-02-25</title></rect><rect x=\"195.3\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>2031ZB22F00020 — $43k — Department of the Treasury — 2022-03-09</title></rect><rect x=\"205.1\" y=\"206.0\" width=\"6.1\" height=\"10.0\" class=\"pp-bar\"><title>2031ZB22F00025 — $226k — Department of the Treasury — 2022-04-19</title></rect><rect x=\"215.0\" y=\"210.4\" width=\"6.1\" height=\"5.6\" class=\"pp-bar\"><title>28321322FDX030242 — $126k — Social Security Administration — 2022-09-01</title></rect><rect x=\"224.8\" y=\"204.8\" width=\"6.1\" height=\"11.2\" class=\"pp-bar\"><title>N6600122F0156 — $254k — Department of Defense — 2022-09-21</title></rect><rect x=\"234.6\" y=\"209.8\" width=\"6.1\" height=\"6.2\" class=\"pp-bar\"><title>80NSSC22FA782 — $140k — National Aeronautics and Space Administration — 2022-11-15</title></rect><rect x=\"244.4\" y=\"212.1\" width=\"6.1\" height=\"3.9\" class=\"pp-bar\"><title>SPE8EL23F10MV — $87k — Department of Defense — 2022-12-08</title></rect><rect x=\"254.2\" y=\"196.8\" width=\"6.1\" height=\"19.2\" class=\"pp-bar\"><title>1333BJ23F00180005 — $434k — Department of Commerce — 2022-12-22</title></rect><rect x=\"264.0\" y=\"169.7\" width=\"6.1\" height=\"46.3\" class=\"pp-bar\"><title>2031ZB23F00024 — $1.0M — Department of the Treasury — 2023-03-07</title></rect><rect x=\"273.9\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>2031ZB23F00028 — $45k — Department of the Treasury — 2023-04-05</title></rect><rect x=\"283.7\" y=\"202.8\" width=\"6.1\" height=\"13.2\" class=\"pp-bar\"><title>36C10B23F0107 — $299k — Department of Veterans Affairs — 2023-04-17</title></rect><rect x=\"293.5\" y=\"207.6\" width=\"6.1\" height=\"8.4\" class=\"pp-bar\"><title>N6523623F0421 — $191k — Department of Defense — 2023-06-16</title></rect><rect x=\"303.3\" y=\"208.3\" width=\"6.1\" height=\"7.7\" class=\"pp-bar\"><title>N6426723F0257 — $175k — Department of Defense — 2023-06-27</title></rect><rect x=\"313.1\" y=\"204.1\" width=\"6.1\" height=\"11.9\" class=\"pp-bar\"><title>N6600123F0863 — $270k — Department of Defense — 2023-07-21</title></rect><rect x=\"323.0\" y=\"170.0\" width=\"6.1\" height=\"46.0\" class=\"pp-bar\"><title>75D30123C17427 — $1.0M — Department of Health and Human Services — 2023-08-07</title></rect><rect x=\"332.8\" y=\"211.0\" width=\"6.1\" height=\"5.0\" class=\"pp-bar\"><title>28321323FDX030175 — $113k — Social Security Administration — 2023-08-14</title></rect><rect x=\"342.6\" y=\"192.3\" width=\"6.1\" height=\"23.7\" class=\"pp-bar\"><title>15DDHQ23F00001079 — $535k — Department of Justice — 2023-09-30</title></rect><rect x=\"352.4\" y=\"202.6\" width=\"6.1\" height=\"13.4\" class=\"pp-bar\"><title>1331L523F13230088 — $303k — Department of Commerce — 2023-09-30</title></rect><rect x=\"362.2\" y=\"212.3\" width=\"6.1\" height=\"3.7\" class=\"pp-bar\"><title>15JPSS24F00000144 — $84k — Department of Justice — 2023-12-20</title></rect><rect x=\"372.0\" y=\"206.9\" width=\"6.1\" height=\"9.1\" class=\"pp-bar\"><title>2032H524F00105 — $205k — Department of the Treasury — 2023-12-29</title></rect><rect x=\"381.9\" y=\"209.9\" width=\"6.1\" height=\"6.1\" class=\"pp-bar\"><title>15JPSS25F00000244 — $137k — Department of Justice — 2024-01-01</title></rect><rect x=\"391.7\" y=\"212.9\" width=\"6.1\" height=\"3.1\" class=\"pp-bar\"><title>N6600124F0242 — $69k — Department of Defense — 2024-02-21</title></rect><rect x=\"401.5\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>15DDHQ24F00000320 — $22k — Department of Justice — 2024-04-22</title></rect><rect x=\"411.3\" y=\"97.1\" width=\"6.1\" height=\"118.9\" class=\"pp-bar\"><title>SPE8EL24F18E4 — $2.7M — Department of Defense — 2024-08-08</title></rect><rect x=\"421.1\" y=\"210.2\" width=\"6.1\" height=\"5.8\" class=\"pp-bar\"><title>28321324FDX030206 — $130k — Social Security Administration — 2024-09-03</title></rect><rect x=\"431.0\" y=\"212.6\" width=\"6.1\" height=\"3.4\" class=\"pp-bar\"><title>N6600124F1023 — $76k — Department of Defense — 2024-09-11</title></rect><rect x=\"440.8\" y=\"196.2\" width=\"6.1\" height=\"19.8\" class=\"pp-bar\"><title>15DDHQ24F00000741 — $448k — Department of Justice — 2024-09-30</title></rect><rect x=\"450.6\" y=\"199.1\" width=\"6.1\" height=\"16.9\" class=\"pp-bar\"><title>15DDHQ24F00000590 — $382k — Department of Justice — 2024-09-30</title></rect><rect x=\"460.4\" y=\"212.1\" width=\"6.1\" height=\"3.9\" class=\"pp-bar\"><title>FA282324FE156 — $88k — Department of Defense — 2024-09-30</title></rect><rect x=\"470.2\" y=\"205.5\" width=\"6.1\" height=\"10.5\" class=\"pp-bar\"><title>2031JW25F00017 — $238k — Department of the Treasury — 2024-10-18</title></rect><rect x=\"480.0\" y=\"214.0\" width=\"6.1\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA093 — $13k — National Aeronautics and Space Administration — 2024-12-09</title></rect><rect x=\"489.9\" y=\"24.0\" width=\"6.1\" height=\"192.0\" class=\"pp-bar\"><title>SP470125F0050 — $4.3M — Department of Defense — 2024-12-21</title></rect><rect x=\"499.7\" y=\"208.7\" width=\"6.1\" height=\"7.3\" class=\"pp-bar\"><title>SPE8EL25F123Q — $165k — Department of Defense — 2025-01-28</title></rect><rect x=\"509.5\" y=\"171.9\" width=\"6.1\" height=\"44.1\" class=\"pp-bar\"><title>2031ZB25F00026 — $997k — Department of the Treasury — 2025-01-31</title></rect><rect x=\"519.3\" y=\"186.3\" width=\"6.1\" height=\"29.7\" class=\"pp-bar\"><title>28321325FDX030070 — $672k — Social Security Administration — 2025-02-24</title></rect><rect x=\"529.1\" y=\"201.0\" width=\"6.1\" height=\"15.0\" class=\"pp-bar\"><title>12314425F0133 — $340k — Department of Agriculture — 2025-05-01</title></rect><rect x=\"539.0\" y=\"209.3\" width=\"6.1\" height=\"6.7\" class=\"pp-bar\"><title>N6600125F0476 — $152k — Department of Defense — 2025-05-01</title></rect><rect x=\"548.8\" y=\"193.9\" width=\"6.1\" height=\"22.1\" class=\"pp-bar\"><title>FA820125F0254 — $500k — Department of Defense — 2025-08-11</title></rect><rect x=\"558.6\" y=\"207.1\" width=\"6.1\" height=\"8.9\" class=\"pp-bar\"><title>N6426725F4223 — $202k — Department of Defense — 2025-08-11</title></rect><rect x=\"568.4\" y=\"96.7\" width=\"6.1\" height=\"119.3\" class=\"pp-bar\"><title>N6523625FE164 — $2.7M — Department of Defense — 2025-09-10</title></rect><rect x=\"578.2\" y=\"210.0\" width=\"6.1\" height=\"6.0\" class=\"pp-bar\"><title>15JPPS26F00000024 — $136k — Department of Justice — 2026-01-01</title></rect><rect x=\"588.0\" y=\"212.1\" width=\"6.1\" height=\"3.9\" class=\"pp-bar\"><title>75D30126F20837 — $87k — Department of Health and Human Services — 2026-03-03</title></rect><rect x=\"597.9\" y=\"210.5\" width=\"6.1\" height=\"5.5\" class=\"pp-bar\"><title>36C10B26F0097 — $124k — Department of Veterans Affairs — 2026-03-24</title></rect><rect x=\"607.7\" y=\"176.6\" width=\"6.1\" height=\"39.4\" class=\"pp-bar\"><title>28321326FDX030046 — $891k — Social Security Administration — 2026-04-01</title></rect><rect x=\"617.5\" y=\"195.2\" width=\"6.1\" height=\"20.8\" class=\"pp-bar\"><title>FA282326F0068 — $470k — Department of Defense — 2026-04-16</title></rect><rect x=\"627.3\" y=\"196.2\" width=\"6.1\" height=\"19.8\" class=\"pp-bar\"><title>2031ZB26F00021 — $449k — Department of the Treasury — 2026-04-17</title></rect><rect x=\"637.1\" y=\"201.0\" width=\"6.1\" height=\"15.0\" class=\"pp-bar\"><title>12314426F0149 — $340k — Department of Agriculture — 2026-05-01</title></rect><rect x=\"647.0\" y=\"198.4\" width=\"6.1\" height=\"17.6\" class=\"pp-bar\"><title>N0003926FB032 — $398k — Department of Defense — 2026-05-07</title></rect><rect x=\"656.8\" y=\"205.2\" width=\"6.1\" height=\"10.8\" class=\"pp-bar\"><title>N6426726F4058 — $243k — Department of Defense — 2026-06-05</title></rect><rect x=\"666.6\" y=\"211.3\" width=\"6.1\" height=\"4.7\" class=\"pp-bar\"><title>N0017826FS769 — $106k — Department of Defense — 2026-06-15</title></rect><rect x=\"676.4\" y=\"203.8\" width=\"6.1\" height=\"12.2\" class=\"pp-bar\"><title>36C10B26F0259 — $276k — Department of Veterans Affairs — 2026-08-01</title></rect><rect x=\"686.2\" y=\"196.8\" width=\"6.1\" height=\"19.2\" class=\"pp-bar\"><title>7571TE26F00329 — $433k — Department of Health and Human Services — 2026-08-08</title></rect><rect x=\"696.0\" y=\"206.8\" width=\"6.1\" height=\"9.2\" class=\"pp-bar\"><title>36C10B26F0363 — $208k — Department of Veterans Affairs — 2026-09-03</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-08-15</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-03</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (66 awards, obligated)</text></svg>",
      "published_date": "2026-09-21",
      "url": "/cloudera/",
      "changelog": [
        {
          "date": "2026-09-20",
          "note": "Initial publication: 66 awards, $12,870–$4,343,650."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "databricks": {
      "product_slug": "databricks",
      "product_name": "Databricks",
      "vendor": "Databricks Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "70SBUR18F00000416",
          "recipient": "WESTWIND TEAM LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2018-06-29",
          "end_date": "2020-12-31",
          "amount": 5811435.46,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATABRICKS",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR18F00000416_7003_HSHQDC13D00010_7001"
        },
        {
          "award_id": "9531CB19F0091",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Databricks Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Consumer Financial Protection Bureau",
          "sub_agency": "Consumer Financial Protection Bureau",
          "action_date": "2019-08-20",
          "end_date": "2023-01-24",
          "amount": 591030.24,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATABRICKS ENTERPRISE PLATFORM",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_9531CB19F0091_955F_NNG15SC03B_8000"
        },
        {
          "award_id": "70B04C20F00001569",
          "recipient": "PANAMERICA COMPUTERS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2020-10-01",
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          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 4945572.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATABRICKS PLATFORM AS A SERVICE SUBSCRIPTION",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RCSJ26FC0000030_7001_70RTAC26A00000010_7001"
        },
        {
          "award_id": "2099CE26F00028",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of the Treasury",
          "sub_agency": "Treasury Common Services Center",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 202488.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATABRICKS SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2099CE26F00028_2099_NNG15SC71B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "70RTAC26FC0000024",
          "excerpt": "DATABRICKS PLATFORM PRODUCTS, TECHNICAL SUPPORT, AND PROGRAM MANAGEMENT OFFICE (PMO) SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "2032H526C00005",
          "excerpt": "PROCUREMENT OF LICENSES AND SUPPORT SERVICES FOR THE DATABRICKS PLATFORM IN SUPPORT OF THE DATA MODERNIZATION EFFORT."
        },
        {
          "pattern": "licences",
          "award_id": "2032H526C00005",
          "excerpt": "PROCUREMENT OF LICENSES AND SUPPORT SERVICES FOR THE DATABRICKS PLATFORM IN SUPPORT OF THE DATA MODERNIZATION EFFORT."
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C24F00000542",
          "excerpt": "DATABRICKS SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR21F00000205",
          "excerpt": "DATABRICKS OPERATIONAL UNITS AND ENHANCED SUPPORT (DATABRICKS SOFTWARE) IS A TOOL USED TO ENHANCE DATA WAREHOUSE AND REPORTING SYSTEMS WITH AUTOMATED PLATFORM DATABASE UNITS (DBUS), INTERACTIVE DBUS, "
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR23F00000071",
          "excerpt": "THIS DELIVERY ORDER IS FOR DATABRICKS SOFTWARE AND SOFTWARE MAINTENANCE CURRENTLY IN USE BY USCIS."
        },
        {
          "pattern": "support",
          "award_id": "70SBUR25F00000064",
          "excerpt": "SECTION 2(D) SECTION 4(A). DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR25F00000064",
          "excerpt": "SECTION 2(D) SECTION 4(A). DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE"
        },
        {
          "pattern": "support",
          "award_id": "70B04C23F00000766",
          "excerpt": "DATABRICKS ENTERPRISE SOFTWARE SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70RCSJ26FC0000030",
          "excerpt": "DATABRICKS PLATFORM AS A SERVICE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70RCSJ26FC0000030",
          "excerpt": "DATABRICKS PLATFORM AS A SERVICE SUBSCRIPTION"
        },
        {
          "pattern": "support",
          "award_id": "47QACA26F0071",
          "excerpt": "HRS POWER BI POWER APPS DATABRICKS DEV SUPPORT FOR HRS PRODUCTS AND SERVICES CALL 1"
        },
        {
          "pattern": "support",
          "award_id": "15F06721F0002695",
          "excerpt": "PROCUREMENT OF THE DATABRICKS PLATFORM CAPACITY AND ENHANCED SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR21F00000027",
          "excerpt": "DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS"
        },
        {
          "pattern": "support",
          "award_id": "75F40126F80016",
          "excerpt": "DATABRICKS LICENSES AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75F40126F80016",
          "excerpt": "DATABRICKS LICENSES AND SUPPORT"
        },
        {
          "pattern": "professional_services",
          "award_id": "70RTAC26FC0000046",
          "excerpt": "BPA CALL ORDER FOR THE PROCUREMENT OF DATABRICKS PROFESSIONAL SERVICES. ALL TERMS AND CONDITIONS FROM THE BPA FLOW DOWN AND ARE IN FULL EFFECT."
        },
        {
          "pattern": "support",
          "award_id": "75F40123F80140",
          "excerpt": "DATABRICKS SOFTWARE LICENSE AND SUPPORT CATALOG ORDER"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80140",
          "excerpt": "DATABRICKS SOFTWARE LICENSE AND SUPPORT CATALOG ORDER"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR24F00000295",
          "excerpt": "DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE DATA WAREHOUSE AND ENTERPR"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR24F00000295",
          "excerpt": "DATABRICKS SOFTWARE LICENSES AND OPERATIONAL UNITS. THIS PLATFORM SUPPORTS THE DATA STORAGE, ANALYTICS, AND SECURITY NEEDS OF THE ENTERPRISE. IT DEVELOPS AND ADMINISTERS THE DATA WAREHOUSE AND ENTERPR"
        },
        {
          "pattern": "escalation",
          "award_id": "70SBUR22F00000259",
          "excerpt": "THIS ACTION WILL PROCURE ADDITIONAL DBUS (CAPACITY) FOR THE DATABRICKS SOFTWARE TO MEET INCREASED NEED AND USAGE PRIOR TO THE FY23 RECOMPETE."
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM24F2242",
          "excerpt": "DATABRICKS OEM PAY AS YOU GO CREDITS."
        },
        {
          "pattern": "implementation",
          "award_id": "70T03026F7667N084",
          "excerpt": "DEPLOYMENT OF DATABRICKS SOLUTION WITHIN THE TRANSPORTATION SECURITY ADMINISTRATION ENTERPRISE."
        },
        {
          "pattern": "licences",
          "award_id": "FA701423F0122",
          "excerpt": "KIDO-WHITFIELD: DATABRICKS LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "9531CB22F0104",
          "excerpt": "DATABRICKS ENTERPRISE PLATFORM, DATABRICKS PLATFORM CAPACITY, AND ADDITIONAL SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80059",
          "excerpt": "DATABRICKS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "9531CB25F0040",
          "excerpt": "DATABRICKS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "70CMSD24FR0000060",
          "excerpt": "DATABRICKS SOFTWARE LICENSE"
        },
        {
          "pattern": "professional_services",
          "award_id": "80NSSC26P1599",
          "excerpt": "CDAIO FY26 DATABRICKS PROFESSIONAL SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40122F80121",
          "excerpt": "CDER DATABRICKS LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM24P0439",
          "excerpt": "DATABRICKS SUCCESS CREDITS"
        },
        {
          "pattern": "support",
          "award_id": "697DCK26F01062",
          "excerpt": "PURCHASE OF DATABRICKS SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "70FA3123F00000055",
          "excerpt": "FEMADEX DATABRICKS GUIDED SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70CMSD23FR0000046",
          "excerpt": "DATABRICKS LICENSE"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000041",
          "excerpt": "THE PURPOSE OF THIS AWARD IS TO PURCHASE DATABRICKS LICENSES TO PERFORM DATA ENGINEERING, DATA SCIENCE, MACHINE LEARNING AND ANALYTICAL TASKS ON MISSION CRITICAL DATA FOR U.S. IMMIGRATION AND CUSTOMS "
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00116",
          "excerpt": "DATABRICKS RENEWAL"
        },
        {
          "pattern": "training",
          "award_id": "70FA3026F00000193",
          "excerpt": "DATABRICKS TRAINING DOLLAR FOR THREE COURSES"
        },
        {
          "pattern": "support",
          "award_id": "697DCK25F00443",
          "excerpt": "ITAR-25-1588  SLI # - 56714  AWS GOV CLOUD FOR DATABRICKS - ENHANCED SECURITY CAPABILITIES AND COMPLIANCE CONTROLS TO SUPPORT FEDRAMP HIGH (COMMUNITY) DATABRICKS INC. - DB-AWS ESC  SLI LOCATOR - DATAB"
        },
        {
          "pattern": "licences",
          "award_id": "70CTD025FR0000037",
          "excerpt": "THE PURPOSE OF THIS AWARD IS TO PURCHASE DATABRICKS LICENSES TO PERFORM DATA ENGINEERING, DATA SCIENCE, MACHINE LEARNING AND ANALYTICAL TASKS ON MISSION CRITICAL DATA FOR U.S. IMMIGRATION AND CUSTOMS "
        },
        {
          "pattern": "training",
          "award_id": "N4248522F0007",
          "excerpt": "DATABRICKS TRAINING"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 26,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 26,
        "low": 37490.36,
        "p25": 256981.46,
        "median": 750722.6,
        "p75": 2618504.71,
        "high": 19835734.74,
        "from": "2018-06-29",
        "to": "2026-09-30"
      },
      "clean_count": 26,
      "scope_counts": {
        "services": 4,
        "license": 23,
        "renewal": 3,
        "support": 7,
        "unknown": 16,
        "bundle": 1,
        "modification": 1,
        "training": 2
      },
      "observed_low": 37490.36,
      "observed_high": 19835734.74,
      "observed_median": 750722.6,
      "observed_total": 76537648.82,
      "award_count": 57,
      "agency_count": 13,
      "date_range": {
        "from": "2018-06-29",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Databricks",
      "slug": "databricks",
      "prose": {
        "answer_lead": "Public agencies have awarded 57 contracts naming Databricks, from $37,490 to $19,835,735, each traced to a USAspending record. 26 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Databricks appears in 57 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $52,423 to $19,680,057, the largest being $19,680,057 to Department of Homeland Security in 2024. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "What is the lowest recorded contract award for Databricks licenses?",
            "answer": "The lowest recorded contract award for Databricks licenses is $37,490.36, from a Department of Homeland Security award in 2025 for \"DATABRICKS LICENSES.\"",
            "award_ids": [
              "70CTD025FR0000037"
            ]
          },
          {
            "question": "What is the highest recorded contract award for Databricks licenses and support?",
            "answer": "The highest recorded contract award for Databricks is $19,835,734.74, from a Department of the Treasury award in 2026 for \"PROCUREMENT OF LICENSES AND SUPPORT SERVICES FOR THE DATABRICKS PLATFORM IN SUPPORT OF THE DATA MODERNIZATION EFFORT.\"",
            "award_ids": [
              "2032H526C00005"
            ]
          },
          {
            "question": "Are there additional costs beyond licenses for Databricks?",
            "answer": "Contract descriptions indicate that support, services, and training are often procured alongside Databricks licenses. An example includes an award for \"DATABRICKS PLATFORM CAPACITY AND ENHANCED SUPPORT\" for $4,399,518.96.",
            "award_ids": [
              "15F06721F0002695",
              "N4248522F0007"
            ]
          },
          {
            "question": "Which agencies have awarded contracts for Databricks?",
            "answer": "13 agencies have awarded contracts for Databricks.",
            "award_ids": []
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from contract awards.",
            "One Department of Homeland Security award for $6,511,283.25 was for \"DATABRICKS SOFTWARE AND SOFTWARE MAINTENANCE.\" Another Department of the Treasury award for $19,835,734.74 included \"LICENSES AND SUPPORT SERVICES.\" The Department of Homeland Security also had a $19,680,056.65 award for \"DATABRICKS SOFTWARE RENEWAL.\"",
            "Based on 26 awards, the median award amount is $750,722.60.",
            "empty_faq_answer: What is the typical contract award amount for Databricks licenses and renewals?"
          ],
          "rewritten": [
            "Public agencies have recorded contract awards for Databricks from a low of $37,4",
            "Public agencies have recorded contract awards for Databricks from a low of $37,4",
            "Buyers renewing Databricks should note that contract descriptions indicate that ",
            "One Department of Homeland Security award for $6,511,283.25 was for \"DATABRICKS ",
            "Based on 26 license and renewal awards, the typical contract award for Databrick",
            "Based on 26 awards for Databricks licenses and renewals, the median award amount",
            "Yes, contract descriptions indicate that support, services, and training are oft",
            "13 agencies have awarded contracts for Databricks. The Department of Homeland Se",
            "13 agencies have awarded contracts for Databricks. The Department of Homeland Se"
          ],
          "faq_in": 5,
          "faq_dropped": 1,
          "faq_kept": 4,
          "renewal_fallback_used": true,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 57 public contract awards from 13 awarding agencies.",
          "The figures below are computed from 26 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 20.0, and the highest is 529.1 times the lowest.",
          "22 of 57 awards (39%) come from Department of Homeland Security.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 8 awards (14%).",
          "The records span 2018-06-29 to 2026-09-30."
        ],
        "numbers": [
          39,
          14,
          529.1,
          20.0,
          13,
          22,
          8,
          26,
          31
        ],
        "basis_sentence": "The figures below are computed from 26 licence and renewal awards; the other 31 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "services": 4,
          "license": 23,
          "renewal": 3,
          "support": 7,
          "unknown": 16,
          "bundle": 1,
          "modification": 1,
          "training": 2
        },
        "agency_names": [
          "Department of Homeland Security",
          "Department of Health and Human Services",
          "Department of Defense",
          "Department of Transportation",
          "Department of State",
          "Consumer Financial Protection Bureau",
          "Department of the Treasury",
          "General Services Administration",
          "Department of Justice",
          "Office of Personnel Management",
          "Department of Education",
          "Department of Agriculture",
          "National Aeronautics and Space Administration"
        ],
        "agency_counts": {
          "Department of Homeland Security": 22,
          "Consumer Financial Protection Bureau": 3,
          "Department of Justice": 1,
          "Department of Defense": 6,
          "Department of Health and Human Services": 8,
          "Department of State": 4,
          "Office of Personnel Management": 1,
          "Department of Transportation": 5,
          "Department of Education": 1,
          "Department of the Treasury": 2,
          "General Services Administration": 2,
          "Department of Agriculture": 1,
          "National Aeronautics and Space Administration": 1
        },
        "recipient_counts": {
          "WESTWIND TEAM LLP": 1,
          "CARAHSOFT TECHNOLOGY CORP": 8,
          "PANAMERICA COMPUTERS, INC.": 8,
          "AUGUST SCHELL ENTERPRISES, INC.": 1,
          "JASPER SOLUTIONS INC.": 1,
          "NETCOM LEARNING INC.-NY": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 5,
          "FCN, INC.": 3,
          "AKIRA TECHNOLOGIES INC.": 2,
          "BLUE TECH INC.": 2,
          "FS PARTNERS, LLP": 1,
          "NEW TECH SOLUTIONS, INC.": 4,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "SNAP, INC": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 2,
          "MICROTECHNOLOGIES LLC": 4,
          "COUNTERTRADE PRODUCTS, INC.": 1,
          "DATABRICKS FEDERAL LLC": 5,
          "EXCELLA, LLC": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 1,
          "ACCESSAGILITY LLC": 1,
          "ACCENTURE FEDERAL SERVICES LLC": 1,
          "CDW GOVERNMENT LLC": 1,
          "ECLIPSE SUN SYSTEMS LLC": 1
        },
        "top_agency": "Department of Homeland Security",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 529.1
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Databricks\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$28.5M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$57.0M</text><line x1=\"56\" y1=\"213.5\" x2=\"704\" y2=\"213.5\" class=\"pp-median\"/><text x=\"704\" y=\"207.5\" class=\"pp-median-label\" text-anchor=\"end\">median $751k</text><rect x=\"58.2\" y=\"196.4\" width=\"7.0\" height=\"19.6\" class=\"pp-bar\"><title>70SBUR18F00000416 — $5.8M — Department of Homeland Security — 2018-06-29</title></rect><rect x=\"69.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>9531CB19F0091 — $591k — Consumer Financial Protection Bureau — 2019-08-20</title></rect><rect x=\"80.9\" y=\"212.7\" width=\"7.0\" height=\"3.3\" class=\"pp-bar\"><title>70B04C20F00001569 — $972k — Department of Homeland Security — 2020-10-01</title></rect><rect x=\"92.3\" y=\"206.2\" width=\"7.0\" height=\"9.8\" class=\"pp-bar\"><title>70SBUR21F00000027 — $2.9M — Department of Homeland Security — 2021-01-01</title></rect><rect x=\"103.6\" y=\"201.2\" width=\"7.0\" height=\"14.8\" class=\"pp-bar\"><title>15F06721F0002695 — $4.4M — Department of Justice — 2021-09-25</title></rect><rect x=\"115.0\" y=\"193.1\" width=\"7.0\" height=\"22.9\" class=\"pp-bar\"><title>70SBUR21F00000205 — $6.8M — Department of Homeland Security — 2021-09-30</title></rect><rect x=\"126.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>FA701422F0019 — $194k — Department of Defense — 2021-12-30</title></rect><rect x=\"137.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>N4248522F0007 — $18k — Department of Defense — 2022-04-08</title></rect><rect x=\"149.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40122F80121 — $276k — Department of Health and Human Services — 2022-04-29</title></rect><rect x=\"160.5\" y=\"213.1\" width=\"7.0\" height=\"2.9\" class=\"pp-bar\"><title>FA701422F0105 — $850k — Department of Defense — 2022-05-06</title></rect><rect x=\"171.8\" y=\"212.7\" width=\"7.0\" height=\"3.3\" class=\"pp-bar\"><title>70SBUR22F00000259 — $982k — Department of Homeland Security — 2022-09-30</title></rect><rect x=\"183.2\" y=\"213.7\" width=\"7.0\" height=\"2.3\" class=\"pp-bar\"><title>9531CB22F0104 — $682k — Consumer Financial Protection Bureau — 2022-09-30</title></rect><rect x=\"194.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>FA701422F0419 — $86k — Department of Defense — 2022-09-30</title></rect><rect x=\"205.9\" y=\"194.1\" width=\"7.0\" height=\"21.9\" class=\"pp-bar\"><title>70SBUR23F00000071 — $6.5M — Department of Homeland Security — 2023-03-31</title></rect><rect x=\"217.3\" y=\"213.5\" width=\"7.0\" height=\"2.5\" class=\"pp-bar\"><title>FA701423F0122 — $751k — Department of Defense — 2023-05-01</title></rect><rect x=\"228.7\" y=\"212.0\" width=\"7.0\" height=\"4.0\" class=\"pp-bar\"><title>75F40123F80140 — $1.2M — Department of Health and Human Services — 2023-05-22</title></rect><rect x=\"240.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD23FR0000046 — $107k — Department of Homeland Security — 2023-06-19</title></rect><rect x=\"251.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA3123F00000055 — $165k — Department of Homeland Security — 2023-07-10</title></rect><rect x=\"262.8\" y=\"197.2\" width=\"7.0\" height=\"18.8\" class=\"pp-bar\"><title>70B04C23F00000766 — $5.6M — Department of Homeland Security — 2023-07-27</title></rect><rect x=\"274.2\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F2932 — $32k — Department of State — 2023-09-30</title></rect><rect x=\"285.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>24362524P0001 — $164k — Office of Personnel Management — 2023-11-29</title></rect><rect x=\"296.9\" y=\"195.2\" width=\"7.0\" height=\"20.8\" class=\"pp-bar\"><title>70SBUR24F00000062 — $6.2M — Department of Homeland Security — 2024-03-31</title></rect><rect x=\"308.3\" y=\"213.2\" width=\"7.0\" height=\"2.8\" class=\"pp-bar\"><title>FA701424F0146 — $823k — Department of Defense — 2024-05-01</title></rect><rect x=\"319.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24P0439 — $250k — Department of State — 2024-05-08</title></rect><rect x=\"331.0\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24F1147 — $46k — Department of State — 2024-06-17</title></rect><rect x=\"342.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CMSD24FR0000060 — $315k — Department of Homeland Security — 2024-06-18</title></rect><rect x=\"353.7\" y=\"149.7\" width=\"7.0\" height=\"66.3\" class=\"pp-bar\"><title>70B04C24F00000542 — $19.7M — Department of Homeland Security — 2024-07-27</title></rect><rect x=\"365.1\" y=\"212.9\" width=\"7.0\" height=\"3.1\" class=\"pp-bar\"><title>19AQMM24F2242 — $914k — Department of State — 2024-09-23</title></rect><rect x=\"376.5\" y=\"212.6\" width=\"7.0\" height=\"3.4\" class=\"pp-bar\"><title>70SBUR24F00000295 — $1.0M — Department of Homeland Security — 2024-09-30</title></rect><rect x=\"387.8\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>9531CB25F0040 — $384k — Consumer Financial Protection Bureau — 2025-02-27</title></rect><rect x=\"399.2\" y=\"194.9\" width=\"7.0\" height=\"21.1\" class=\"pp-bar\"><title>70SBUR25F00000064 — $6.3M — Department of Homeland Security — 2025-03-31</title></rect><rect x=\"410.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40125F80059 — $436k — Department of Health and Human Services — 2025-04-28</title></rect><rect x=\"421.9\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK25F00443 — $52k — Department of Transportation — 2025-05-15</title></rect><rect x=\"433.3\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75ACF125F80019 — $173k — Department of Health and Human Services — 2025-05-20</title></rect><rect x=\"444.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD025FR0000037 — $37k — Department of Homeland Security — 2025-06-18</title></rect><rect x=\"456.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70CTD025FR0000041 — $83k — Department of Homeland Security — 2025-07-18</title></rect><rect x=\"467.4\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>91003125F0026 — $200k — Department of Education — 2025-09-19</title></rect><rect x=\"478.8\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>75F40125F80224 — $570k — Department of Health and Human Services — 2025-09-21</title></rect><rect x=\"490.2\" y=\"211.0\" width=\"7.0\" height=\"5.0\" class=\"pp-bar\"><title>70SBUR25F00000211 — $1.5M — Department of Homeland Security — 2025-09-24</title></rect><rect x=\"501.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00116 — $52k — Department of Transportation — 2025-12-30</title></rect><rect x=\"512.9\" y=\"149.2\" width=\"7.0\" height=\"66.8\" class=\"pp-bar\"><title>2032H526C00005 — $19.8M — Department of the Treasury — 2026-01-02</title></rect><rect x=\"524.3\" y=\"210.0\" width=\"7.0\" height=\"6.0\" class=\"pp-bar\"><title>75F40126F80016 — $1.8M — Department of Health and Human Services — 2026-01-30</title></rect><rect x=\"535.6\" y=\"209.9\" width=\"7.0\" height=\"6.1\" class=\"pp-bar\"><title>47QPCA26F0011 — $1.8M — General Services Administration — 2026-02-01</title></rect><rect x=\"547.0\" y=\"200.4\" width=\"7.0\" height=\"15.6\" class=\"pp-bar\"><title>47QACA26F0071 — $4.6M — General Services Administration — 2026-02-02</title></rect><rect x=\"558.4\" y=\"199.2\" width=\"7.0\" height=\"16.8\" class=\"pp-bar\"><title>12314426F0072 — $5.0M — Department of Agriculture — 2026-02-13</title></rect><rect x=\"569.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00426 — $25k — Department of Transportation — 2026-04-29</title></rect><rect x=\"581.1\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>7571TE26F80066 — $251k — Department of Health and Human Services — 2026-06-11</title></rect><rect x=\"592.5\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>70FA3026F00000193 — $52k — Department of Homeland Security — 2026-07-24</title></rect><rect x=\"603.8\" y=\"24.0\" width=\"7.0\" height=\"192.0\" class=\"pp-bar\"><title>70RTAC26FC0000024 — $57.0M — Department of Homeland Security — 2026-07-31</title></rect><rect x=\"615.2\" y=\"213.3\" width=\"7.0\" height=\"2.7\" class=\"pp-bar\"><title>70T03026F7667N084 — $800k — Department of Homeland Security — 2026-08-24</title></rect><rect x=\"626.6\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F00938 — $149k — Department of Transportation — 2026-08-26</title></rect><rect x=\"637.9\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>697DCK26F01062 — $200k — Department of Transportation — 2026-09-17</title></rect><rect x=\"649.3\" y=\"202.5\" width=\"7.0\" height=\"13.5\" class=\"pp-bar\"><title>7571TE26F80330 — $4.0M — Department of Health and Human Services — 2026-09-28</title></rect><rect x=\"660.7\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC26P1599 — $298k — National Aeronautics and Space Administration — 2026-09-28</title></rect><rect x=\"672.1\" y=\"211.0\" width=\"7.0\" height=\"5.0\" class=\"pp-bar\"><title>70RTAC26FC0000046 — $1.5M — Department of Homeland Security — 2026-09-29</title></rect><rect x=\"683.4\" y=\"199.3\" width=\"7.0\" height=\"16.7\" class=\"pp-bar\"><title>70RCSJ26FC0000030 — $4.9M — Department of Homeland Security — 2026-09-30</title></rect><rect x=\"694.8\" y=\"214.0\" width=\"7.0\" height=\"2.0\" class=\"pp-bar\"><title>2099CE26F00028 — $202k — Department of the Treasury — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-06-29</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (57 awards, obligated)</text></svg>",
      "published_date": "2026-09-19",
      "url": "/databricks/",
      "changelog": [
        {
          "date": "2026-09-19",
          "note": "Initial publication: 57 awards, $18,000–$57,000,000."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $57,000,000 -> $19,835,735; lowest observed $18,000 -> $37,490"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "confluent": {
      "product_slug": "confluent",
      "product_name": "Confluent",
      "vendor": "Confluent Inc.",
      "list_price": {
        "value": 385,
        "unit": "USD per month (starting)",
        "publisher": "Confluent, Inc.",
        "url": "https://www.confluent.io/confluent-cloud/pricing/",
        "quote": "Standard ... Starting at ~$385/Month",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "HC108419F0253",
          "recipient": "VAE, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2019-09-25",
          "end_date": "2024-09-24",
          "amount": 35400986.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT ENTERPRISE KAFKA SOFTWARE",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC108419F0253_9700_NNG15SC94B_8000"
        },
        {
          "award_id": "15F06720F0001821",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Justice",
          "sub_agency": "Federal Bureau of Investigation",
          "action_date": "2020-07-02",
          "end_date": "2025-07-01",
          "amount": 10492947.52,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 64373.91,
            "unit": "node",
            "quantity": 163.0,
            "basis": "$10,492,947.52 ÷ 163 nodes = $64,373.91 per node for 12 months"
          },
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT USONLY SUBSCRIPTION 12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CO",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15F06720F0001821_1549_NNG15SD19B_8000"
        },
        {
          "award_id": "70SBUR20F00000304",
          "recipient": "GOVPLACE, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2020-09-30",
          "end_date": "2021-09-29",
          "amount": 1901833.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR20F00000304_7003_HSHQDC13D00022_7001"
        },
        {
          "award_id": "36C10B21F0127",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2021-05-11",
          "end_date": "2023-05-10",
          "amount": 811037.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "CONFLUENT SOFTWARE AND ASSOCIATED SUPPORT SERVICES.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B21F0127_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "70SBUR21F00000258",
          "recipient": "GOVPLACE, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2021-09-30",
          "end_date": "2022-09-29",
          "amount": 2284598.39,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT/KAFKA LICENSES AND PRODUCT SUPPORT",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR21F00000258_7003_HSHQDC13D00022_7001"
        },
        {
          "award_id": "75D30122C12937",
          "recipient": "KAMBRIAN CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Centers for Disease Control and Prevention",
          "action_date": "2021-10-29",
          "end_date": "2022-10-31",
          "amount": 464850.12,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT SOFTWARE LICENSING",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75D30122C12937_7523_-NONE-_-NONE-"
        },
        {
          "award_id": "HC102822F0302",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2022-03-11",
          "end_date": "2026-02-24",
          "amount": 1292823.82,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "CONFLUENT CP-PLA-PROD-FED",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102822F0302_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "70B04C22F00000359",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2022-04-26",
          "end_date": "2023-04-25",
          "amount": 1076266.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT PLATFORM SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C22F00000359_7014_NNG15SC91B_8000"
        },
        {
          "award_id": "W91RUS22F0176",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-06-16",
          "end_date": "2023-06-29",
          "amount": 223924.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT PLATFORM PLATINUM",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91RUS22F0176_9700_W52P1J20D0046_9700"
        },
        {
          "award_id": "W15QKN22F0395",
          "recipient": "WORLD WIDE TECHNOLOGY LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-06-28",
          "end_date": "2025-05-29",
          "amount": 3266406.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "THIS IS A REQUIREMENT FOR CONFLUENT APACHE KAFKA ON BEHALF OF PEO EIS PMO IPPS-A.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W15QKN22F0395_9700_W52P1J20D0069_9700"
        },
        {
          "award_id": "28321322FDX030178",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2022-07-01",
          "end_date": "2023-06-30",
          "amount": 825280.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "training",
          "scope_reason": "training",
          "description_excerpt": "CONFLUENT PLATFORM PLATINUM SOFTWARE, INTEGRATION SERVICES, AND TRAINING",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321322FDX030178_2800_NNG15SC27B_8000"
        },
        {
          "award_id": "80NSSC22PB710",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.83,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2022-08-16",
          "end_date": "2023-08-15",
          "amount": 23759.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "CONFLUENT ANNUAL LICENSE RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC22PB710_8000_-NONE-_-NONE-"
        },
        {
          "award_id": "N6600122F1003",
          "recipient": "NORSEMAN INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2022-08-25",
          "end_date": "2023-09-16",
          "amount": 2199051.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT PLATFORM PLATINUM PRODUCTION",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6600122F1003_9700_NNG15SC83B_8000"
        },
        {
          "award_id": "HC102822F1189",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2022-09-14",
          "end_date": "2023-09-30",
          "amount": 256500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT, INC. SUBSCRIPTIONS",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102822F1189_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "70SBUR22F00000293",
          "recipient": "AKIRA TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.96,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2022-09-30",
          "end_date": "2023-09-29",
          "amount": 2596512.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS IS A DELIVERY ORDER FOR CONFLUENT KAFKA SUBSCRIPTION SOFTWARE AND PRODUCT SUPPORT.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR22F00000293_7003_HHSN316201500024W_7529"
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          "end_date": "2027-06-29",
          "amount": 68455.53,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "DELIVERY ORDER FOR CONFLUENT PLATFORM KRAFT PLATINUM FLINK NODES PRODUCTION, PRE-PRODUCTION, AND DEVELOPMENT SOFTWARE. NO PRIOR DO/TO. PERIOD OF PERFORMANCE 06/30/2026 - 06/29/2027.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FDX030118_2800_NNG15SC03B_8000"
        },
        {
          "award_id": "70B04C26F00000493",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2026-07-17",
          "end_date": "2027-07-16",
          "amount": 2173391.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "BASE PERIOD - CONFLUENT PLATFORM SOFTWARE LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C26F00000493_7014_NNG15SC91B_8000"
        },
        {
          "award_id": "28321326FDX030151",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.83,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2026-08-20",
          "end_date": "2027-06-29",
          "amount": 42311.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FDX030151_2800_NNG15SC27B_8000"
        },
        {
          "award_id": "70SBUR26F00000276",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": "Confluent Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.99,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Citizenship and Immigration Services",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 2509946.07,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT IS NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT AND THE CONTINUOUS ARCHITECTRAL UPGRADES AND CONFIGURATIONS REQUIRED. POP 9/30/2026-9/29",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70SBUR26F00000276_7003_NNG15SC91B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "15F06720F0001821",
          "excerpt": "CONFLUENT USONLY SUBSCRIPTION  12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT"
        },
        {
          "pattern": "renewal",
          "award_id": "15F06720F0001821",
          "excerpt": "CONFLUENT USONLY SUBSCRIPTION  12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT"
        },
        {
          "pattern": "licences",
          "award_id": "15F06720F0001821",
          "excerpt": "CONFLUENT USONLY SUBSCRIPTION  12 MONTHS TO SUPPORT 163 NODES CONFLUENT DEVELOPER SKILLS FOR BUILDING APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT OPERATIONS FOR APACHE KAFKA KNOWLEDGE TRANSFER CONFLUENT"
        },
        {
          "pattern": "licences",
          "award_id": "W58P0525F0031",
          "excerpt": "COMMERCIAL OFF THE SHELF (COTS) CONFLUENT PLATFORM LICENSES FOR APACHE KAFKA"
        },
        {
          "pattern": "support",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "integration",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC25F0257",
          "excerpt": "CONFLUENT APACHE KAFKA PLATINUM SOFTWARE SUBSCRIPTION AND MAINTENANCE SUPPORT FOR PROJECT MANAGEMENT OFFICE (PMO) INTEGRATED PERSONNEL AND PAY SYSTEM ARMY (IPPS-A)."
        },
        {
          "pattern": "support",
          "award_id": "70B04C23F00000366",
          "excerpt": "CONFLUENT PLATFORM SOFTWARE AND PRODUCT SUPPORT SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B23F0088",
          "excerpt": "BENEFITS INTEGRATION PLATFORM (BIP) CONFLUENT SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "integration",
          "award_id": "36C10B23F0088",
          "excerpt": "BENEFITS INTEGRATION PLATFORM (BIP) CONFLUENT SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0088",
          "excerpt": "BENEFITS INTEGRATION PLATFORM (BIP) CONFLUENT SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "professional_services",
          "award_id": "70SBUR24F00000244",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY24 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE US"
        },
        {
          "pattern": "integration",
          "award_id": "70SBUR24F00000244",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY24 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE US"
        },
        {
          "pattern": "support",
          "award_id": "70B04C24F00000522",
          "excerpt": "CONFLUENT (KAFTA) PLATFORM SOFTWARE AND SUPPORT"
        },
        {
          "pattern": "professional_services",
          "award_id": "70SBUR23F00000253",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY 23 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE U"
        },
        {
          "pattern": "integration",
          "award_id": "70SBUR23F00000253",
          "excerpt": "THIS REQUIREMENT IS FOR THE FY 23 RECOMPETE OF CONFLUENT KAFKA LICENSING AND PROFESSIONAL SERVICES TO ASSIST USCIS TO CONTINUE TO INTEGRATE, CONFIGURE, AND OPTIMIZE CLOUD STORAGE TRANSFER WITHIN THE U"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030143",
          "excerpt": "SUBSCRIPTION RENEWAL OF CONFLUENT PLATFORM PLATINUM"
        },
        {
          "pattern": "licences",
          "award_id": "28321323FDX030143",
          "excerpt": "SUBSCRIPTION RENEWAL OF CONFLUENT PLATFORM PLATINUM"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR22F00000293",
          "excerpt": "THIS IS A DELIVERY ORDER FOR CONFLUENT KAFKA SUBSCRIPTION SOFTWARE AND PRODUCT SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "70SBUR22F00000293",
          "excerpt": "THIS IS A DELIVERY ORDER FOR CONFLUENT KAFKA SUBSCRIPTION SOFTWARE AND PRODUCT SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR22F00000293",
          "excerpt": "THIS IS A DELIVERY ORDER FOR CONFLUENT KAFKA SUBSCRIPTION SOFTWARE AND PRODUCT SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "70SBUR26F00000276",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT IS NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT AND THE CONTINUOUS ARCHITECTRAL UPGRAD"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR26F00000276",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT IS NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT AND THE CONTINUOUS ARCHITECTRAL UPGRAD"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR25F00000202",
          "excerpt": "CONFLUENT KAFKA SOFTWARE LICENSES AND PRODUCT SUPPORT NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT TO THE CLOUD AND THE CONTINUOUS "
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR25F00000202",
          "excerpt": "CONFLUENT KAFKA SOFTWARE LICENSES AND PRODUCT SUPPORT NEEDED FOR ONGOING PROFESSIONAL ARCHITECTURE AND ENGINEERING SERVICES THAT ARE REQUIRED TO PROVIDE DATA TRANSPORT TO THE CLOUD AND THE CONTINUOUS "
        },
        {
          "pattern": "support",
          "award_id": "70SBUR21F00000258",
          "excerpt": "CONFLUENT/KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR21F00000258",
          "excerpt": "CONFLUENT/KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70B04C26F00000493",
          "excerpt": "BASE PERIOD - CONFLUENT PLATFORM SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "70SBUR20F00000304",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "70SBUR20F00000304",
          "excerpt": "CONFLUENT KAFKA LICENSES AND PRODUCT SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN22F0690",
          "excerpt": "CONFLUENT PROFESSIONAL SERVICES IN SUPPORT OF THE PROGRAM MANAGEMENT OFFICE (PMO), INTEGRATED PAY AND PERSONNEL SYSTEM ARMY (IPPS-A) LOCATED IN ARLINGTON, VA."
        },
        {
          "pattern": "professional_services",
          "award_id": "W15QKN22F0690",
          "excerpt": "CONFLUENT PROFESSIONAL SERVICES IN SUPPORT OF THE PROGRAM MANAGEMENT OFFICE (PMO), INTEGRATED PAY AND PERSONNEL SYSTEM ARMY (IPPS-A) LOCATED IN ARLINGTON, VA."
        },
        {
          "pattern": "integration",
          "award_id": "W15QKN22F0690",
          "excerpt": "CONFLUENT PROFESSIONAL SERVICES IN SUPPORT OF THE PROGRAM MANAGEMENT OFFICE (PMO), INTEGRATED PAY AND PERSONNEL SYSTEM ARMY (IPPS-A) LOCATED IN ARLINGTON, VA."
        },
        {
          "pattern": "support",
          "award_id": "36C10B26F0111",
          "excerpt": "CONFLUENT SOFTWARE SUBSCRIPTION LICENSES AND ASSOCIATED MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B26F0111",
          "excerpt": "CONFLUENT SOFTWARE SUBSCRIPTION LICENSES AND ASSOCIATED MAINTENANCE SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B26F0111",
          "excerpt": "CONFLUENT SOFTWARE SUBSCRIPTION LICENSES AND ASSOCIATED MAINTENANCE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "N6600125F9031",
          "excerpt": "CONFLUENT LICENSES AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N6600125F9031",
          "excerpt": "CONFLUENT LICENSES AND SUPPORT"
        },
        {
          "pattern": "training",
          "award_id": "28321322FDX030178",
          "excerpt": "CONFLUENT PLATFORM PLATINUM SOFTWARE, INTEGRATION SERVICES, AND TRAINING"
        },
        {
          "pattern": "integration",
          "award_id": "28321322FDX030178",
          "excerpt": "CONFLUENT PLATFORM PLATINUM SOFTWARE, INTEGRATION SERVICES, AND TRAINING"
        },
        {
          "pattern": "support",
          "award_id": "36C10B21F0127",
          "excerpt": "CONFLUENT SOFTWARE AND ASSOCIATED SUPPORT SERVICES."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC24F0050",
          "excerpt": "CONFLUENT LICENSES AND ANCILLARY SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "HC102823F1332",
          "excerpt": "CONFLUENT SUBSCRIPTION SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102823F1332",
          "excerpt": "CONFLUENT SUBSCRIPTION SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "HC102823F1332",
          "excerpt": "CONFLUENT SUBSCRIPTION SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75D30123P15769",
          "excerpt": "CONFLUENT SOFTWARE LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102822F1189",
          "excerpt": "CONFLUENT, INC. SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "HC102822F1189",
          "excerpt": "CONFLUENT, INC. SUBSCRIPTIONS"
        },
        {
          "pattern": "renewal",
          "award_id": "28321325FDX030216",
          "excerpt": "PURCHASE 3 CONFLUENT CONNECTOR PACKS FOR KAFKA. PLATINUM SUBSCRIPTION CONNECTOR PACKS 1 EACH FOR DEVELOPMENT, PRE-PRODUCTION, AND PRODUCTION. THE TEAM THAT MANAGES CONFLUENT PLATFORM WILL BE RESPONSIB"
        },
        {
          "pattern": "integration",
          "award_id": "28321325FDX030216",
          "excerpt": "PURCHASE 3 CONFLUENT CONNECTOR PACKS FOR KAFKA. PLATINUM SUBSCRIPTION CONNECTOR PACKS 1 EACH FOR DEVELOPMENT, PRE-PRODUCTION, AND PRODUCTION. THE TEAM THAT MANAGES CONFLUENT PLATFORM WILL BE RESPONSIB"
        },
        {
          "pattern": "licences",
          "award_id": "28321325FDX030216",
          "excerpt": "PURCHASE 3 CONFLUENT CONNECTOR PACKS FOR KAFKA. PLATINUM SUBSCRIPTION CONNECTOR PACKS 1 EACH FOR DEVELOPMENT, PRE-PRODUCTION, AND PRODUCTION. THE TEAM THAT MANAGES CONFLUENT PLATFORM WILL BE RESPONSIB"
        },
        {
          "pattern": "renewal",
          "award_id": "28321326FDX030151",
          "excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "integration",
          "award_id": "28321326FDX030151",
          "excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "28321326FDX030151",
          "excerpt": "RENEWAL OF CONFLUENT PLATINUM SUBSCRIPTION CONNECTOR PACK LICENSES AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22PB710",
          "excerpt": "CONFLUENT ANNUAL LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC22PB710",
          "excerpt": "CONFLUENT ANNUAL LICENSE RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 32,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 32,
        "low": 23759.45,
        "p25": 584032.53,
        "median": 2199051.0,
        "p75": 2976931.71,
        "high": 35400986.1,
        "from": "2019-09-25",
        "to": "2026-09-30"
      },
      "clean_count": 32,
      "scope_counts": {
        "license": 29,
        "unknown": 3,
        "support": 3,
        "services": 6,
        "renewal": 3,
        "training": 1
      },
      "observed_low": 23759.45,
      "observed_high": 35400986.1,
      "observed_median": 2199051.0,
      "observed_total": 105402244.62,
      "award_count": 45,
      "agency_count": 8,
      "date_range": {
        "from": "2019-09-25",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Confluent",
      "slug": "confluent",
      "prose": {
        "answer_lead": "Public agencies have awarded 45 contracts naming Confluent, from $23,759 to $35,400,986, each traced to a USAspending record. 32 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Award HC102823F1332 for $634,826.81 is for 'CONFLUENT SUBSCRIPTION SUPPORT'. Award 36C10B23F0088 for $3,146,575 is for 'CONFLUENT SOFTWARE LICENSE AND MAINTENANCE'.",
        "faq": [
          {
            "question": "What is the typical cost range for Confluent licenses and renewals?",
            "answer": "The median award for license and renewal contracts is $2,199,051. The lowest observed award for a license or renewal was $23,759.45, and the highest was $35,400,986.10.",
            "award_ids": [
              "HC108419F0253",
              "15F06720F0001821",
              "70SBUR20F00000304",
              "70SBUR21F00000258",
              "75D30122C12937",
              "70B04C22F00000359",
              "W91RUS22F0176",
              "80NSSC22PB710",
              "N6600122F1003",
              "HC102822F1189",
              "70SBUR22F00000293",
              "75D30123P15769",
              "36C10B23F0088",
              "28321323FDX030143",
              "80NSSC23FA811",
              "N6600123F1048",
              "HC102823F1332",
              "70SBUR23F00000253",
              "W519TC24F0050",
              "HC108424F0129",
              "HC102824F0766",
              "N6600124F0990",
              "70SBUR24F00000244",
              "W58P0525F0031",
              "W519TC25F0257",
              "N6600125F9031",
              "28321325FDX030216",
              "70SBUR25F00000202",
              "36C10B26F0111",
              "70B04C26F00000493",
              "28321326FDX030151",
              "70SBUR26F00000276"
            ]
          },
          {
            "question": "Are there additional costs beyond the core Confluent software license?",
            "answer": "Contract descriptions indicate that services, training, and support are often included in awards.",
            "award_ids": [
              "28321322FDX030178",
              "W15QKN22F0690",
              "36C10B21F0127",
              "70B04C23F00000366",
              "70B04C24F00000522",
              "80NSSC24FA873",
              "2032H524F00780",
              "80NSSC25FA499",
              "28321326FDX030118"
            ]
          },
          {
            "question": "What is the price per node for Confluent?",
            "answer": "One contract, 15F06720F0001821 from the Department of Justice, provides a total of $10,492,947.52. This is the only record that specifies a price per node.",
            "award_ids": [
              "15F06720F0001821"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "{\n  \"rewritten_text\": \"The lowest recorded contract amount is $23,759.45, from the Department of the Air Force's award 1500000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Confluent from a low of $23,759.45",
            "US public agencies have awarded contracts for Confluent from a low of $23,759.45",
            "Buyers should note that several contract descriptions indicate that 'support' an",
            "Based on 32 license and renewal awards, the typical contract total for Confluent",
            "Yes, contract descriptions indicate that services, training, and support are oft",
            "Contract descriptions indicate that services, training, and support are often in",
            "One contract, 15F06720F0001821 from the Department of Justice, provides a derive"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 45 public contract awards from 8 awarding agencies.",
          "The figures below are computed from 32 licence and renewal awards; the other 13 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 92.6, and the highest is 1490.0 times the lowest.",
          "17 of 45 awards (38%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 6 awards (13%).",
          "The records span 2019-09-25 to 2026-09-30."
        ],
        "numbers": [
          38,
          13,
          1490.0,
          92.6,
          8,
          17,
          6,
          32,
          13
        ],
        "basis_sentence": "The figures below are computed from 32 licence and renewal awards; the other 13 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 29,
          "unknown": 3,
          "support": 3,
          "services": 6,
          "renewal": 3,
          "training": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Social Security Administration",
          "National Aeronautics and Space Administration",
          "Department of Veterans Affairs",
          "Department of Justice",
          "Department of Health and Human Services",
          "Department of the Treasury"
        ],
        "agency_counts": {
          "Department of Defense": 17,
          "Department of Justice": 2,
          "Department of Homeland Security": 11,
          "Department of Veterans Affairs": 3,
          "Department of Health and Human Services": 2,
          "Social Security Administration": 5,
          "National Aeronautics and Space Administration": 4,
          "Department of the Treasury": 1
        },
        "recipient_counts": {
          "VAE, INC.": 1,
          "ALVAREZ LLC": 1,
          "GOVPLACE, LLC": 2,
          "ARCHITECHTURE SOLUTIONS LLC": 1,
          "KAMBRIAN CORPORATION": 2,
          "AUGUST SCHELL ENTERPRISES, INC.": 3,
          "SWISH DATA CORPORATION": 5,
          "DH TECHNOLOGIES, INC.": 2,
          "WORLD WIDE TECHNOLOGY LLC": 4,
          "CARAHSOFT TECHNOLOGY CORP": 6,
          "NORSEMAN INC": 6,
          "AKIRA TECHNOLOGIES INC.": 1,
          "4 STAR TECHNOLOGIES, INC.": 3,
          "NEW TECH SOLUTIONS, INC.": 3,
          "FOUR LLC": 1,
          "FCN, INC.": 1,
          "BLAZAR TECHNOLOGY SOLUTIONS LLC": 1,
          "GOVSMART, INC.": 1,
          "V3GATE, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 1490.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Confluent\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$17.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$35.4M</text><line x1=\"56\" y1=\"204.1\" x2=\"704\" y2=\"204.1\" class=\"pp-median\"/><text x=\"704\" y=\"198.1\" class=\"pp-median-label\" text-anchor=\"end\">median $2.2M</text><rect x=\"58.7\" y=\"24.0\" width=\"8.9\" height=\"192.0\" class=\"pp-bar\"><title>HC108419F0253 — $35.4M — Department of Defense — 2019-09-25</title></rect><rect x=\"73.1\" y=\"159.1\" width=\"8.9\" height=\"56.9\" class=\"pp-bar\"><title>15F06720F0001821 — $10.5M — Department of Justice — 2020-07-02</title></rect><rect x=\"87.5\" y=\"205.7\" width=\"8.9\" height=\"10.3\" class=\"pp-bar\"><title>70SBUR20F00000304 — $1.9M — Department of Homeland Security — 2020-09-30</title></rect><rect x=\"101.9\" y=\"211.6\" width=\"8.9\" height=\"4.4\" class=\"pp-bar\"><title>36C10B21F0127 — $811k — Department of Veterans Affairs — 2021-05-11</title></rect><rect x=\"116.3\" y=\"203.6\" width=\"8.9\" height=\"12.4\" class=\"pp-bar\"><title>70SBUR21F00000258 — $2.3M — Department of Homeland Security — 2021-09-30</title></rect><rect x=\"130.7\" y=\"213.5\" width=\"8.9\" height=\"2.5\" class=\"pp-bar\"><title>75D30122C12937 — $465k — Department of Health and Human Services — 2021-10-29</title></rect><rect x=\"145.1\" y=\"209.0\" width=\"8.9\" height=\"7.0\" class=\"pp-bar\"><title>HC102822F0302 — $1.3M — Department of Defense — 2022-03-11</title></rect><rect x=\"159.5\" y=\"210.2\" width=\"8.9\" height=\"5.8\" class=\"pp-bar\"><title>70B04C22F00000359 — $1.1M — Department of Homeland Security — 2022-04-26</title></rect><rect x=\"173.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>W91RUS22F0176 — $224k — Department of Defense — 2022-06-16</title></rect><rect x=\"188.3\" y=\"198.3\" width=\"8.9\" height=\"17.7\" class=\"pp-bar\"><title>W15QKN22F0395 — $3.3M — Department of Defense — 2022-06-28</title></rect><rect x=\"202.7\" y=\"211.5\" width=\"8.9\" height=\"4.5\" class=\"pp-bar\"><title>28321322FDX030178 — $825k — Social Security Administration — 2022-07-01</title></rect><rect x=\"217.1\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC22PB710 — $24k — National Aeronautics and Space Administration — 2022-08-16</title></rect><rect x=\"231.5\" y=\"204.1\" width=\"8.9\" height=\"11.9\" class=\"pp-bar\"><title>N6600122F1003 — $2.2M — Department of Defense — 2022-08-25</title></rect><rect x=\"245.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>HC102822F1189 — $256k — Department of Defense — 2022-09-14</title></rect><rect x=\"260.3\" y=\"201.9\" width=\"8.9\" height=\"14.1\" class=\"pp-bar\"><title>70SBUR22F00000293 — $2.6M — Department of Homeland Security — 2022-09-30</title></rect><rect x=\"274.7\" y=\"208.0\" width=\"8.9\" height=\"8.0\" class=\"pp-bar\"><title>W15QKN22F0690 — $1.5M — Department of Defense — 2022-09-30</title></rect><rect x=\"289.1\" y=\"213.7\" width=\"8.9\" height=\"2.3\" class=\"pp-bar\"><title>75D30123P15769 — $432k — Department of Health and Human Services — 2022-10-20</title></rect><rect x=\"303.5\" y=\"198.9\" width=\"8.9\" height=\"17.1\" class=\"pp-bar\"><title>36C10B23F0088 — $3.1M — Department of Veterans Affairs — 2023-03-21</title></rect><rect x=\"317.9\" y=\"196.7\" width=\"8.9\" height=\"19.3\" class=\"pp-bar\"><title>70B04C23F00000366 — $3.6M — Department of Homeland Security — 2023-04-26</title></rect><rect x=\"332.3\" y=\"201.2\" width=\"8.9\" height=\"14.8\" class=\"pp-bar\"><title>28321323FDX030143 — $2.7M — Social Security Administration — 2023-06-30</title></rect><rect x=\"346.7\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC23FA811 — $25k — National Aeronautics and Space Administration — 2023-08-16</title></rect><rect x=\"361.1\" y=\"200.1\" width=\"8.9\" height=\"15.9\" class=\"pp-bar\"><title>N6600123F1048 — $2.9M — Department of Defense — 2023-08-23</title></rect><rect x=\"375.5\" y=\"212.6\" width=\"8.9\" height=\"3.4\" class=\"pp-bar\"><title>HC102823F1332 — $635k — Department of Defense — 2023-09-14</title></rect><rect x=\"389.9\" y=\"200.9\" width=\"8.9\" height=\"15.1\" class=\"pp-bar\"><title>70SBUR23F00000253 — $2.8M — Department of Homeland Security — 2023-09-30</title></rect><rect x=\"404.3\" y=\"212.1\" width=\"8.9\" height=\"3.9\" class=\"pp-bar\"><title>W519TC24F0050 — $726k — Department of Defense — 2023-12-18</title></rect><rect x=\"418.7\" y=\"176.1\" width=\"8.9\" height=\"39.9\" class=\"pp-bar\"><title>HC108424F0129 — $7.4M — Department of Defense — 2024-03-08</title></rect><rect x=\"433.1\" y=\"199.7\" width=\"8.9\" height=\"16.3\" class=\"pp-bar\"><title>70B04C24F00000522 — $3.0M — Department of Homeland Security — 2024-07-17</title></rect><rect x=\"447.5\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC24FA873 — $25k — National Aeronautics and Space Administration — 2024-08-16</title></rect><rect x=\"461.9\" y=\"212.6\" width=\"8.9\" height=\"3.4\" class=\"pp-bar\"><title>HC102824F0766 — $624k — Department of Defense — 2024-08-17</title></rect><rect x=\"476.3\" y=\"195.1\" width=\"8.9\" height=\"20.9\" class=\"pp-bar\"><title>N6600124F0990 — $3.8M — Department of Defense — 2024-08-29</title></rect><rect x=\"490.7\" y=\"199.1\" width=\"8.9\" height=\"16.9\" class=\"pp-bar\"><title>70SBUR24F00000244 — $3.1M — Department of Homeland Security — 2024-09-30</title></rect><rect x=\"505.1\" y=\"211.6\" width=\"8.9\" height=\"4.4\" class=\"pp-bar\"><title>2032H524F00780 — $805k — Department of the Treasury — 2024-09-30</title></rect><rect x=\"519.5\" y=\"204.5\" width=\"8.9\" height=\"11.5\" class=\"pp-bar\"><title>M6785425F0075 — $2.1M — Department of Defense — 2025-03-31</title></rect><rect x=\"533.9\" y=\"179.9\" width=\"8.9\" height=\"36.1\" class=\"pp-bar\"><title>W58P0525F0031 — $6.7M — Department of Defense — 2025-04-15</title></rect><rect x=\"548.3\" y=\"194.2\" width=\"8.9\" height=\"21.8\" class=\"pp-bar\"><title>W519TC25F0257 — $4.0M — Department of Defense — 2025-05-29</title></rect><rect x=\"562.7\" y=\"193.7\" width=\"8.9\" height=\"22.3\" class=\"pp-bar\"><title>15F06725F0001389 — $4.1M — Department of Justice — 2025-07-02</title></rect><rect x=\"577.1\" y=\"211.3\" width=\"8.9\" height=\"4.7\" class=\"pp-bar\"><title>N6600125F9031 — $865k — Department of Defense — 2025-07-16</title></rect><rect x=\"591.5\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA499 — $34k — National Aeronautics and Space Administration — 2025-08-16</title></rect><rect x=\"605.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>28321325FDX030216 — $52k — Social Security Administration — 2025-09-29</title></rect><rect x=\"620.3\" y=\"202.6\" width=\"8.9\" height=\"13.4\" class=\"pp-bar\"><title>70SBUR25F00000202 — $2.5M — Department of Homeland Security — 2025-09-30</title></rect><rect x=\"634.7\" y=\"208.6\" width=\"8.9\" height=\"7.4\" class=\"pp-bar\"><title>36C10B26F0111 — $1.4M — Department of Veterans Affairs — 2026-04-04</title></rect><rect x=\"649.1\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>28321326FDX030118 — $68k — Social Security Administration — 2026-06-29</title></rect><rect x=\"663.5\" y=\"204.2\" width=\"8.9\" height=\"11.8\" class=\"pp-bar\"><title>70B04C26F00000493 — $2.2M — Department of Homeland Security — 2026-07-17</title></rect><rect x=\"677.9\" y=\"214.0\" width=\"8.9\" height=\"2.0\" class=\"pp-bar\"><title>28321326FDX030151 — $42k — Social Security Administration — 2026-08-20</title></rect><rect x=\"692.3\" y=\"202.4\" width=\"8.9\" height=\"13.6\" class=\"pp-bar\"><title>70SBUR26F00000276 — $2.5M — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-09-25</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (45 awards, obligated)</text></svg>",
      "published_date": "2026-09-18",
      "url": "/confluent/",
      "changelog": [
        {
          "date": "2026-09-18",
          "note": "Initial publication: 45 awards, $23,759–$35,400,986."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "collibra": {
      "product_slug": "collibra",
      "product_name": "Collibra",
      "vendor": "Collibra NV",
      "list_price": null,
      "awards": [
        {
          "award_id": "692M1519P00143",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2019-09-12",
          "end_date": "2020-09-19",
          "amount": 507432.01,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ITAR-19-4704 SLI#: 36539 COLLIBRA DATA CITIZEN ENTERPRISE PLATFORM (AKA DATA GOVERNANCE PLATFORM)",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1519P00143_6920_-NONE-_-NONE-"
        },
        {
          "award_id": "70RTAC19FR0000130",
          "recipient": "PERATON ENTERPRISE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2019-09-20",
          "end_date": "2020-07-06",
          "amount": 97907.68,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATA CENTER 2 SERVICES FOR CLOUD AND COLLIBRA HOSTING",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RTAC19FR0000130_7001_HSHQDC15D00015_7001"
        },
        {
          "award_id": "SP470120C0027",
          "recipient": "LOGISTICS MANAGEMENT INSTITUTE",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Logistics Agency",
          "action_date": "2020-05-07",
          "end_date": "2023-03-31",
          "amount": 606420.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "COLLIBRA METADATA MANAGEMENT PROTOTYPE IGF OT IGF",
          "psc_code": "AD23",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_SP470120C0027_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "70CTD020FC0000151",
          "recipient": "COPPER RIVER ENTERPRISE SERVICES, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Immigration and Customs Enforcement",
          "action_date": "2020-09-18",
          "end_date": "2021-09-29",
          "amount": 284793.6,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "SYSTEM ADMINISTRATOR TO SUPPORT MULTIPLE ICE OCIO TOOLS INCLUDING; ERPA TABLEAU AND COLLIBRA.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70CTD020FC0000151_7012_70CTD019A00000004_7012"
        },
        {
          "award_id": "692M1520P00109",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2020-09-18",
          "end_date": "2022-06-30",
          "amount": 818327.01,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "ITAR-19-4704 SLI#: 36539 COLLIBRA DATA CITIZEN ENTERPRISE PLATFORM (AKA DATA GOVERNANCE PLATFORM)",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1520P00109_6920_-NONE-_-NONE-"
        },
        {
          "award_id": "70RTAC21FR0000039",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2021-03-24",
          "end_date": "2024-02-29",
          "amount": 1487353.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RTAC21FR0000039_7001_NNG15SD19B_8000"
        },
        {
          "award_id": "HC108421F0254",
          "recipient": "NEXTECH SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2021-09-28",
          "end_date": "2023-09-29",
          "amount": 506989.61,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "COLLIBRA CLOUD PLATFORM",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC108421F0254_9700_NNG15SD03B_8000"
        },
        {
          "award_id": "697DCK22F00128",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2021-12-01",
          "end_date": "2024-10-21",
          "amount": 838464.43,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "COLLIBRA PROFESSIONAL SOFTWARE RENEWAL FOR EXISTING HARDWARE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F00128_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "36C10B22F0184",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2022-06-29",
          "end_date": "2023-06-28",
          "amount": 1303510.27,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "VA HAS A REQUIREMENT FOR BRAND NAME OR EQUIVALENT COLLIBRA ENTERPRISE PLATFORM SOFTWARE-AS-A-SERVICE (SAAS) OFFERING THAT IS USED TO ASSIST IN DATA DISCOVERY AND GOVERNANCE ACROSS A LARGE ENTERPRISE ORGANIZATION.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B22F0184_3600_NNG15SD22B_8000"
        },
        {
          "award_id": "697DCK22F01361",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-07-11",
          "end_date": "2022-08-10",
          "amount": 67617.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "COLLIBRA PROFESSIONAL SERVICES AND HEALTH CHECK FOR SAAS MIGRATION",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01361_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK22F01191",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-07-13",
          "end_date": "2022-07-18",
          "amount": 55643.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "ITAR-22-2166 SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE). / SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES - COLLIBRA PROFESSIONAL SERVICES TO PROV",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01191_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "70RCSA22FR0000032",
          "recipient": "KYM ADVISORS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2022-08-08",
          "end_date": "2023-08-07",
          "amount": 38000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "NEW TO WITH KYM UNDER GSA FSS IT 70 FOR COLLIBRA MOMENTUM SUPPORT",
          "psc_code": "DD01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RCSA22FR0000032_7001_47QTCA20D003M_4732"
        },
        {
          "award_id": "697DCK22F01736",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-09-12",
          "end_date": "2022-10-12",
          "amount": 27508.68,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ADO COLLIBRA DATA QUALITY RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01736_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK23F00101",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
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          "source_url": "https://www.usaspending.gov/award/CONT_AWD_69319526F40006N_6955_NNG15SD11B_8000"
        },
        {
          "award_id": "1333BJ26F00182017",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 258225.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "COLLIBRA SOFTWARE LICENSE MAINTENANCE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333BJ26F00182017_1344_NNG15SD60B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "70CTD020FC0000151",
          "excerpt": "SYSTEM ADMINISTRATOR TO SUPPORT MULTIPLE ICE OCIO TOOLS INCLUDING; ERPA TABLEAU AND COLLIBRA."
        },
        {
          "pattern": "support",
          "award_id": "36C10B23F0133",
          "excerpt": "BRAND NAME OR EQUAL COLLIBRA SOFTWARE LICENSEES AND MAINTENANCE TO SUPPORT THE VA"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10B23F0133",
          "excerpt": "BRAND NAME OR EQUAL COLLIBRA SOFTWARE LICENSEES AND MAINTENANCE TO SUPPORT THE VA"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0133",
          "excerpt": "BRAND NAME OR EQUAL COLLIBRA SOFTWARE LICENSEES AND MAINTENANCE TO SUPPORT THE VA"
        },
        {
          "pattern": "support",
          "award_id": "693JJ624F00071N",
          "excerpt": "THE OFFICE OF INFORMATION AND TECHNOLOGY, IT OPERATIONS & BUSINESS INTELLIGENCE SERVICES REQUIRES THE BRAND NAME COLLIBRA ENTERPRISE PLATFORM SOFTWARE-AS-A-SERVICE TO SUPPORT DATA DISCOVERY AND GOVERN"
        },
        {
          "pattern": "training",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "professional_services",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "70RTAC21FR0000039",
          "excerpt": "COLLIBRA DATA GOVERNANCE TOOL SOFTWARE SUBSCRIPTION SERVICES, TRAINING AND PROFESSIONAL SERVICES"
        },
        {
          "pattern": "training",
          "award_id": "70RTAC24FR0000034",
          "excerpt": "DO AWARD FOR THE BRAND-NAME COLLIBRA DATA GOVERNANCE SOFTWARE MAINTENANCE, TRAINING, AND TECHNICAL SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "70RTAC24FR0000034",
          "excerpt": "DO AWARD FOR THE BRAND-NAME COLLIBRA DATA GOVERNANCE SOFTWARE MAINTENANCE, TRAINING, AND TECHNICAL SERVICES."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00078",
          "excerpt": "COLLIBRA PRO PLATFORM RENEWAL FOR ADO."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00101",
          "excerpt": "THE RENEWAL OF THE COLLIBRA PROFESSIONAL PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F00128",
          "excerpt": "COLLIBRA PROFESSIONAL SOFTWARE RENEWAL FOR EXISTING HARDWARE."
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26F80211",
          "excerpt": "COLLIBRA DATA INTELLIGENCE PLATFORM SOFTWARE-AS-A-SERVICE (SAAS) SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80211",
          "excerpt": "COLLIBRA DATA INTELLIGENCE PLATFORM SOFTWARE-AS-A-SERVICE (SAAS) SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80144",
          "excerpt": "COLLIBRA SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "75F40125F80155",
          "excerpt": "FY25 COLLIBRA SAAS DATA CATALOG PLATFORM SOFTWARE AND SUPPORT LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40125F80155",
          "excerpt": "FY25 COLLIBRA SAAS DATA CATALOG PLATFORM SOFTWARE AND SUPPORT LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "69319526F40006N",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE THE COLLIBRA LICENSE AND SUPPORT SERVICE."
        },
        {
          "pattern": "licences",
          "award_id": "69319526F40006N",
          "excerpt": "THE PURPOSE OF THIS TASK ORDER IS TO PROCURE THE COLLIBRA LICENSE AND SUPPORT SERVICE."
        },
        {
          "pattern": "licences",
          "award_id": "49100426F0039",
          "excerpt": "COLLIBRA LICENSE"
        },
        {
          "pattern": "renewal",
          "award_id": "1333BJ26F00182017",
          "excerpt": "COLLIBRA SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "1333BJ26F00182017",
          "excerpt": "COLLIBRA SOFTWARE LICENSE MAINTENANCE."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00161",
          "excerpt": "ITAR-23-0649 SLI#: 48144 ADO COLLIBRA DATA QUALITY RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "75R60226F80027",
          "excerpt": "OIT- SOFTWARE50 C 7530 COLLIBRA LICENSES FOR NATIONAL PRACTITIONER DATA BANK"
        },
        {
          "pattern": "implementation",
          "award_id": "697DCK22F01361",
          "excerpt": "COLLIBRA PROFESSIONAL SERVICES AND HEALTH CHECK FOR SAAS MIGRATION"
        },
        {
          "pattern": "professional_services",
          "award_id": "697DCK22F01361",
          "excerpt": "COLLIBRA PROFESSIONAL SERVICES AND HEALTH CHECK FOR SAAS MIGRATION"
        },
        {
          "pattern": "implementation",
          "award_id": "697DCK22F01191",
          "excerpt": "ITAR-22-2166  SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE).  /  SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01191",
          "excerpt": "ITAR-22-2166  SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE).  /  SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL"
        },
        {
          "pattern": "professional_services",
          "award_id": "697DCK22F01191",
          "excerpt": "ITAR-22-2166  SLI 43065 COLLIBRA PURCHASE OF ADDITIONAL PROCESSIONAL SERVICES- (1 YEAR SOFTWARE MAINTENANCE).  /  SOLUTION ARCHITECT SOLUTION IMPLEMENTATION MANAGER PURCHASE OF ADDITIONAL PROCESSIONAL"
        },
        {
          "pattern": "licences",
          "award_id": "75R60225C00008",
          "excerpt": "OIT-SOFTWARE50 C 7440 COLLIBRA SW LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "70RCSA22FR0000032",
          "excerpt": "NEW TO WITH KYM UNDER GSA FSS IT 70 FOR COLLIBRA MOMENTUM SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01736",
          "excerpt": "ADO COLLIBRA DATA QUALITY RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 25,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 25,
        "low": 27508.68,
        "p25": 309000.0,
        "median": 725181.31,
        "p75": 1109061.72,
        "high": 4898086.0,
        "from": "2019-09-12",
        "to": "2026-09-30"
      },
      "clean_count": 25,
      "scope_counts": {
        "bundle": 1,
        "license": 20,
        "unknown": 10,
        "support": 2,
        "training": 1,
        "renewal": 5,
        "services": 2
      },
      "observed_low": 27508.68,
      "observed_high": 4898086.0,
      "observed_median": 725181.31,
      "observed_total": 22535373.64,
      "award_count": 41,
      "agency_count": 9,
      "date_range": {
        "from": "2019-09-12",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Collibra",
      "slug": "collibra",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Collibra from a low of $27,508.68 to a high of $4,898,086. No list price for Collibra was provided in the evidence.",
        "renewal_watch": "A renewal for \"Collibra Data Quality\" was awarded for $27,508.68. A \"Collibra Professional Platform\" renewal was awarded for $931,181.51. An award for \"Collibra Software License Maintenance\" was for $258,225.26. The evidence also shows instances where professional services are purchased in conjunction with renewals, such as \"additional professional services\" for $55,643.",
        "faq": [
          {
            "question": "What is the typical contract amount for Collibra licenses and renewals?",
            "answer": "The median contract amount for these awards is $725,181.31.",
            "award_ids": []
          },
          {
            "question": "Are there additional costs beyond the software license for Collibra?",
            "answer": "Yes, contract descriptions indicate additional costs for services, training, and support. For example, one award for $1,487,353.99 included \"software subscription services, training and professional services.\" Another award for $1,296,497.26 explicitly covered \"software maintenance, training, and technical services.\"",
            "award_ids": [
              "70RTAC21FR0000039",
              "70RTAC24FR0000034"
            ]
          },
          {
            "question": "What is the cost of Collibra professional services?",
            "answer": "One agency awarded $67,617 for Collibra professional services.",
            "award_ids": [
              "697DCK22F01361",
              "697DCK22F01191"
            ]
          },
          {
            "question": "Does Collibra offer support services, and what do they cost?",
            "answer": "One award for \"Collibra Momentum Support\" was $38,000.",
            "award_ids": [
              "70RCSA22FR0000032",
              "693JJ624F00071N",
              "69319526F40006N"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded contracts for Collibra from a low of $27,508.68 ",
            "Renewal costs for Collibra show a range of contract amounts. For example, a rene",
            "Based on 25 license and renewal awards, the contract amounts for Collibra typica",
            "One award for Collibra professional services and a health check for SaaS migrati",
            "One agency awarded $67,617 for Collibra professional services. Another agency aw",
            "Yes, support services are mentioned in several awards. One award for \"Collibra M",
            "Support services are mentioned in several awards. One award for \"Collibra Moment"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 41 public contract awards from 9 awarding agencies.",
          "The figures below are computed from 25 licence and renewal awards; the other 16 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 26.4, and the highest is 178.1 times the lowest.",
          "15 of 41 awards (37%) come from Department of Transportation.",
          "The most frequent recipient across these awards is NEW TECH SOLUTIONS, INC., on 6 awards (15%).",
          "The records span 2019-09-12 to 2026-09-30."
        ],
        "numbers": [
          37,
          15,
          178.1,
          26.4,
          9,
          15,
          6,
          25,
          16
        ],
        "basis_sentence": "The figures below are computed from 25 licence and renewal awards; the other 16 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 1,
          "license": 20,
          "unknown": 10,
          "support": 2,
          "training": 1,
          "renewal": 5,
          "services": 2
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Homeland Security",
          "Department of Defense",
          "Department of Health and Human Services",
          "Department of Veterans Affairs",
          "Department of the Treasury",
          "Commodity Futures Trading Commission",
          "National Science Foundation",
          "Department of Commerce"
        ],
        "agency_counts": {
          "Department of Transportation": 15,
          "Department of Homeland Security": 6,
          "Department of Defense": 6,
          "Department of Veterans Affairs": 3,
          "Department of Health and Human Services": 6,
          "Department of the Treasury": 2,
          "Commodity Futures Trading Commission": 1,
          "National Science Foundation": 1,
          "Department of Commerce": 1
        },
        "recipient_counts": {
          "ALVAREZ LLC": 3,
          "PERATON ENTERPRISE SOLUTIONS LLC": 1,
          "LOGISTICS MANAGEMENT INSTITUTE": 1,
          "COPPER RIVER ENTERPRISE SERVICES, LLC": 1,
          "NEXTECH SOLUTIONS LLC": 1,
          "CDW GOVERNMENT LLC": 4,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 3,
          "MICROTECHNOLOGIES LLC": 5,
          "KYM ADVISORS INC": 1,
          "4 STAR TECHNOLOGIES, INC.": 1,
          "NEW TECH SOLUTIONS, INC.": 6,
          "REDHAWK IT SOLUTIONS, LLC": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "GOVSMART, INC.": 5,
          "PARAGON MICRO INC": 1,
          "VERTOSOFT, LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "IT1 SOURCE LLC": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "NEW TECH SOLUTIONS, INC.",
        "spread_ratio": 178.1
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Collibra\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.9M</text><line x1=\"56\" y1=\"187.6\" x2=\"704\" y2=\"187.6\" class=\"pp-median\"/><text x=\"704\" y=\"181.6\" class=\"pp-median-label\" text-anchor=\"end\">median $725k</text><rect x=\"59.0\" y=\"196.1\" width=\"9.8\" height=\"19.9\" class=\"pp-bar\"><title>692M1519P00143 — $507k — Department of Transportation — 2019-09-12</title></rect><rect x=\"74.8\" y=\"212.2\" width=\"9.8\" height=\"3.8\" class=\"pp-bar\"><title>70RTAC19FR0000130 — $98k — Department of Homeland Security — 2019-09-20</title></rect><rect x=\"90.6\" y=\"192.2\" width=\"9.8\" height=\"23.8\" class=\"pp-bar\"><title>SP470120C0027 — $606k — Department of Defense — 2020-05-07</title></rect><rect x=\"106.4\" y=\"204.8\" width=\"9.8\" height=\"11.2\" class=\"pp-bar\"><title>70CTD020FC0000151 — $285k — Department of Homeland Security — 2020-09-18</title></rect><rect x=\"122.2\" y=\"183.9\" width=\"9.8\" height=\"32.1\" class=\"pp-bar\"><title>692M1520P00109 — $818k — Department of Transportation — 2020-09-18</title></rect><rect x=\"138.0\" y=\"157.7\" width=\"9.8\" height=\"58.3\" class=\"pp-bar\"><title>70RTAC21FR0000039 — $1.5M — Department of Homeland Security — 2021-03-24</title></rect><rect x=\"153.8\" y=\"196.1\" width=\"9.8\" height=\"19.9\" class=\"pp-bar\"><title>HC108421F0254 — $507k — Department of Defense — 2021-09-28</title></rect><rect x=\"169.6\" y=\"183.1\" width=\"9.8\" height=\"32.9\" class=\"pp-bar\"><title>697DCK22F00128 — $838k — Department of Transportation — 2021-12-01</title></rect><rect x=\"185.4\" y=\"164.9\" width=\"9.8\" height=\"51.1\" class=\"pp-bar\"><title>36C10B22F0184 — $1.3M — Department of Veterans Affairs — 2022-06-29</title></rect><rect x=\"201.2\" y=\"213.3\" width=\"9.8\" height=\"2.7\" class=\"pp-bar\"><title>697DCK22F01361 — $68k — Department of Transportation — 2022-07-11</title></rect><rect x=\"217.1\" y=\"213.8\" width=\"9.8\" height=\"2.2\" class=\"pp-bar\"><title>697DCK22F01191 — $56k — Department of Transportation — 2022-07-13</title></rect><rect x=\"232.9\" y=\"214.0\" width=\"9.8\" height=\"2.0\" class=\"pp-bar\"><title>70RCSA22FR0000032 — $38k — Department of Homeland Security — 2022-08-08</title></rect><rect x=\"248.7\" y=\"214.0\" width=\"9.8\" height=\"2.0\" class=\"pp-bar\"><title>697DCK22F01736 — $28k — Department of Transportation — 2022-09-12</title></rect><rect x=\"264.5\" y=\"179.5\" width=\"9.8\" height=\"36.5\" class=\"pp-bar\"><title>697DCK23F00101 — $931k — Department of Transportation — 2022-12-02</title></rect><rect x=\"280.3\" y=\"208.3\" width=\"9.8\" height=\"7.7\" class=\"pp-bar\"><title>697DCK23F00161 — $197k — Department of Transportation — 2022-12-20</title></rect><rect x=\"296.1\" y=\"153.5\" width=\"9.8\" height=\"62.5\" class=\"pp-bar\"><title>36C10B23F0133 — $1.6M — Department of Veterans Affairs — 2023-05-24</title></rect><rect x=\"311.9\" y=\"172.2\" width=\"9.8\" height=\"43.8\" class=\"pp-bar\"><title>H9241523F0193 — $1.1M — Department of Defense — 2023-08-30</title></rect><rect x=\"327.7\" y=\"183.8\" width=\"9.8\" height=\"32.2\" class=\"pp-bar\"><title>HC102823F1401 — $820k — Department of Defense — 2023-09-13</title></rect><rect x=\"343.5\" y=\"172.1\" width=\"9.8\" height=\"43.9\" class=\"pp-bar\"><title>697DCK24F00059 — $1.1M — Department of Transportation — 2023-12-01</title></rect><rect x=\"359.3\" y=\"165.2\" width=\"9.8\" height=\"50.8\" class=\"pp-bar\"><title>70RTAC24FR0000034 — $1.3M — Department of Homeland Security — 2024-03-06</title></rect><rect x=\"375.1\" y=\"24.0\" width=\"9.8\" height=\"192.0\" class=\"pp-bar\"><title>36C10B24F0191 — $4.9M — Department of Veterans Affairs — 2024-06-30</title></rect><rect x=\"390.9\" y=\"187.7\" width=\"9.8\" height=\"28.3\" class=\"pp-bar\"><title>75R60224F80084 — $722k — Department of Health and Human Services — 2024-07-24</title></rect><rect x=\"406.7\" y=\"128.7\" width=\"9.8\" height=\"87.3\" class=\"pp-bar\"><title>20341524F00044 — $2.2M — Department of the Treasury — 2024-09-15</title></rect><rect x=\"422.5\" y=\"185.6\" width=\"9.8\" height=\"30.4\" class=\"pp-bar\"><title>9523ZY24F0048 — $775k — Commodity Futures Trading Commission — 2024-09-25</title></rect><rect x=\"438.3\" y=\"155.1\" width=\"9.8\" height=\"60.9\" class=\"pp-bar\"><title>693JJ624F00071N — $1.6M — Department of Transportation — 2024-09-28</title></rect><rect x=\"454.1\" y=\"175.6\" width=\"9.8\" height=\"40.4\" class=\"pp-bar\"><title>697DCK25F00064 — $1.0M — Department of Transportation — 2024-12-06</title></rect><rect x=\"469.9\" y=\"136.6\" width=\"9.8\" height=\"79.4\" class=\"pp-bar\"><title>W91CRB25F0074 — $2.0M — Department of Defense — 2024-12-19</title></rect><rect x=\"485.7\" y=\"206.6\" width=\"9.8\" height=\"9.4\" class=\"pp-bar\"><title>693JJ925F00042N — $241k — Department of Transportation — 2025-07-01</title></rect><rect x=\"501.5\" y=\"197.8\" width=\"9.8\" height=\"18.2\" class=\"pp-bar\"><title>75F40125F80155 — $463k — Department of Health and Human Services — 2025-08-22</title></rect><rect x=\"517.3\" y=\"214.0\" width=\"9.8\" height=\"2.0\" class=\"pp-bar\"><title>75R60225C00008 — $49k — Department of Health and Human Services — 2025-09-26</title></rect><rect x=\"533.1\" y=\"172.5\" width=\"9.8\" height=\"43.5\" class=\"pp-bar\"><title>697DCK26F00078 — $1.1M — Department of Transportation — 2025-12-17</title></rect><rect x=\"549.0\" y=\"136.9\" width=\"9.8\" height=\"79.1\" class=\"pp-bar\"><title>W91CRB26FA053 — $2.0M — Department of Defense — 2025-12-26</title></rect><rect x=\"564.8\" y=\"212.5\" width=\"9.8\" height=\"3.5\" class=\"pp-bar\"><title>75R60226F80027 — $90k — Department of Health and Human Services — 2026-02-27</title></rect><rect x=\"580.6\" y=\"204.8\" width=\"9.8\" height=\"11.2\" class=\"pp-bar\"><title>49100426F0039 — $284k — National Science Foundation — 2026-04-01</title></rect><rect x=\"596.4\" y=\"192.0\" width=\"9.8\" height=\"24.0\" class=\"pp-bar\"><title>70CTD026FR0000023 — $612k — Department of Homeland Security — 2026-05-18</title></rect><rect x=\"612.2\" y=\"182.2\" width=\"9.8\" height=\"33.8\" class=\"pp-bar\"><title>2031JW26F00054 — $862k — Department of the Treasury — 2026-06-16</title></rect><rect x=\"628.0\" y=\"204.0\" width=\"9.8\" height=\"12.0\" class=\"pp-bar\"><title>693JJ926F00055N — $305k — Department of Transportation — 2026-07-01</title></rect><rect x=\"643.8\" y=\"197.0\" width=\"9.8\" height=\"19.0\" class=\"pp-bar\"><title>7571TE26F80144 — $485k — Department of Health and Human Services — 2026-07-31</title></rect><rect x=\"659.6\" y=\"187.6\" width=\"9.8\" height=\"28.4\" class=\"pp-bar\"><title>7571TE26F80211 — $725k — Department of Health and Human Services — 2026-08-25</title></rect><rect x=\"675.4\" y=\"203.9\" width=\"9.8\" height=\"12.1\" class=\"pp-bar\"><title>69319526F40006N — $309k — Department of Transportation — 2026-09-15</title></rect><rect x=\"691.2\" y=\"205.9\" width=\"9.8\" height=\"10.1\" class=\"pp-bar\"><title>1333BJ26F00182017 — $258k — Department of Commerce — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-09-12</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (41 awards, obligated)</text></svg>",
      "published_date": "2026-09-17",
      "url": "/collibra/",
      "changelog": [
        {
          "date": "2026-09-16",
          "note": "Initial publication: 41 awards, $27,509–$4,898,086."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
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          "sub_agency": "Office of the Chief Financial Officer",
          "action_date": "2025-09-30",
          "end_date": "2026-07-07",
          "amount": 2519337.98,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12314425F0384_1205_12314424G0013_1205"
        },
        {
          "award_id": "N0003926FE002",
          "recipient": "SAP NATIONAL SECURITY SERVICES INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-12-30",
          "end_date": "2026-12-30",
          "amount": 20609580.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "NAVY ERP+ SAP S/4HANA",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0003926FE002_9700_W519TC25DA011_9700"
        },
        {
          "award_id": "W519TC26FA085",
          "recipient": "SAP NATIONAL SECURITY SERVICES INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2026-01-01",
          "end_date": "2026-12-31",
          "amount": 11713166.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE PROCUREMENT OF SAP NS2S S/4HANA CLOUD PRIVATE EDITION (ED) (MARKETED AS REALIZE, INNOVATE, SUSTAIN, AND ENHANCE (RISE)) AND MULTI-TENANT CLOUD HOSTING, SOFTWARE LICENSES, SERVICES AND MAINTENANCE",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC26FA085_9700_W519TC25DA011_9700"
        },
        {
          "award_id": "15UC0C26P00000952",
          "recipient": "SIGMA BUSINESS SOLUTIONS INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Justice",
          "sub_agency": "Federal Prison Industries / Unicor",
          "action_date": "2026-03-01",
          "end_date": "2027-02-28",
          "amount": 69027.46,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA MAINTENANCE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C26P00000952_1542_-NONE-_-NONE-"
        },
        {
          "award_id": "15UC0C26F00001082",
          "recipient": "KENT KILGUS CONSULTING LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of Justice",
          "sub_agency": "Federal Prison Industries / Unicor",
          "action_date": "2026-04-14",
          "end_date": "2026-09-30",
          "amount": 79700.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "SAP HANA FMB ACCOUNTING MAINTENANCE AND SUPPORT",
          "psc_code": "R703",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15UC0C26F00001082_1542_15UC0C22D00001373_1542"
        },
        {
          "award_id": "19AQMM26F1147",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 2212673.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "SAP HANA HARDWARE REFRESH",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM26F1147_1900_NNG15SD19B_8000"
        },
        {
          "award_id": "19AQMM26F0116",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.92,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 115387.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "SAP HANA RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM26F0116_1900_NNG15SD74B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "75P00124F80070",
          "excerpt": "INFORMATICA POWEREXCHANGE AND INFORMATICA POWEREXCHANGE FOR SAP HANA (INFORMATICA) LICENSE SUBSCRIPTION AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "75P00124F80070",
          "excerpt": "INFORMATICA POWEREXCHANGE AND INFORMATICA POWEREXCHANGE FOR SAP HANA (INFORMATICA) LICENSE SUBSCRIPTION AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75P00124F80070",
          "excerpt": "INFORMATICA POWEREXCHANGE AND INFORMATICA POWEREXCHANGE FOR SAP HANA (INFORMATICA) LICENSE SUBSCRIPTION AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "140D0424F0429",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "140D0424F0429",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "140D0421F0069",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "140D0421F0069",
          "excerpt": "SAP BUSINESS SUITE 4 SAP HANA (SAP S/4 HANA) SOFTWARE LICENSE AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "70B04C20F00001189",
          "excerpt": "SAP HANA MAINTENANCE"
        },
        {
          "pattern": "integration",
          "award_id": "2032H522F00362",
          "excerpt": "ADDITIONAL SAP HANA LICENSES TO SUPPLEMENT THE CURRENT LICENSE ALREADY INTEGRATED INTO THE CDW ENVIRONMENT"
        },
        {
          "pattern": "licences",
          "award_id": "2032H522F00362",
          "excerpt": "ADDITIONAL SAP HANA LICENSES TO SUPPLEMENT THE CURRENT LICENSE ALREADY INTEGRATED INTO THE CDW ENVIRONMENT"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM21F1129",
          "excerpt": "SAP HANA SOFTWARE SECURE ENTERPRISE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM21F1129",
          "excerpt": "SAP HANA SOFTWARE SECURE ENTERPRISE MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "N3904024F0048",
          "excerpt": "SAP HANA RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "SP470124F0160",
          "excerpt": "WAREHOUSE MANAGEMENT SYSTEM TASK ORDER - WMS SAP HANA XSA SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "15UC0C23F00001245",
          "excerpt": "SAP HANA ACCOUNTING MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C23F00001245",
          "excerpt": "SAP HANA ACCOUNTING MAINTENANCE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "15UC0C25F00000972",
          "excerpt": "SAP/HANA ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C25F00000972",
          "excerpt": "SAP/HANA ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C24F00001290",
          "excerpt": "SAP HANA ACCOUNTING MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM24F2191",
          "excerpt": "SAP HANA RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN23PV041",
          "excerpt": "THIS IS TO PROCURE SAP HANA ENTERPRISE LICENSES TO SUPPORT INVENTORY MANAGEMENT."
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN23PV041",
          "excerpt": "THIS IS TO PROCURE SAP HANA ENTERPRISE LICENSES TO SUPPORT INVENTORY MANAGEMENT."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM26F0116",
          "excerpt": "SAP HANA RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM25F1422",
          "excerpt": "SAP HANA RENEWAL 2025"
        },
        {
          "pattern": "support",
          "award_id": "15UC0C26F00001082",
          "excerpt": "SAP HANA FMB ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C26F00001082",
          "excerpt": "SAP HANA FMB ACCOUNTING MAINTENANCE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "15UC0C26P00000952",
          "excerpt": "SAP HANA MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC25FA384",
          "excerpt": "FY25 SAP HANA MAINT EXTENSION - DELL HARDWARE MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "19AQMM22F3767",
          "excerpt": "2023 SAP HANA SECURE ENTERPRISE SUPPORT SES"
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22F0055",
          "excerpt": "SAP HANA HARDWARE MAINTENANCE IN THE AMOUNT OF $30,191.26."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM23F0068",
          "excerpt": "SAP HANA HARDWARE MAINTENANCE IN THE AMOUNT OF $14,831.34."
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC26FA085",
          "excerpt": "THE PROCUREMENT OF SAP NS2S S/4HANA CLOUD PRIVATE EDITION (ED) (MARKETED AS REALIZE, INNOVATE, SUSTAIN, AND ENHANCE (RISE)) AND MULTI-TENANT CLOUD HOSTING, SOFTWARE LICENSES, SERVICES AND MAINTENANCE"
        },
        {
          "pattern": "licences",
          "award_id": "W519TC26FA085",
          "excerpt": "THE PROCUREMENT OF SAP NS2S S/4HANA CLOUD PRIVATE EDITION (ED) (MARKETED AS REALIZE, INNOVATE, SUSTAIN, AND ENHANCE (RISE)) AND MULTI-TENANT CLOUD HOSTING, SOFTWARE LICENSES, SERVICES AND MAINTENANCE"
        },
        {
          "pattern": "support",
          "award_id": "12314425F0384",
          "excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "12314425F0384",
          "excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "12314425F0384",
          "excerpt": "FPAC WILL PROCURE ACCESS TO SAP RISE S/4HANA PRIVATE CLOUD SUBSCRIPTION LICENSING MODEL AND ENVIRONMENTAL SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 11,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 11,
        "low": 108767.18,
        "p25": 143335.71,
        "median": 571461.08,
        "p75": 3415511.49,
        "high": 17283367.54,
        "from": "2020-09-16",
        "to": "2026-09-30"
      },
      "clean_count": 11,
      "scope_counts": {
        "bundle": 1,
        "unknown": 7,
        "license": 7,
        "support": 13,
        "services": 1,
        "renewal": 4
      },
      "observed_low": 108767.18,
      "observed_high": 17283367.54,
      "observed_median": 571461.08,
      "observed_total": 39311903.839999996,
      "award_count": 33,
      "agency_count": 9,
      "date_range": {
        "from": "2020-09-16",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "SAP HANA",
      "slug": "sap-hana",
      "prose": {
        "answer_lead": "Public agencies have awarded 33 contracts naming SAP HANA, from $108,767 to $17,283,368, each traced to a USAspending record. 11 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "SAP HANA appears in 33 public contract awards. The renewal, subscription and maintenance actions among them are recorded from $14,831 to $17,283,368, the largest being $17,283,368 to Department of the Interior in 2024. A contract total bundles scope, term and reseller margin, so these records show what a renewal has cost these buyers — not a rate for the next one.",
        "faq": [
          {
            "question": "Are there additional costs beyond the initial license for SAP HANA?",
            "answer": "Contract records indicate additional costs for support and maintenance. For instance, the Department of Homeland Security had an award for SAP HANA maintenance for $3,357,678.95.",
            "award_ids": [
              "70B04C20F00001189",
              "19AQMM21F1129",
              "19AQMM22F3767"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 11 license and renewal awards.",
            "The Department of State had an award for $30,191.26, followed by another for $14,831.34.",
            "Based on 11 awards, the median award amount for these types of contracts is $571,461.08.",
            "empty_faq_answer: What is the typical cost range for SAP HANA licenses and renewals?",
            "The Department of the Interior had an award for SAP Business Suite 4 SAP HANA software license and maintenance.",
            "The Department of the Treasury had an award for additional SAP HANA licenses.",
            "The Department of Defense also had an award for SAP HANA enterprise licenses.",
            "empty_faq_answer: What are some examples of SAP HANA license awards?"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for SAP HANA with amounts ranging from",
            "US public agencies have awarded contracts for SAP HANA with amounts ranging from",
            "Buyers should note that maintenance and support costs are recurring. For example",
            "The Department of State had a SAP HANA hardware maintenance award for $30,191.26",
            "Based on 11 licence and renewal awards, the typical contract totals for SAP HANA",
            "Based on 11 licence and renewal awards, the median award amount for these types ",
            "Yes, contract records indicate additional costs for support and maintenance. For",
            "The Department of the Interior had an award for SAP Business Suite 4 SAP HANA so",
            "The Department of the Interior had an award for SAP Business Suite 4 SAP HANA so"
          ],
          "faq_in": 3,
          "faq_dropped": 2,
          "faq_kept": 1,
          "renewal_fallback_used": true,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 33 public contract awards from 9 awarding agencies.",
          "The figures below are computed from 11 licence and renewal awards; the other 22 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.3, and the highest is 158.9 times the lowest.",
          "9 of 33 awards (27%) come from Department of State.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 8 awards (24%).",
          "The records span 2020-09-16 to 2026-09-30."
        ],
        "numbers": [
          27,
          24,
          158.9,
          5.3,
          9,
          9,
          8,
          11,
          22
        ],
        "basis_sentence": "The figures below are computed from 11 licence and renewal awards; the other 22 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 1,
          "unknown": 7,
          "license": 7,
          "support": 13,
          "services": 1,
          "renewal": 4
        },
        "agency_names": [
          "Department of State",
          "Department of Defense",
          "Department of Justice",
          "Department of the Interior",
          "Department of the Treasury",
          "Department of Agriculture",
          "National Aeronautics and Space Administration",
          "Department of Homeland Security",
          "Department of Health and Human Services"
        ],
        "agency_counts": {
          "Department of Homeland Security": 1,
          "Department of the Interior": 2,
          "Department of State": 9,
          "Department of the Treasury": 2,
          "Department of Justice": 6,
          "Department of Agriculture": 2,
          "Department of Defense": 8,
          "Department of Health and Human Services": 1,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "CARAHSOFT TECHNOLOGY CORP": 8,
          "SOFTWARE INFORMATION RESOURCE CORP.": 5,
          "THUNDERCAT TECHNOLOGY, LLC": 2,
          "FCN, INC.": 2,
          "KENT KILGUS CONSULTING LLC": 5,
          "REDHAWK IT SOLUTIONS, LLC": 3,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "C5MI INSIGHT LLC": 1,
          "CTG FEDERAL, LLC": 2,
          "SAP NATIONAL SECURITY SERVICES INC": 2,
          "SIGMA BUSINESS SOLUTIONS INC": 1,
          "ALVAREZ LLC": 1
        },
        "top_agency": "Department of State",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 158.9
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for SAP HANA\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$20.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$41.5M</text><line x1=\"56\" y1=\"213.4\" x2=\"704\" y2=\"213.4\" class=\"pp-median\"/><text x=\"704\" y=\"207.4\" class=\"pp-median-label\" text-anchor=\"end\">median $571k</text><rect x=\"59.7\" y=\"200.5\" width=\"12.2\" height=\"15.5\" class=\"pp-bar\"><title>70B04C20F00001189 — $3.4M — Department of Homeland Security — 2020-09-16</title></rect><rect x=\"79.4\" y=\"196.0\" width=\"12.2\" height=\"20.0\" class=\"pp-bar\"><title>140D0421F0069 — $4.3M — Department of the Interior — 2020-12-21</title></rect><rect x=\"99.0\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM21F1129 — $293k — Department of State — 2021-03-23</title></rect><rect x=\"118.6\" y=\"24.0\" width=\"12.2\" height=\"192.0\" class=\"pp-bar\"><title>2032H521F00975 — $41.5M — Department of the Treasury — 2021-09-30</title></rect><rect x=\"138.3\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F0055 — $30k — Department of State — 2021-11-08</title></rect><rect x=\"157.9\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C22P00001149 — $30k — Department of Justice — 2022-03-02</title></rect><rect x=\"177.5\" y=\"213.4\" width=\"12.2\" height=\"2.6\" class=\"pp-bar\"><title>2032H522F00362 — $571k — Department of the Treasury — 2022-07-01</title></rect><rect x=\"197.2\" y=\"213.0\" width=\"12.2\" height=\"3.0\" class=\"pp-bar\"><title>12314422F0509 — $640k — Department of Agriculture — 2022-08-01</title></rect><rect x=\"216.8\" y=\"206.1\" width=\"12.2\" height=\"9.9\" class=\"pp-bar\"><title>N3904022F0222 — $2.1M — Department of Defense — 2022-09-30</title></rect><rect x=\"236.5\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM22F3767 — $39k — Department of State — 2022-09-30</title></rect><rect x=\"256.1\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM23F0068 — $15k — Department of State — 2022-11-01</title></rect><rect x=\"275.7\" y=\"208.3\" width=\"12.2\" height=\"7.7\" class=\"pp-bar\"><title>N3904023F0037 — $1.7M — Department of Defense — 2023-02-15</title></rect><rect x=\"295.4\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C23F00001245 — $169k — Department of Justice — 2023-03-31</title></rect><rect x=\"315.0\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN23PV041 — $140k — Department of Defense — 2023-10-19</title></rect><rect x=\"334.6\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>W91CRB24F0074 — $140k — Department of Defense — 2024-02-15</title></rect><rect x=\"354.3\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C24F00001290 — $159k — Department of Justice — 2024-03-21</title></rect><rect x=\"373.9\" y=\"136.0\" width=\"12.2\" height=\"80.0\" class=\"pp-bar\"><title>140D0424F0429 — $17.3M — Department of the Interior — 2024-04-01</title></rect><rect x=\"393.5\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>75P00124F80070 — $132k — Department of Health and Human Services — 2024-05-12</title></rect><rect x=\"413.2\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>SP470124F0160 — $177k — Department of Defense — 2024-05-15</title></rect><rect x=\"432.8\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>N3904024F0048 — $266k — Department of Defense — 2024-06-01</title></rect><rect x=\"452.5\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM24F2191 — $146k — Department of State — 2024-09-30</title></rect><rect x=\"472.1\" y=\"206.4\" width=\"12.2\" height=\"9.6\" class=\"pp-bar\"><title>19AQMM25F0604 — $2.1M — Department of State — 2025-03-16</title></rect><rect x=\"491.7\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C25F00000972 — $159k — Department of Justice — 2025-04-14</title></rect><rect x=\"511.4\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA388 — $64k — National Aeronautics and Space Administration — 2025-06-01</title></rect><rect x=\"531.0\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>80NSSC25FA384 — $54k — National Aeronautics and Space Administration — 2025-07-04</title></rect><rect x=\"550.6\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM25F1422 — $109k — Department of State — 2025-09-30</title></rect><rect x=\"570.3\" y=\"204.3\" width=\"12.2\" height=\"11.7\" class=\"pp-bar\"><title>12314425F0384 — $2.5M — Department of Agriculture — 2025-09-30</title></rect><rect x=\"589.9\" y=\"120.6\" width=\"12.2\" height=\"95.4\" class=\"pp-bar\"><title>N0003926FE002 — $20.6M — Department of Defense — 2025-12-30</title></rect><rect x=\"609.5\" y=\"161.8\" width=\"12.2\" height=\"54.2\" class=\"pp-bar\"><title>W519TC26FA085 — $11.7M — Department of Defense — 2026-01-01</title></rect><rect x=\"629.2\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C26P00000952 — $69k — Department of Justice — 2026-03-01</title></rect><rect x=\"648.8\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>15UC0C26F00001082 — $80k — Department of Justice — 2026-04-14</title></rect><rect x=\"668.5\" y=\"205.8\" width=\"12.2\" height=\"10.2\" class=\"pp-bar\"><title>19AQMM26F1147 — $2.2M — Department of State — 2026-09-30</title></rect><rect x=\"688.1\" y=\"214.0\" width=\"12.2\" height=\"2.0\" class=\"pp-bar\"><title>19AQMM26F0116 — $115k — Department of State — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2020-09-16</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (33 awards, obligated)</text></svg>",
      "published_date": "2026-09-15",
      "url": "/sap-hana/",
      "changelog": [
        {
          "date": "2026-09-15",
          "note": "Initial publication: 33 awards, $14,831–$41,479,004."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $41,479,004 -> $17,283,368; lowest observed $14,831 -> $108,767"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "talend": {
      "product_slug": "talend",
      "product_name": "Talend",
      "vendor": "Qlik",
      "list_price": null,
      "awards": [
        {
          "award_id": "FCC17G0075",
          "recipient": "TECHNICA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2017-08-01",
          "end_date": "2018-07-31",
          "amount": 75263.16,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "TALEND DATA MNGT PLATFORM (FORMERLY INFORMATICA)",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FCC17G0075_2700_NNG15SE12B_8000"
        },
        {
          "award_id": "273FCC18F0099",
          "recipient": "TECHNICA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2018-08-01",
          "end_date": "2023-07-31",
          "amount": 431379.7,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TALEND",
          "psc_code": "D319",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_273FCC18F0099_2700_NNG15SE12B_8000"
        },
        {
          "award_id": "1605TB21F00071",
          "recipient": "STERLING COMPUTERS CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Labor",
          "sub_agency": "Office of the Assistant Secretary for Administration and Management",
          "action_date": "2021-05-07",
          "end_date": "2024-05-02",
          "amount": 97490.64,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA).",
          "psc_code": "DF10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1605TB21F00071_1605_NNG15SC89B_8000"
        },
        {
          "award_id": "697DCK22F00075",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2021-11-15",
          "end_date": "2024-10-21",
          "amount": 49005.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND DATA MANAGEMENT LICENSES REQUIRED TO SUPPORT AERONAUTICAL INFORMATION MODERNIZATION MANAGEMENT (AIMM) CONSUMER TESTBED VIRTUAL INFRASTRUCTURE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F00075_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "HT001522F0039",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2022-02-23",
          "end_date": "2022-03-31",
          "amount": 869074.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TALEND SUPPORT MAINTENANCE RENEWAL.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001522F0039_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "FA440722F0076",
          "recipient": "ACCESSAGILITY LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-05-25",
          "end_date": "2023-04-29",
          "amount": 107640.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "IT ONE YEAR TALEND",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440722F0076_9700_NNG15SC23B_8000"
        },
        {
          "award_id": "697DCK22F01638",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-08-30",
          "end_date": "2023-10-31",
          "amount": 50787.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND DATA MANAGEMENT LICENSES ARE REQUIRED TO SUPPORT THE AIMM CONSUMER TESTBED VIRTUAL INFRASTRUCTURE.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01638_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "75N92022F00240",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2022-09-13",
          "end_date": "2023-09-29",
          "amount": 111241.91,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SD0676 ENTERPRISE TECHNOLOGY SOLUTIONS, INC.: TALEND DATA SERVICES ON- PREMISE PLATFORM. START DATE 9/30/2022 END DATE 9/29/2023",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N92022F00240_7529_NNG15SD76B_8000"
        },
        {
          "award_id": "HT001523F0044",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2023-03-21",
          "end_date": "2024-03-31",
          "amount": 972175.59,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001523F0044_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "FA440723F0063",
          "recipient": "TECHNICA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-04-30",
          "end_date": "2024-04-29",
          "amount": 121862.76,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TALEND SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440723F0063_9700_NNG15SE12B_8000"
        },
        {
          "award_id": "36C10B23F0155",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2023-07-19",
          "end_date": "2026-07-18",
          "amount": 1829119.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B23F0155_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "HT001524F0024",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2024-03-26",
          "end_date": "2025-03-30",
          "amount": 944470.85,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001524F0024_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "W519TC24F0361",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2024-08-02",
          "end_date": "2025-08-01",
          "amount": 145203.57,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INFRASTRUCTURE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC24F0361_9700_W52P1J20D0061_9700"
        },
        {
          "award_id": "HT001525F0018",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2025-03-28",
          "end_date": "2026-03-31",
          "amount": 994713.41,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001525F0018_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "W519TC25F0324",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2025-07-24",
          "end_date": "2026-08-01",
          "amount": 145977.21,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PL ALTESS REQUIRES A BRAND NAME TALEND DATA SERVICES ON-PREMISE PLATFORM SOFTWARE SYSTEM WITH PLATINUM SUPPORT CONSISTING OF LICENSES AND SUPPORT COVERAGE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC25F0324_9700_W52P1J20D0061_9700"
        },
        {
          "award_id": "80NSSC25FA967",
          "recipient": "PARAGON MICRO INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2025-09-16",
          "end_date": "2026-09-15",
          "amount": 28095.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TALEND DATA INTEGRATION FY25 (BASE YR) PLUS (2) OPTION YRS",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC25FA967_8000_NNG15SD91B_8000"
        },
        {
          "award_id": "N0018925FZ719",
          "recipient": "GOVSMART, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-09-30",
          "end_date": "2025-09-30",
          "amount": 125286.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "QLIK TALEND SOFTWARE LICENSE",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018925FZ719_9700_NNG15SD11B_8000"
        },
        {
          "award_id": "697DCK26F00092",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-12-22",
          "end_date": "2026-12-31",
          "amount": 433808.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "ITAR-25-0014 SLI # - 57396 SOFTWARE - RENEWAL QLIK/TALEND PLATFORM SLI LOCATOR - EIM PLATFORM PRODUCTION LICENSES - MULESOFT",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00092_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "HT001526FE017",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2026-03-31",
          "end_date": "2027-03-30",
          "amount": 1258047.36,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001526FE017_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "N0018926FL272",
          "recipient": "AUGUST SCHELL ENTERPRISES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2026-06-30",
          "end_date": "2027-06-29",
          "amount": 247689.7,
          "amount_basis": "obligated",
          "evidence_type": "derived_unit_price",
          "unit_price": {
            "kind": "derived_unit_price",
            "value": 24768.97,
            "unit": "subscription",
            "quantity": 10.0,
            "basis": "$247,689.70 ÷ 10 subscriptions = $24,768.97 per subscription"
          },
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "10 TALEND DATA CATALOG SUBSCRIPTIONS",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018926FL272_9700_NNG15SD80B_8000"
        },
        {
          "award_id": "80NSSC26P1386",
          "recipient": "OFFICE REMEDIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.94,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2026-09-22",
          "end_date": "2028-03-21",
          "amount": 55440.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TALEND LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC26P1386_8000_-NONE-_-NONE-"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00092",
          "excerpt": "ITAR-25-0014  SLI # - 57396  SOFTWARE - RENEWAL QLIK/TALEND PLATFORM  SLI LOCATOR - EIM PLATFORM PRODUCTION LICENSES - MULESOFT"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK26F00092",
          "excerpt": "ITAR-25-0014  SLI # - 57396  SOFTWARE - RENEWAL QLIK/TALEND PLATFORM  SLI LOCATOR - EIM PLATFORM PRODUCTION LICENSES - MULESOFT"
        },
        {
          "pattern": "licences",
          "award_id": "N0018925FZ719",
          "excerpt": "QLIK TALEND SOFTWARE LICENSE"
        },
        {
          "pattern": "training",
          "award_id": "36C10B23F0155",
          "excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING"
        },
        {
          "pattern": "support",
          "award_id": "36C10B23F0155",
          "excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0155",
          "excerpt": "TALEND SOFTWARE LICENSES, SUPPORT AND TRAINING"
        },
        {
          "pattern": "support",
          "award_id": "HT001522F0039",
          "excerpt": "TALEND SUPPORT MAINTENANCE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "HT001522F0039",
          "excerpt": "TALEND SUPPORT MAINTENANCE RENEWAL."
        },
        {
          "pattern": "renewal",
          "award_id": "N0018926FL272",
          "excerpt": "10 TALEND DATA CATALOG SUBSCRIPTIONS"
        },
        {
          "pattern": "licences",
          "award_id": "N0018926FL272",
          "excerpt": "10 TALEND DATA CATALOG SUBSCRIPTIONS"
        },
        {
          "pattern": "support",
          "award_id": "W519TC25F0324",
          "excerpt": "PL ALTESS REQUIRES A BRAND NAME TALEND DATA SERVICES ON-PREMISE PLATFORM SOFTWARE SYSTEM WITH PLATINUM SUPPORT CONSISTING OF LICENSES AND SUPPORT COVERAGE."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC25F0324",
          "excerpt": "PL ALTESS REQUIRES A BRAND NAME TALEND DATA SERVICES ON-PREMISE PLATFORM SOFTWARE SYSTEM WITH PLATINUM SUPPORT CONSISTING OF LICENSES AND SUPPORT COVERAGE."
        },
        {
          "pattern": "support",
          "award_id": "W519TC24F0361",
          "excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INF"
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC24F0361",
          "excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INF"
        },
        {
          "pattern": "integration",
          "award_id": "W519TC24F0361",
          "excerpt": "THIS TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL IS REQUIRED FOR THE FUNCTIONALITY OF THE CUSTOMERS ENVIRONMENT WHICH PROVIDES A DATA INTEGRATION LAYER WITHIN THE ALTESS INF"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440723F0063",
          "excerpt": "TALEND SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "renewal",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "integration",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "licences",
          "award_id": "1605TB21F00071",
          "excerpt": "TASK ORDER TO OBTAIN MAINTENANCE AND SUPPORT SERVICES FOR TALEND DATA INTEGRATION SOFTWARE LICENSES IN SUPPORT OF THE OCCUPATIONAL SAFETY AND HEALTH ADMINISTRATION (OSHA)."
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC26P1386",
          "excerpt": "TALEND LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F01638",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES ARE REQUIRED TO SUPPORT THE AIMM CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F01638",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES ARE REQUIRED TO SUPPORT THE AIMM CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F00075",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES REQUIRED TO SUPPORT AERONAUTICAL INFORMATION MODERNIZATION MANAGEMENT (AIMM) CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK22F00075",
          "excerpt": "TALEND DATA MANAGEMENT LICENSES REQUIRED TO SUPPORT AERONAUTICAL INFORMATION MODERNIZATION MANAGEMENT (AIMM) CONSUMER TESTBED VIRTUAL INFRASTRUCTURE."
        },
        {
          "pattern": "integration",
          "award_id": "80NSSC25FA967",
          "excerpt": "TALEND DATA INTEGRATION FY25 (BASE YR) PLUS (2) OPTION YRS"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 15,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 15,
        "low": 49005.0,
        "p25": 104366.27,
        "median": 145977.21,
        "p75": 958323.22,
        "high": 1829119.04,
        "from": "2017-08-01",
        "to": "2026-09-22"
      },
      "clean_count": 15,
      "scope_counts": {
        "bundle": 3,
        "license": 12,
        "renewal": 3,
        "unknown": 2,
        "services": 1
      },
      "observed_low": 49005.0,
      "observed_high": 1829119.04,
      "observed_median": 145977.21,
      "observed_total": 7892298.48,
      "award_count": 21,
      "agency_count": 7,
      "date_range": {
        "from": "2017-08-01",
        "to": "2026-09-22"
      },
      "last_verified": "2026-10-05",
      "name": "Talend",
      "slug": "talend",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Talend from Qlik ranging from a low of $49,005 to a high of $1,829,119.04. The total observed spending across 21 awards is $7,892,298.48.",
        "renewal_watch": "A 'TALEND DATA SERVICES ON PREMISE PLATFORM WITH PLATINUM SUPPORT RENEWAL' was awarded for $145,203.57.",
        "faq": [
          {
            "question": "What is the typical cost for Talend software licenses and renewals?",
            "answer": "The median award amount for Talend software is $145,977.21. The lowest observed award for a licence was $49,005 and the highest was $1,829,119.04.",
            "award_ids": [
              "FCC17G0075",
              "1605TB21F00071",
              "697DCK22F00075",
              "HT001522F0039",
              "697DCK22F01638",
              "75N92022F00240",
              "HT001523F0044",
              "FA440723F0063",
              "36C10B23F0155",
              "HT001524F0024",
              "W519TC24F0361",
              "HT001525F0018",
              "W519TC25F0324",
              "N0018925FZ719",
              "697DCK26F00092",
              "HT001526FE017",
              "N0018926FL272",
              "80NSSC26P1386"
            ]
          },
          {
            "question": "Are there additional costs beyond the core software license for Talend?",
            "answer": "Contract records indicate additional costs can include support, maintenance, and training. For example, one award for $1,829,119.04 included software licenses, support, and training. A renewal award for $869,074.44 was for support maintenance renewal.",
            "award_ids": [
              "36C10B23F0155",
              "1605TB21F00071",
              "HT001522F0039",
              "W519TC24F0361",
              "W519TC25F0324"
            ]
          },
          {
            "question": "What is the range of contract values for Talend software?",
            "answer": "Public agencies have awarded contracts for Talend software ranging from $49,005 to $1,829,119.04. The total observed spending across all 21 awards is $7,892,298.48.",
            "award_ids": [
              "FCC17G0075",
              "273FCC18F0099",
              "1605TB21F00071",
              "697DCK22F00075",
              "HT001522F0039",
              "FA440722F0076",
              "697DCK22F01638",
              "75N92022F00240",
              "HT001523F0044",
              "FA440723F0063",
              "36C10B23F0155",
              "HT001524F0024",
              "W519TC24F0361",
              "HT001525F0018",
              "W519TC25F0324",
              "80NSSC25FA967",
              "N0018925FZ719",
              "697DCK26F00092",
              "HT001526FE017",
              "N0018926FL272",
              "80NSSC26P1386"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded contracts for Talend from Qlik ranging from a lo",
            "Buyers should note that renewal costs for Talend software can vary significantly",
            "One Department of Defense renewal award was for $869,074.44. Another award for a",
            "Based on 15 observed licence and renewal awards, the typical contract total for ",
            "Yes, contract records indicate additional costs can include support, maintenance",
            "Contract records indicate additional costs can include support, maintenance, and",
            "Public agencies have awarded contracts for Talend software ranging from $49,005 "
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 21 public contract awards from 7 awarding agencies.",
          "The figures below are computed from 15 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 3.0, and the highest is 37.3 times the lowest.",
          "11 of 21 awards (52%) come from Department of Defense.",
          "The most frequent recipient across these awards is TECHNICA CORPORATION, on 3 awards (14%).",
          "The records span 2017-08-01 to 2026-09-22."
        ],
        "numbers": [
          52,
          14,
          37.3,
          3.0,
          7,
          11,
          3,
          15,
          6
        ],
        "basis_sentence": "The figures below are computed from 15 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 3,
          "license": 12,
          "renewal": 3,
          "unknown": 2,
          "services": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Transportation",
          "Federal Communications Commission",
          "National Aeronautics and Space Administration",
          "Department of Labor",
          "Department of Health and Human Services",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Federal Communications Commission": 2,
          "Department of Labor": 1,
          "Department of Transportation": 3,
          "Department of Defense": 11,
          "Department of Health and Human Services": 1,
          "Department of Veterans Affairs": 1,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "TECHNICA CORPORATION": 3,
          "STERLING COMPUTERS CORPORATION": 1,
          "MICROTECHNOLOGIES LLC": 2,
          "CMA TECHNOLOGY INC": 3,
          "ACCESSAGILITY LLC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "ARCHITECHTURE SOLUTIONS LLC": 1,
          "NEW TECH SOLUTIONS, INC.": 2,
          "AUGUST SCHELL ENTERPRISES, INC.": 3,
          "PARAGON MICRO INC": 1,
          "GOVSMART, INC.": 1,
          "CDW GOVERNMENT LLC": 1,
          "OFFICE REMEDIES, INC.": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "TECHNICA CORPORATION",
        "spread_ratio": 37.3
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Talend\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$915k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.8M</text><line x1=\"56\" y1=\"200.7\" x2=\"704\" y2=\"200.7\" class=\"pp-median\"/><text x=\"704\" y=\"194.7\" class=\"pp-median-label\" text-anchor=\"end\">median $146k</text><rect x=\"61.9\" y=\"208.1\" width=\"19.1\" height=\"7.9\" class=\"pp-bar\"><title>FCC17G0075 — $75k — Federal Communications Commission — 2017-08-01</title></rect><rect x=\"92.7\" y=\"170.7\" width=\"19.1\" height=\"45.3\" class=\"pp-bar\"><title>273FCC18F0099 — $431k — Federal Communications Commission — 2018-08-01</title></rect><rect x=\"123.6\" y=\"205.8\" width=\"19.1\" height=\"10.2\" class=\"pp-bar\"><title>1605TB21F00071 — $97k — Department of Labor — 2021-05-07</title></rect><rect x=\"154.4\" y=\"210.9\" width=\"19.1\" height=\"5.1\" class=\"pp-bar\"><title>697DCK22F00075 — $49k — Department of Transportation — 2021-11-15</title></rect><rect x=\"185.3\" y=\"124.8\" width=\"19.1\" height=\"91.2\" class=\"pp-bar\"><title>HT001522F0039 — $869k — Department of Defense — 2022-02-23</title></rect><rect x=\"216.1\" y=\"204.7\" width=\"19.1\" height=\"11.3\" class=\"pp-bar\"><title>FA440722F0076 — $108k — Department of Defense — 2022-05-25</title></rect><rect x=\"247.0\" y=\"210.7\" width=\"19.1\" height=\"5.3\" class=\"pp-bar\"><title>697DCK22F01638 — $51k — Department of Transportation — 2022-08-30</title></rect><rect x=\"277.9\" y=\"204.3\" width=\"19.1\" height=\"11.7\" class=\"pp-bar\"><title>75N92022F00240 — $111k — Department of Health and Human Services — 2022-09-13</title></rect><rect x=\"308.7\" y=\"114.0\" width=\"19.1\" height=\"102.0\" class=\"pp-bar\"><title>HT001523F0044 — $972k — Department of Defense — 2023-03-21</title></rect><rect x=\"339.6\" y=\"203.2\" width=\"19.1\" height=\"12.8\" class=\"pp-bar\"><title>FA440723F0063 — $122k — Department of Defense — 2023-04-30</title></rect><rect x=\"370.4\" y=\"24.0\" width=\"19.1\" height=\"192.0\" class=\"pp-bar\"><title>36C10B23F0155 — $1.8M — Department of Veterans Affairs — 2023-07-19</title></rect><rect x=\"401.3\" y=\"116.9\" width=\"19.1\" height=\"99.1\" class=\"pp-bar\"><title>HT001524F0024 — $944k — Department of Defense — 2024-03-26</title></rect><rect x=\"432.1\" y=\"200.8\" width=\"19.1\" height=\"15.2\" class=\"pp-bar\"><title>W519TC24F0361 — $145k — Department of Defense — 2024-08-02</title></rect><rect x=\"463.0\" y=\"111.6\" width=\"19.1\" height=\"104.4\" class=\"pp-bar\"><title>HT001525F0018 — $995k — Department of Defense — 2025-03-28</title></rect><rect x=\"493.9\" y=\"200.7\" width=\"19.1\" height=\"15.3\" class=\"pp-bar\"><title>W519TC25F0324 — $146k — Department of Defense — 2025-07-24</title></rect><rect x=\"524.7\" y=\"213.1\" width=\"19.1\" height=\"2.9\" class=\"pp-bar\"><title>80NSSC25FA967 — $28k — National Aeronautics and Space Administration — 2025-09-16</title></rect><rect x=\"555.6\" y=\"202.8\" width=\"19.1\" height=\"13.2\" class=\"pp-bar\"><title>N0018925FZ719 — $125k — Department of Defense — 2025-09-30</title></rect><rect x=\"586.4\" y=\"170.5\" width=\"19.1\" height=\"45.5\" class=\"pp-bar\"><title>697DCK26F00092 — $434k — Department of Transportation — 2025-12-22</title></rect><rect x=\"617.3\" y=\"83.9\" width=\"19.1\" height=\"132.1\" class=\"pp-bar\"><title>HT001526FE017 — $1.3M — Department of Defense — 2026-03-31</title></rect><rect x=\"648.1\" y=\"190.0\" width=\"19.1\" height=\"26.0\" class=\"pp-bar\"><title>N0018926FL272 — $248k — Department of Defense — 2026-06-30</title></rect><rect x=\"679.0\" y=\"210.2\" width=\"19.1\" height=\"5.8\" class=\"pp-bar\"><title>80NSSC26P1386 — $55k — National Aeronautics and Space Administration — 2026-09-22</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-08-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-22</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (21 awards, obligated)</text></svg>",
      "published_date": "2026-09-14",
      "url": "/talend/",
      "changelog": [
        {
          "date": "2026-09-13",
          "note": "Initial publication: 21 awards, $28,095–$1,829,119."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $28,095 -> $49,005"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "datastax": {
      "product_slug": "datastax",
      "product_name": "DataStax",
      "vendor": "DataStax Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "DOC46PAPT1500522",
          "recipient": "GOVERNMENT ACQUISITIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2015-09-29",
          "end_date": "2022-08-18",
          "amount": 33018.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "CONTRACTOR SUPPORT - DATASTAX SUPPORT FOR EXPLORING SEARCH TECHNOLOGIES IGF::OT::IGF",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DOC46PAPT1500522_1344_DOC50PAPT1500035_1344"
        },
        {
          "award_id": "DOC56PAPT1700389",
          "recipient": "GOVERNMENT ACQUISITIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2017-05-08",
          "end_date": "2021-07-30",
          "amount": 2249867.2,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATASTAX ENTERPRISE MAX EDITION LICENSES FOR CASSANDRA PROJECT SUPPORT (CMS, EST, AND PRE-SEARCH)",
          "psc_code": "7010",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_DOC56PAPT1700389_1344_NNG15SD23B_8000"
        },
        {
          "award_id": "1333BJ18F00184010",
          "recipient": "GUIDENT TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Commerce",
          "sub_agency": "U.S. Patent and Trademark Office",
          "action_date": "2018-02-21",
          "end_date": "2018-07-21",
          "amount": 133747.6,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "EDW SUPPORT SERVICES - EL4FMS DATASTAX UPGRADE",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1333BJ18F00184010_1344_DOC45PAPT1520043_1344"
        },
        {
          "award_id": "HC102821F0664",
          "recipient": "OGIS COMMUNICATION GROUP INC",
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      "hidden_costs": [
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        {
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      "headline_basis": "clean",
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      "headline_band": {
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        "n": 12,
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        "p25": 115698.21,
        "median": 299762.56,
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        "high": 2249867.2,
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      "scope_counts": {
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        "renewal": 3,
        "unknown": 6,
        "support": 3
      },
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      "observed_high": 2249867.2,
      "observed_median": 299762.56,
      "observed_total": 6734441.23,
      "award_count": 21,
      "agency_count": 6,
      "date_range": {
        "from": "2015-09-29",
        "to": "2024-07-25"
      },
      "last_verified": "2026-10-05",
      "name": "DataStax",
      "slug": "datastax",
      "prose": {
        "answer_lead": "Public agencies have awarded contracts for DataStax with amounts ranging from $13,394.52 to $2,249,867.20 across 12 licence and renewal awards. The median award for licence and renewal purchases is $299,762.56.",
        "renewal_watch": "An award for $846,217.73 was for a 'DATASTAX SUBSCRIPTION'. An award for $251,151.15 was for 'DATASTAX SW LICENSE MAINTENANCE'. An award for $142,954.89 was for 'DATASTAX SOFTWARE RENEWAL'. An award for $1,768,975.08 was for 'DATASTAX ENTERPRISE SOFTWARE LICENSE AND SUPPORT'.",
        "faq": [
          {
            "question": "What is the typical cost range for DataStax licenses and renewals?",
            "answer": "The median award amount for 12 licence and renewal awards is $299,762.56.",
            "award_ids": []
          },
          {
            "question": "What is the lowest observed contract amount for a DataStax license?",
            "answer": "The lowest observed contract amount for a DataStax license was $13,394.52.",
            "award_ids": [
              "W15QKN22F0570"
            ]
          },
          {
            "question": "What is the highest observed contract amount for DataStax licenses?",
            "answer": "The highest observed contract amount for DataStax licenses was $2,249,867.20.",
            "award_ids": [
              "DOC56PAPT1700389"
            ]
          },
          {
            "question": "Are there contracts that include both DataStax licenses and support?",
            "answer": "Yes, at least one contract explicitly includes both DataStax licenses and support.",
            "award_ids": [
              "70B04C22F00001391"
            ]
          },
          {
            "question": "What is the cost of a DataStax Enterprise production license per node?",
            "answer": "One award shows a total of $33,928.16 for 2 nodes for 12 months.",
            "award_ids": [
              "N0016422F0026"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have awarded contracts for DataStax with amounts ranging from $1",
            "Public agencies have awarded contracts for DataStax with amounts ranging from $1",
            "Several contract descriptions indicate that 'subscriptions' and 'maintenance' ar",
            "Based on 12 licence and renewal awards, the typical range for DataStax contracts",
            "The lowest observed contract amount for a DataStax license was $13,394.52. This ",
            "The highest observed contract amount for DataStax licenses was $2,249,867.20. Th",
            "Yes, at least one contract explicitly includes both DataStax licenses and suppor",
            "One award from March 2022 shows a derived unit price of $16,964.08 per node for "
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 21 public contract awards from 6 awarding agencies.",
          "The figures below are computed from 12 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 22.4, and the highest is 168.0 times the lowest.",
          "10 of 21 awards (48%) come from Department of Defense.",
          "The most frequent recipient across these awards is GOVERNMENT ACQUISITIONS LLC, on 5 awards (24%).",
          "The records span 2015-09-29 to 2024-07-25."
        ],
        "numbers": [
          48,
          24,
          168.0,
          22.4,
          6,
          10,
          5,
          12,
          9
        ],
        "basis_sentence": "The figures below are computed from 12 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 9,
          "renewal": 3,
          "unknown": 6,
          "support": 3
        },
        "agency_names": [
          "Department of Defense",
          "Department of Commerce",
          "Department of Justice",
          "Department of Homeland Security",
          "Department of Agriculture",
          "Department of the Treasury"
        ],
        "agency_counts": {
          "Department of Commerce": 6,
          "Department of Defense": 10,
          "Department of Justice": 2,
          "Department of Homeland Security": 1,
          "Department of Agriculture": 1,
          "Department of the Treasury": 1
        },
        "recipient_counts": {
          "GOVERNMENT ACQUISITIONS LLC": 5,
          "GUIDENT TECHNOLOGIES, INC.": 1,
          "OGIS COMMUNICATION GROUP INC": 1,
          "DLT SOLUTIONS, LLC": 3,
          "SOFTWARE INFORMATION RESOURCE CORP.": 2,
          "DH TECHNOLOGIES, INC.": 1,
          "AXELLIANT, LLC": 1,
          "PANAMERICA COMPUTERS, INC.": 1,
          "ACCESSAGILITY LLC": 2,
          "NEW TECH SOLUTIONS, INC.": 1,
          "4 STAR TECHNOLOGIES, INC.": 2,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "GOVERNMENT ACQUISITIONS LLC",
        "spread_ratio": 168.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for DataStax\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.1M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.2M</text><line x1=\"56\" y1=\"190.4\" x2=\"704\" y2=\"190.4\" class=\"pp-median\"/><text x=\"704\" y=\"184.4\" class=\"pp-median-label\" text-anchor=\"end\">median $300k</text><rect x=\"61.9\" y=\"213.2\" width=\"19.1\" height=\"2.8\" class=\"pp-bar\"><title>DOC46PAPT1500522 — $33k — Department of Commerce — 2015-09-29</title></rect><rect x=\"92.7\" y=\"24.0\" width=\"19.1\" height=\"192.0\" class=\"pp-bar\"><title>DOC56PAPT1700389 — $2.2M — Department of Commerce — 2017-05-08</title></rect><rect x=\"123.6\" y=\"204.6\" width=\"19.1\" height=\"11.4\" class=\"pp-bar\"><title>1333BJ18F00184010 — $134k — Department of Commerce — 2018-02-21</title></rect><rect x=\"154.4\" y=\"175.2\" width=\"19.1\" height=\"40.8\" class=\"pp-bar\"><title>HC102821F0664 — $479k — Department of Defense — 2021-07-07</title></rect><rect x=\"185.3\" y=\"167.7\" width=\"19.1\" height=\"48.3\" class=\"pp-bar\"><title>1333BJ21F00282035 — $566k — Department of Commerce — 2021-07-30</title></rect><rect x=\"216.1\" y=\"194.6\" width=\"19.1\" height=\"21.4\" class=\"pp-bar\"><title>1333BJ21F00183004 — $251k — Department of Commerce — 2021-09-14</title></rect><rect x=\"247.0\" y=\"213.1\" width=\"19.1\" height=\"2.9\" class=\"pp-bar\"><title>N0016422F0026 — $34k — Department of Defense — 2022-03-16</title></rect><rect x=\"277.9\" y=\"190.4\" width=\"19.1\" height=\"25.6\" class=\"pp-bar\"><title>FA714622FB023 — $300k — Department of Defense — 2022-05-19</title></rect><rect x=\"308.7\" y=\"167.8\" width=\"19.1\" height=\"48.2\" class=\"pp-bar\"><title>15F06722F0001043 — $565k — Department of Justice — 2022-07-25</title></rect><rect x=\"339.6\" y=\"214.0\" width=\"19.1\" height=\"2.0\" class=\"pp-bar\"><title>W15QKN22F0570 — $13k — Department of Defense — 2022-08-31</title></rect><rect x=\"370.4\" y=\"213.8\" width=\"19.1\" height=\"2.2\" class=\"pp-bar\"><title>N0042122P0482 — $26k — Department of Defense — 2022-09-15</title></rect><rect x=\"401.3\" y=\"65.0\" width=\"19.1\" height=\"151.0\" class=\"pp-bar\"><title>70B04C22F00001391 — $1.8M — Department of Homeland Security — 2022-09-30</title></rect><rect x=\"432.1\" y=\"213.7\" width=\"19.1\" height=\"2.3\" class=\"pp-bar\"><title>N6600122F0153 — $27k — Department of Defense — 2022-10-01</title></rect><rect x=\"463.0\" y=\"212.7\" width=\"19.1\" height=\"3.3\" class=\"pp-bar\"><title>N0016423F0050 — $38k — Department of Defense — 2023-04-19</title></rect><rect x=\"493.9\" y=\"185.3\" width=\"19.1\" height=\"30.7\" class=\"pp-bar\"><title>FA714623F0020 — $360k — Department of Defense — 2023-05-19</title></rect><rect x=\"524.7\" y=\"143.8\" width=\"19.1\" height=\"72.2\" class=\"pp-bar\"><title>1333BJ23F00282027 — $846k — Department of Commerce — 2023-07-31</title></rect><rect x=\"555.6\" y=\"201.0\" width=\"19.1\" height=\"15.0\" class=\"pp-bar\"><title>12314423F0428 — $176k — Department of Agriculture — 2023-09-30</title></rect><rect x=\"586.4\" y=\"212.4\" width=\"19.1\" height=\"3.6\" class=\"pp-bar\"><title>N0016424F0017 — $42k — Department of Defense — 2023-12-29</title></rect><rect x=\"617.3\" y=\"214.0\" width=\"19.1\" height=\"2.0\" class=\"pp-bar\"><title>20343024F00024 — $21k — Department of the Treasury — 2024-04-04</title></rect><rect x=\"648.1\" y=\"203.8\" width=\"19.1\" height=\"12.2\" class=\"pp-bar\"><title>HC102824F0529 — $143k — Department of Defense — 2024-06-26</title></rect><rect x=\"679.0\" y=\"188.6\" width=\"19.1\" height=\"27.4\" class=\"pp-bar\"><title>15F06724F0001340 — $321k — Department of Justice — 2024-07-25</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2015-09-29</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2024-07-25</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (21 awards, obligated)</text></svg>",
      "published_date": "2026-09-13",
      "url": "/datastax/",
      "changelog": [
        {
          "date": "2026-09-12",
          "note": "Initial publication: 21 awards, $13,395–$2,249,867."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "denodo": {
      "product_slug": "denodo",
      "product_name": "Denodo",
      "vendor": "Denodo Technologies",
      "list_price": {
        "value": 63.0,
        "unit": "USD per Denodo Credit Unit (DCU)",
        "publisher": "Denodo Technologies, Inc.",
        "url": "https://www.denodo.com/en/agora-pricing",
        "quote": "List price for Denodo Credit Units (as of Jan. 31, 2025): One (1) DCU ... 63.00 USD",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "6973GH20F01200",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2020-07-01",
          "end_date": "2021-08-31",
          "amount": 309390.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PURCHASE OF DENODO LICENSES",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_6973GH20F01200_6920_DTFACT13D00004_6920"
        },
        {
          "award_id": "36C10A22F0010",
          "recipient": "ARCHITECHTURE SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2021-10-01",
          "end_date": "2022-09-30",
          "amount": 125347.86,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "BRAND NAME DENODO MAINTENANCE SW-DENODO DATA VIRTUALIZATION STANDARD TECHNICAL SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10A22F0010_3600_NNG15SD42B_8000"
        },
        {
          "award_id": "W52P1J22F0158",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Denodo Technologies",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-03-25",
          "end_date": "2023-03-28",
          "amount": 647000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "THE PURPOSE OF DELIVER ORDER W52P1J-22-F-0158 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORM.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W52P1J22F0158_9700_W52P1J20D0042_9700"
        },
        {
          "award_id": "697DCK22F01510",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-08-05",
          "end_date": "2022-08-31",
          "amount": 521600.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01510_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "W519TC23F0181",
          "recipient": "STRATEGIC COMMUNICATIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2023-03-28",
          "end_date": "2024-03-28",
          "amount": 654893.6,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "THE PURPOSE OF DELIVERY ORDER W519TC-23-F-0181 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORMS.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC23F0181_9700_W52P1J20D0065_9700"
        },
        {
          "award_id": "FA440723F0067",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-04-04",
          "end_date": "2024-03-30",
          "amount": 662651.68,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440723F0067_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "697DCK23F00866",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2023-08-16",
          "end_date": "2024-08-30",
          "amount": 568354.4,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK23F00866_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "697DCK23F00765",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2023-08-23",
          "end_date": "2024-08-31",
          "amount": 344560.32,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ANNUAL LICENSE RENEWAL FOR DENODO PLATFORM.",
          "psc_code": "7B21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK23F00765_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "W519TC24F0144",
          "recipient": "STRATEGIC COMMUNICATIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2024-03-29",
          "end_date": "2026-03-28",
          "amount": 1472514.9,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DENODO SW MAINTENANCE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC24F0144_9700_W52P1J20D0065_9700"
        },
        {
          "award_id": "FA440724F0039",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2024-03-31",
          "end_date": "2025-03-30",
          "amount": 680859.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DENODO DEVELOPER LICENSE RENEWAL",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440724F0039_9700_NNG15SD76B_8000"
        },
        {
          "award_id": "697DCK24F00847",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2024-08-20",
          "end_date": "2025-08-30",
          "amount": 584675.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL MAINTENANCE AND SUPPORT RENEWAL OF DENODO PLATFORM.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK24F00847_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK24F00938",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2024-08-26",
          "end_date": "2025-08-31",
          "amount": 352075.84,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DENODO FOR ESC",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK24F00938_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "FA440725F0035",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Denodo Technologies",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2025-03-31",
          "end_date": "2025-03-31",
          "amount": 698702.08,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3BM/C3MF AND THE MAF C2/AFLCMC AT SCOTT AFB, IL.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA440725F0035_9700_N6600121A0031_9700"
        },
        {
          "award_id": "692M1525F00152",
          "recipient": "GENERAL DYNAMICS INFORMATION TECHNOLOGY, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-08-11",
          "end_date": "2026-08-31",
          "amount": 207048.07,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DO FOR DENODO & FAA1 INFRASTRUCTURE DO.",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1525F00152_6920_DTFACT15D00003_6920"
        },
        {
          "award_id": "697DCK25F00788",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-08-13",
          "end_date": "2026-08-31",
          "amount": 485280.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "ITAR-25-2668 SLI'S - 53252, 59821 DENODO - DATA VIRTUALIZATION SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00788_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "697DCK25F00872",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-08-27",
          "end_date": "2026-08-31",
          "amount": 331200.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL RENEWAL OF DENODO FOR ESC.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00872_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "W519TC26FA219",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2026-03-29",
          "end_date": "2027-03-28",
          "amount": 748754.6,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DENODO ENTERPRISE PLUS SUBSCRIPTION PRODUCTION LICENSE AND PREMIUM MAINTENANCE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W519TC26FA219_9700_W52P1J20D0046_9700"
        },
        {
          "award_id": "697DCK26F00577",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-06-25",
          "end_date": "2027-08-30",
          "amount": 499574.76,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DENODO SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00577_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "692M1526F00154",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-08-10",
          "end_date": "2027-08-31",
          "amount": 181000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "ITAR-26-2494 SLI#: 63275 FAA CLOUD SERVICES FCS2 DELIVERY ORDER 0261 - DENODO & PURE INFRASTRUCTURE.",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_692M1526F00154_6920_692M1526A00001_6920"
        },
        {
          "award_id": "697DCK26F00843",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-08-12",
          "end_date": "2027-08-31",
          "amount": 368312.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DENODO FOR ESC",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00843_6920_697DCK22D00001_6920"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "W519TC24F0144",
          "excerpt": "DENODO SW MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC26FA219",
          "excerpt": "DENODO ENTERPRISE PLUS SUBSCRIPTION PRODUCTION LICENSE AND PREMIUM MAINTENANCE."
        },
        {
          "pattern": "licences",
          "award_id": "W519TC26FA219",
          "excerpt": "DENODO ENTERPRISE PLUS SUBSCRIPTION PRODUCTION LICENSE AND PREMIUM MAINTENANCE."
        },
        {
          "pattern": "support",
          "award_id": "FA440725F0035",
          "excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3B"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440725F0035",
          "excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3B"
        },
        {
          "pattern": "licences",
          "award_id": "FA440725F0035",
          "excerpt": "UNDER THE FOLLOWING PURCHASE REQUEST, 375 CONS INTENDS TO ACQUIRE BRAND NAME ONLY DENODO PLATFORM ENTERPRISE PLUS SUBSCRIPTION BUNDLE (X16) SOFTWARE FOR A MAINTENANCE RENEWAL IN SUPPORT OF THE PEO-C3B"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440724F0039",
          "excerpt": "DENODO DEVELOPER LICENSE RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "FA440724F0039",
          "excerpt": "DENODO DEVELOPER LICENSE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "FA440723F0067",
          "excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)"
        },
        {
          "pattern": "renewal",
          "award_id": "FA440723F0067",
          "excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)"
        },
        {
          "pattern": "licences",
          "award_id": "FA440723F0067",
          "excerpt": "DENODO PLATFORM SUBSCRIPTION BUNDLE - ENTERPRISE PLUS, PREMIUM SUPPORT (12 MONTHS)"
        },
        {
          "pattern": "support",
          "award_id": "W519TC23F0181",
          "excerpt": "THE PURPOSE OF DELIVERY ORDER W519TC-23-F-0181 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORMS"
        },
        {
          "pattern": "renewal",
          "award_id": "W519TC23F0181",
          "excerpt": "THE PURPOSE OF DELIVERY ORDER W519TC-23-F-0181 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORMS"
        },
        {
          "pattern": "support",
          "award_id": "W52P1J22F0158",
          "excerpt": "THE PURPOSE OF DELIVER ORDER W52P1J-22-F-0158 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "W52P1J22F0158",
          "excerpt": "THE PURPOSE OF DELIVER ORDER W52P1J-22-F-0158 IS TO PURCHASE DENODO MAINTENANCE IN SUPPORT OF PROGRAM EXECUTIVE OFFICE ENTERPRISE INFORMATION SYSTEM, PROJECT MANAGER ARMY DATA AND ANALYTICS PLATFORM."
        },
        {
          "pattern": "support",
          "award_id": "697DCK24F00847",
          "excerpt": "THE ANNUAL MAINTENANCE AND SUPPORT RENEWAL OF DENODO PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK24F00847",
          "excerpt": "THE ANNUAL MAINTENANCE AND SUPPORT RENEWAL OF DENODO PLATFORM."
        },
        {
          "pattern": "support",
          "award_id": "697DCK23F00866",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00866",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F01510",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK22F01510",
          "excerpt": "MAINTENANCE AND SUPPORT OF DENODO PLATFORM"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00577",
          "excerpt": "DENODO SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00788",
          "excerpt": "ITAR-25-2668    SLI'S - 53252, 59821  DENODO - DATA VIRTUALIZATION SOFTWARE  RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK23F00765",
          "excerpt": "ANNUAL LICENSE RENEWAL FOR DENODO PLATFORM."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK23F00765",
          "excerpt": "ANNUAL LICENSE RENEWAL FOR DENODO PLATFORM."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00872",
          "excerpt": "THE ANNUAL RENEWAL OF DENODO FOR ESC."
        },
        {
          "pattern": "licences",
          "award_id": "6973GH20F01200",
          "excerpt": "PURCHASE OF DENODO LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "36C10A22F0010",
          "excerpt": "BRAND NAME DENODO MAINTENANCE SW-DENODO DATA VIRTUALIZATION STANDARD TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "36C10A22F0010",
          "excerpt": "BRAND NAME DENODO MAINTENANCE SW-DENODO DATA VIRTUALIZATION STANDARD TECHNICAL SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 11,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 11,
        "low": 309390.0,
        "p25": 414920.16,
        "median": 584675.52,
        "p75": 689780.8,
        "high": 1472514.9,
        "from": "2020-07-01",
        "to": "2026-08-12"
      },
      "clean_count": 11,
      "scope_counts": {
        "renewal": 8,
        "license": 3,
        "support": 5,
        "unknown": 4
      },
      "observed_low": 309390.0,
      "observed_high": 1472514.9,
      "observed_median": 584675.52,
      "observed_total": 6818163.38,
      "award_count": 20,
      "agency_count": 3,
      "date_range": {
        "from": "2020-07-01",
        "to": "2026-08-12"
      },
      "last_verified": "2026-10-05",
      "name": "Denodo",
      "slug": "denodo",
      "prose": {
        "answer_lead": "US public agencies have awarded Denodo Technologies contracts for Denodo with amounts ranging from $309,390 USD to $1,472,514.90 USD. Denodo Technologies, Inc. lists Denodo Credit Units (DCU) at $63 USD per DCU.",
        "renewal_watch": "A 'DENODO SW MAINTENANCE RENEWAL' award was $1,472,514.90 USD.",
        "faq": [
          {
            "question": "What is the typical cost range for Denodo licenses and renewals?",
            "answer": "The median award amount for these types of contracts is $584,675.52 USD.",
            "award_ids": [
              "6973GH20F01200",
              "FA440723F0067",
              "697DCK23F00765",
              "W519TC24F0144",
              "FA440724F0039",
              "697DCK24F00847",
              "FA440725F0035",
              "697DCK25F00788",
              "697DCK25F00872",
              "W519TC26FA219",
              "697DCK26F00577"
            ]
          },
          {
            "question": "Are there contracts that combine Denodo licenses with support?",
            "answer": "Yes, some contracts explicitly bundle licenses with support.",
            "award_ids": [
              "FA440723F0067",
              "W519TC26FA219"
            ]
          },
          {
            "question": "What is the lowest observed contract amount for Denodo licenses?",
            "answer": "The lowest observed contract amount specifically for Denodo licenses was $309,390 USD. This award was for the 'PURCHASE OF DENODO LICENSES'.",
            "award_ids": [
              "6973GH20F01200"
            ]
          },
          {
            "question": "What is the highest observed contract amount for Denodo renewals?",
            "answer": "The highest observed contract amount for a Denodo renewal was $1,472,514.90 USD. This award was for 'DENODO SW MAINTENANCE RENEWAL'.",
            "award_ids": [
              "W519TC24F0144"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded Denodo Technologies contracts for Denodo with am",
            "Buyers should note that renewal costs for Denodo can vary. For example, a 'DENOD",
            "A 'DENODO SW MAINTENANCE RENEWAL' award was $1,472,514.90 USD. Another award for",
            "Based on 11 licence and renewal awards, the typical range for Denodo contracts i",
            "Yes, some contracts explicitly bundle licenses with support. For example, one aw"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 20 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 11 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 1.9, and the highest is 4.8 times the lowest.",
          "12 of 20 awards (60%) come from Department of Transportation.",
          "The most frequent recipient across these awards is CDW GOVERNMENT LLC, on 8 awards (40%).",
          "The records span 2020-07-01 to 2026-08-12."
        ],
        "numbers": [
          60,
          40,
          4.8,
          1.9,
          3,
          12,
          8,
          11,
          9
        ],
        "basis_sentence": "The figures below are computed from 11 licence and renewal awards; the other 9 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "renewal": 8,
          "license": 3,
          "support": 5,
          "unknown": 4
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Defense",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Department of Transportation": 12,
          "Department of Veterans Affairs": 1,
          "Department of Defense": 7
        },
        "recipient_counts": {
          "CDW GOVERNMENT LLC": 8,
          "ARCHITECHTURE SOLUTIONS LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "STRATEGIC COMMUNICATIONS LLC": 2,
          "NEW TECH SOLUTIONS, INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "MICROTECHNOLOGIES LLC": 2,
          "GENERAL DYNAMICS INFORMATION TECHNOLOGY, INC.": 1,
          "DH TECHNOLOGIES, INC.": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "CDW GOVERNMENT LLC",
        "spread_ratio": 4.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Denodo\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$736k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.5M</text><line x1=\"56\" y1=\"139.8\" x2=\"704\" y2=\"139.8\" class=\"pp-median\"/><text x=\"704\" y=\"133.8\" class=\"pp-median-label\" text-anchor=\"end\">median $585k</text><rect x=\"62.2\" y=\"175.7\" width=\"20.1\" height=\"40.3\" class=\"pp-bar\"><title>6973GH20F01200 — $309k — Department of Transportation — 2020-07-01</title></rect><rect x=\"94.6\" y=\"199.7\" width=\"20.1\" height=\"16.3\" class=\"pp-bar\"><title>36C10A22F0010 — $125k — Department of Veterans Affairs — 2021-10-01</title></rect><rect x=\"127.0\" y=\"131.6\" width=\"20.1\" height=\"84.4\" class=\"pp-bar\"><title>W52P1J22F0158 — $647k — Department of Defense — 2022-03-25</title></rect><rect x=\"159.4\" y=\"148.0\" width=\"20.1\" height=\"68.0\" class=\"pp-bar\"><title>697DCK22F01510 — $522k — Department of Transportation — 2022-08-05</title></rect><rect x=\"191.8\" y=\"130.6\" width=\"20.1\" height=\"85.4\" class=\"pp-bar\"><title>W519TC23F0181 — $655k — Department of Defense — 2023-03-28</title></rect><rect x=\"224.2\" y=\"129.6\" width=\"20.1\" height=\"86.4\" class=\"pp-bar\"><title>FA440723F0067 — $663k — Department of Defense — 2023-04-04</title></rect><rect x=\"256.6\" y=\"141.9\" width=\"20.1\" height=\"74.1\" class=\"pp-bar\"><title>697DCK23F00866 — $568k — Department of Transportation — 2023-08-16</title></rect><rect x=\"289.0\" y=\"171.1\" width=\"20.1\" height=\"44.9\" class=\"pp-bar\"><title>697DCK23F00765 — $345k — Department of Transportation — 2023-08-23</title></rect><rect x=\"321.4\" y=\"24.0\" width=\"20.1\" height=\"192.0\" class=\"pp-bar\"><title>W519TC24F0144 — $1.5M — Department of Defense — 2024-03-29</title></rect><rect x=\"353.8\" y=\"127.2\" width=\"20.1\" height=\"88.8\" class=\"pp-bar\"><title>FA440724F0039 — $681k — Department of Defense — 2024-03-31</title></rect><rect x=\"386.2\" y=\"139.8\" width=\"20.1\" height=\"76.2\" class=\"pp-bar\"><title>697DCK24F00847 — $585k — Department of Transportation — 2024-08-20</title></rect><rect x=\"418.6\" y=\"170.1\" width=\"20.1\" height=\"45.9\" class=\"pp-bar\"><title>697DCK24F00938 — $352k — Department of Transportation — 2024-08-26</title></rect><rect x=\"451.0\" y=\"124.9\" width=\"20.1\" height=\"91.1\" class=\"pp-bar\"><title>FA440725F0035 — $699k — Department of Defense — 2025-03-31</title></rect><rect x=\"483.4\" y=\"189.0\" width=\"20.1\" height=\"27.0\" class=\"pp-bar\"><title>692M1525F00152 — $207k — Department of Transportation — 2025-08-11</title></rect><rect x=\"515.8\" y=\"152.7\" width=\"20.1\" height=\"63.3\" class=\"pp-bar\"><title>697DCK25F00788 — $485k — Department of Transportation — 2025-08-13</title></rect><rect x=\"548.2\" y=\"172.8\" width=\"20.1\" height=\"43.2\" class=\"pp-bar\"><title>697DCK25F00872 — $331k — Department of Transportation — 2025-08-27</title></rect><rect x=\"580.6\" y=\"118.4\" width=\"20.1\" height=\"97.6\" class=\"pp-bar\"><title>W519TC26FA219 — $749k — Department of Defense — 2026-03-29</title></rect><rect x=\"613.0\" y=\"150.9\" width=\"20.1\" height=\"65.1\" class=\"pp-bar\"><title>697DCK26F00577 — $500k — Department of Transportation — 2026-06-25</title></rect><rect x=\"645.4\" y=\"192.4\" width=\"20.1\" height=\"23.6\" class=\"pp-bar\"><title>692M1526F00154 — $181k — Department of Transportation — 2026-08-10</title></rect><rect x=\"677.8\" y=\"168.0\" width=\"20.1\" height=\"48.0\" class=\"pp-bar\"><title>697DCK26F00843 — $368k — Department of Transportation — 2026-08-12</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2020-07-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-08-12</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (20 awards, obligated)</text></svg>",
      "published_date": "2026-09-11",
      "url": "/denodo/",
      "changelog": [
        {
          "date": "2026-09-09",
          "note": "Initial publication: 20 awards, $125,348–$1,472,515."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $125,348 -> $309,390"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "immuta": {
      "product_slug": "immuta",
      "product_name": "Immuta",
      "vendor": "Immuta Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "70B04C22F00000034",
          "recipient": "AKIRA TECHNOLOGIES INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2021-11-19",
          "end_date": "2022-11-18",
          "amount": 121352.53,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PURCHASE OF IMMUTA PRO SOFTWARE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C22F00000034_7014_HSHQDC12D00015_7001"
        },
        {
          "award_id": "FA701422P0019",
          "recipient": "IMMUTA, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-07-14",
          "end_date": "2023-07-13",
          "amount": 600000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "WARREN:WARREN SAF/CO IMMUTA LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701422P0019_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "70B04C23F00000031",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2022-11-19",
          "end_date": "2023-11-18",
          "amount": 141491.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS IS FOR THE PURCHASE OF IMMUTA PRO SOFTWARE.",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C23F00000031_7014_HSHQDC12D00012_7001"
        },
        {
          "award_id": "HT001523F0045",
          "recipient": "ACCESSAGILITY LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2023-04-05",
          "end_date": "2024-03-15",
          "amount": 116985.5,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA TECHNOLOGY CONNECTOR SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001523F0045_9700_NNG15SC23B_8000"
        },
        {
          "award_id": "FA701423P0028",
          "recipient": "IMMUTA, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-07-14",
          "end_date": "2024-07-13",
          "amount": 300000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PKS WARREN:WARREN SAF/CND IMMUTA LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701423P0028_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "70FA3023F00000385",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Federal Emergency Management Agency",
          "action_date": "2023-08-13",
          "end_date": "2024-08-12",
          "amount": 393957.58,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "FEMADEX DATA GOVERNANCE TOOL - ALATION AND IMMUTA SOFTWARE LICENSES.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70FA3023F00000385_7022_HSHQDC13D00019_7001"
        },
        {
          "award_id": "75F40123F80297",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": "Immuta Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2023-08-15",
          "end_date": "2024-09-14",
          "amount": 300000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE LICENSE AND SUPPORT SERVICES",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40123F80297_7524_NNG15SC03B_8000"
        },
        {
          "award_id": "36C10B23F0333",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2023-09-22",
          "end_date": "2026-09-21",
          "amount": 5301867.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "BRAND NAME IMMUTA",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B23F0333_3600_NNG15SD22B_8000"
        },
        {
          "award_id": "19AQMM23F3351",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2023-10-01",
          "end_date": "2024-09-29",
          "amount": 74993.92,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE LICE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM23F3351_1900_NNG15SD00B_8000"
        },
        {
          "award_id": "70B04C24F00000032",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2023-11-19",
          "end_date": "2024-11-18",
          "amount": 148283.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THIS PURCHASE IS FOR IMMUTA PRO SOFTWARE",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C24F00000032_7014_HSHQDC12D00012_7001"
        },
        {
          "award_id": "HT001524F0063",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2024-03-16",
          "end_date": "2025-03-15",
          "amount": 286673.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE FOR DATA GOVERNANCE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001524F0063_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "75F40124F80174",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2024-06-20",
          "end_date": "2025-09-14",
          "amount": 298338.47,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA LICENSE TO SUPPORT CDER CYBER SECURITY",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40124F80174_7524_NNG15SD76B_8000"
        },
        {
          "award_id": "HT001524F0088",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2024-06-30",
          "end_date": "2024-06-30",
          "amount": 230699.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE FOR JOINT OPERATIONAL MEDICINE INFORMATION SYSTEM",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001524F0088_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "70FA4024F00000358",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Federal Emergency Management Agency",
          "action_date": "2024-08-13",
          "end_date": "2025-08-12",
          "amount": 400920.22,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DATA POLICY ENFORCEMENT TOOL RENEWAL- IMMUTA",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70FA4024F00000358_7022_HSHQDC13D00019_7001"
        },
        {
          "award_id": "19AQMM24F2471",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2024-09-30",
          "end_date": "2025-09-29",
          "amount": 84839.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "EX IM DATA GOVERNANCE IMMUTA LICENSE PACK",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM24F2471_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "HT001525F0005",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2025-03-16",
          "end_date": "2025-03-16",
          "amount": 591380.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA PLATFORM SITE LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001525F0005_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "19AQMM25F1313",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2025-09-30",
          "end_date": "2026-09-29",
          "amount": 142106.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA DATA GOVERNANCE LICENSING",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM25F1313_1900_NNG15SD74B_8000"
        },
        {
          "award_id": "HT001526FE018",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Health Agency",
          "action_date": "2026-03-16",
          "end_date": "2027-03-15",
          "amount": 589987.72,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "IMMUTA SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HT001526FE018_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "36C10B26F0404",
          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2026-09-22",
          "end_date": "2027-09-21",
          "amount": 1938891.53,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "BRAND NAME IMMUTA SOFTWARE LICENSES",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B26F0404_3600_NNG15SD19B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "licences",
          "award_id": "36C10B26F0404",
          "excerpt": "BRAND NAME IMMUTA SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "FA701422P0019",
          "excerpt": "WARREN:WARREN SAF/CO IMMUTA LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "HT001525F0005",
          "excerpt": "IMMUTA PLATFORM SITE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "70FA4024F00000358",
          "excerpt": "DATA POLICY ENFORCEMENT TOOL RENEWAL- IMMUTA"
        },
        {
          "pattern": "licences",
          "award_id": "70FA3023F00000385",
          "excerpt": "FEMADEX DATA GOVERNANCE TOOL - ALATION AND IMMUTA SOFTWARE LICENSES."
        },
        {
          "pattern": "licences",
          "award_id": "FA701423P0028",
          "excerpt": "PKS WARREN:WARREN SAF/CND IMMUTA LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "75F40123F80297",
          "excerpt": "IMMUTA SOFTWARE LICENSE AND SUPPORT SERVICES"
        },
        {
          "pattern": "licences",
          "award_id": "75F40123F80297",
          "excerpt": "IMMUTA SOFTWARE LICENSE AND SUPPORT SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "75F40124F80174",
          "excerpt": "IMMUTA LICENSE TO SUPPORT CDER CYBER SECURITY"
        },
        {
          "pattern": "licences",
          "award_id": "75F40124F80174",
          "excerpt": "IMMUTA LICENSE TO SUPPORT CDER CYBER SECURITY"
        },
        {
          "pattern": "integration",
          "award_id": "HT001523F0045",
          "excerpt": "IMMUTA TECHNOLOGY CONNECTOR SOFTWARE"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM24F2471",
          "excerpt": "EX IM DATA GOVERNANCE IMMUTA LICENSE PACK"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 18,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 18,
        "low": 74993.92,
        "p25": 141644.89,
        "median": 298338.47,
        "p75": 399179.56,
        "high": 1938891.53,
        "from": "2021-11-19",
        "to": "2026-09-22"
      },
      "clean_count": 18,
      "scope_counts": {
        "unknown": 1,
        "license": 17,
        "renewal": 1
      },
      "observed_low": 74993.92,
      "observed_high": 1938891.53,
      "observed_median": 298338.47,
      "observed_total": 6760899.78,
      "award_count": 19,
      "agency_count": 5,
      "date_range": {
        "from": "2021-11-19",
        "to": "2026-09-22"
      },
      "last_verified": "2026-10-05",
      "name": "Immuta",
      "slug": "immuta",
      "prose": {
        "answer_lead": "Purchase records naming Immuta run from $74,993.92 to $1,938,891.53, across 19 awards. Of those, 18 are licence or renewal purchases, which is what the figures above are drawn from. None of these amounts is a unit price: each is what one agency was awarded for one scope of work.",
        "renewal_watch": "The lowest observed award for a license was $74,993.92 from the Department of State, while the highest was $1,938,891.53 from the Department of Veterans Affairs, also for licenses.",
        "faq": [
          {
            "question": "What is the typical cost range for Immuta licenses?",
            "answer": "The lowest observed award for a license was $74,993.92, and the highest was $1,938,891.53.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that include both Immuta licenses and support services?",
            "answer": "Yes, at least one contract from the Department of Health and Human Services for $300,000 explicitly included \"IMMUTA SOFTWARE LICENSE AND SUPPORT SERVICES.\" This indicates that support can be part of a bundled purchase.",
            "award_ids": [
              "75F40123F80297"
            ]
          },
          {
            "question": "What is the cost of Immuta for data governance?",
            "answer": "Awards for Immuta explicitly for data governance include $286,673 from the Department of Defense for \"IMMUTA SOFTWARE FOR DATA GOVERNANCE,\" $400,920.22 from the Department of Homeland Security for \"DATA POLICY ENFORCEMENT TOOL RENEWAL- IMMUTA,\" and $142,106.26 from the Department of State for \"IMMUTA DATA GOVERNANCE LICENSING.\"",
            "award_ids": [
              "HT001524F0063",
              "70FA4024F00000358",
              "19AQMM25F1313"
            ]
          },
          {
            "question": "What is the cost of Immuta Pro software?",
            "answer": "One award was for $121,352.53. A third award was for $148,283.95. The descriptions for these awards include phrases such as \"PURCHASE OF IMMUTA PRO SOFTWARE\" or \"THIS PURCHASE IS FOR IMMUTA PRO SOFTWARE.\"",
            "award_ids": [
              "70B04C22F00000034",
              "70B04C23F00000031",
              "70B04C24F00000032"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 18 awards for licenses and renewals.",
            "The Department of Homeland Security has made multiple awards that include Immuta Pro software.",
            "Another award was for $141,491.10."
          ],
          "rewritten": [
            "Public agencies have awarded Immuta contracts ranging from $74,993.92 to $1,938,",
            "Public agencies have awarded Immuta contracts ranging from $74,993.92 to $1,938,",
            "Agencies renewing Immuta should note that one renewal award from the Department ",
            "Based on 18 licence and renewal awards, the typical contract total for Immuta li",
            "The Department of Homeland Security has made multiple awards for Immuta Pro soft",
            "The Department of Homeland Security has made multiple awards that include Immuta"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 19 public contract awards from 5 awarding agencies.",
          "The figures below are computed from 18 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 4.0, and the highest is 25.9 times the lowest.",
          "7 of 19 awards (37%) come from Department of Defense.",
          "The most frequent recipient across these awards is BLUE TECH INC., on 5 awards (26%).",
          "The records span 2021-11-19 to 2026-09-22."
        ],
        "numbers": [
          37,
          26,
          25.9,
          4.0,
          5,
          7,
          5,
          18,
          1
        ],
        "basis_sentence": "The figures below are computed from 18 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 1,
          "license": 17,
          "renewal": 1
        },
        "agency_names": [
          "Department of Defense",
          "Department of Homeland Security",
          "Department of State",
          "Department of Health and Human Services",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Department of Homeland Security": 5,
          "Department of Defense": 7,
          "Department of Health and Human Services": 2,
          "Department of Veterans Affairs": 2,
          "Department of State": 3
        },
        "recipient_counts": {
          "AKIRA TECHNOLOGIES INC.": 1,
          "IMMUTA, INC.": 2,
          "BLUE TECH INC.": 5,
          "ACCESSAGILITY LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "NEW TECH SOLUTIONS, INC.": 4,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "SOFTWARE INFORMATION RESOURCE CORP.": 2,
          "ALVAREZ LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "BLUE TECH INC.",
        "spread_ratio": 25.9
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Immuta\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$5.3M</text><line x1=\"56\" y1=\"205.2\" x2=\"704\" y2=\"205.2\" class=\"pp-median\"/><text x=\"704\" y=\"199.2\" class=\"pp-median-label\" text-anchor=\"end\">median $298k</text><rect x=\"62.5\" y=\"211.6\" width=\"21.1\" height=\"4.4\" class=\"pp-bar\"><title>70B04C22F00000034 — $121k — Department of Homeland Security — 2021-11-19</title></rect><rect x=\"96.6\" y=\"194.3\" width=\"21.1\" height=\"21.7\" class=\"pp-bar\"><title>FA701422P0019 — $600k — Department of Defense — 2022-07-14</title></rect><rect x=\"130.7\" y=\"210.9\" width=\"21.1\" height=\"5.1\" class=\"pp-bar\"><title>70B04C23F00000031 — $141k — Department of Homeland Security — 2022-11-19</title></rect><rect x=\"164.8\" y=\"211.8\" width=\"21.1\" height=\"4.2\" class=\"pp-bar\"><title>HT001523F0045 — $117k — Department of Defense — 2023-04-05</title></rect><rect x=\"198.9\" y=\"205.1\" width=\"21.1\" height=\"10.9\" class=\"pp-bar\"><title>FA701423P0028 — $300k — Department of Defense — 2023-07-14</title></rect><rect x=\"233.0\" y=\"201.7\" width=\"21.1\" height=\"14.3\" class=\"pp-bar\"><title>70FA3023F00000385 — $394k — Department of Homeland Security — 2023-08-13</title></rect><rect x=\"267.1\" y=\"205.1\" width=\"21.1\" height=\"10.9\" class=\"pp-bar\"><title>75F40123F80297 — $300k — Department of Health and Human Services — 2023-08-15</title></rect><rect x=\"301.2\" y=\"24.0\" width=\"21.1\" height=\"192.0\" class=\"pp-bar\"><title>36C10B23F0333 — $5.3M — Department of Veterans Affairs — 2023-09-22</title></rect><rect x=\"335.3\" y=\"213.3\" width=\"21.1\" height=\"2.7\" class=\"pp-bar\"><title>19AQMM23F3351 — $75k — Department of State — 2023-10-01</title></rect><rect x=\"369.4\" y=\"210.6\" width=\"21.1\" height=\"5.4\" class=\"pp-bar\"><title>70B04C24F00000032 — $148k — Department of Homeland Security — 2023-11-19</title></rect><rect x=\"403.5\" y=\"205.6\" width=\"21.1\" height=\"10.4\" class=\"pp-bar\"><title>HT001524F0063 — $287k — Department of Defense — 2024-03-16</title></rect><rect x=\"437.6\" y=\"205.2\" width=\"21.1\" height=\"10.8\" class=\"pp-bar\"><title>75F40124F80174 — $298k — Department of Health and Human Services — 2024-06-20</title></rect><rect x=\"471.7\" y=\"207.6\" width=\"21.1\" height=\"8.4\" class=\"pp-bar\"><title>HT001524F0088 — $231k — Department of Defense — 2024-06-30</title></rect><rect x=\"505.8\" y=\"201.5\" width=\"21.1\" height=\"14.5\" class=\"pp-bar\"><title>70FA4024F00000358 — $401k — Department of Homeland Security — 2024-08-13</title></rect><rect x=\"540.0\" y=\"212.9\" width=\"21.1\" height=\"3.1\" class=\"pp-bar\"><title>19AQMM24F2471 — $85k — Department of State — 2024-09-30</title></rect><rect x=\"574.1\" y=\"194.6\" width=\"21.1\" height=\"21.4\" class=\"pp-bar\"><title>HT001525F0005 — $591k — Department of Defense — 2025-03-16</title></rect><rect x=\"608.2\" y=\"210.9\" width=\"21.1\" height=\"5.1\" class=\"pp-bar\"><title>19AQMM25F1313 — $142k — Department of State — 2025-09-30</title></rect><rect x=\"642.3\" y=\"194.6\" width=\"21.1\" height=\"21.4\" class=\"pp-bar\"><title>HT001526FE018 — $590k — Department of Defense — 2026-03-16</title></rect><rect x=\"676.4\" y=\"145.8\" width=\"21.1\" height=\"70.2\" class=\"pp-bar\"><title>36C10B26F0404 — $1.9M — Department of Veterans Affairs — 2026-09-22</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-11-19</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-22</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (19 awards, obligated)</text></svg>",
      "published_date": "2026-09-10",
      "url": "/immuta/",
      "changelog": [
        {
          "date": "2026-09-08",
          "note": "Initial publication: 19 awards, $74,994–$5,301,868."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $5,301,868 -> $1,938,892"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
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        {
          "pattern": "renewal",
          "award_id": "M6785426F4407",
          "excerpt": "SUPPORT AND MAINTENANCE RENEWAL MARKLOGIC FOR ESSENTIAL ENTERPRISE (PERPETUAL 8-CORE) - GOVERNMENT"
        },
        {
          "pattern": "support",
          "award_id": "FA865225F0050",
          "excerpt": "MARKLOGIC ENTERPRISE SOFTWARE SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "FA865226F0012",
          "excerpt": "MARKLOGIC ENTERPRISE SOFTWARE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "2043FY22F00072",
          "excerpt": "MARKLOGIC SW LICENSES & SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "2043FY22F00072",
          "excerpt": "MARKLOGIC SW LICENSES & SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "FA303025FG006",
          "excerpt": "MARKLOGIC MX RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "693JJ619F000082",
          "excerpt": "MARK LOGIC LICENSES RENEWAL  ANNUAL SUPPORT RENEWAL FOR MARKLOGIC SERVER ENTERPRISE EDITION BASE SERVER PRODUCTION (PERPETUAL) SUPPORT RENEWAL ML SEMANTICS OPTION FOR ESSENTIAL ENTERPRISE (PERPETUAL 8"
        },
        {
          "pattern": "renewal",
          "award_id": "693JJ619F000082",
          "excerpt": "MARK LOGIC LICENSES RENEWAL  ANNUAL SUPPORT RENEWAL FOR MARKLOGIC SERVER ENTERPRISE EDITION BASE SERVER PRODUCTION (PERPETUAL) SUPPORT RENEWAL ML SEMANTICS OPTION FOR ESSENTIAL ENTERPRISE (PERPETUAL 8"
        },
        {
          "pattern": "licences",
          "award_id": "693JJ619F000082",
          "excerpt": "MARK LOGIC LICENSES RENEWAL  ANNUAL SUPPORT RENEWAL FOR MARKLOGIC SERVER ENTERPRISE EDITION BASE SERVER PRODUCTION (PERPETUAL) SUPPORT RENEWAL ML SEMANTICS OPTION FOR ESSENTIAL ENTERPRISE (PERPETUAL 8"
        },
        {
          "pattern": "support",
          "award_id": "FA239622P0052",
          "excerpt": "MARKLOGIC SOFTWARE SUPPORT FOR RXO"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 14,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 14,
        "low": 26186.66,
        "p25": 127510.66,
        "median": 309370.25,
        "p75": 551531.14,
        "high": 1896995.7,
        "from": "2019-06-14",
        "to": "2026-06-03"
      },
      "clean_count": 14,
      "scope_counts": {
        "license": 8,
        "renewal": 6,
        "services": 1,
        "support": 3
      },
      "observed_low": 26186.66,
      "observed_high": 1896995.7,
      "observed_median": 309370.25,
      "observed_total": 8126971.47,
      "award_count": 18,
      "agency_count": 5,
      "date_range": {
        "from": "2019-06-14",
        "to": "2026-06-03"
      },
      "last_verified": "2026-10-05",
      "name": "MarkLogic",
      "slug": "marklogic",
      "prose": {
        "answer_lead": "Public agencies have awarded 18 contracts naming MarkLogic, from $26,187 to $1,896,996, each traced to a USAspending record. 14 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "Awards explicitly for renewal span from $26,186.66 to $189,388.40. This indicates that renewal costs can encompass various elements beyond just a basic license extension, potentially including support and specific product options.",
        "faq": [
          {
            "question": "What is the typical cost for MarkLogic licenses and renewals?",
            "answer": "The median contract total for these awards is $309,370.25. A typical band of contract totals, representing the middle 50% of these awards, falls between $127,510.66 and $551,531.14.",
            "award_ids": [
              "FA252119FA161",
              "FA303019FA057",
              "693JJ619F000082",
              "2043FY21F00071",
              "75F40122F80014",
              "2043FY22F00072",
              "75F40124F80015",
              "FA282324FE105",
              "15F06724F0000959",
              "2032H524F00626",
              "FA303025FG006",
              "15F06725F0001040",
              "M6785426F4407",
              "15F06726F0000789"
            ]
          },
          {
            "question": "Are there additional costs beyond the core MarkLogic license?",
            "answer": "Contract records indicate additional costs beyond core licenses.",
            "award_ids": [
              "2043FY21F00071",
              "FA239622P0052",
              "2043FY22F00072",
              "75F40122F80014",
              "75F40124F80015",
              "2032H524F00626",
              "FA865225F0050",
              "FA865226F0012",
              "FA865226F0013",
              "M6785426F4407"
            ]
          },
          {
            "question": "What is the cost for MarkLogic professional services?",
            "answer": "One award explicitly for 'MARKLOGIC PROFESSIONAL SERVICES DELVE' was recorded for $240,931.01. This indicates that professional services are a distinct cost component that buyers may encounter.",
            "award_ids": [
              "FA865226F0013"
            ]
          },
          {
            "question": "What is the cost for MarkLogic support?",
            "answer": "One award for 'MARKLOGIC SOFTWARE SUPPORT FOR RXO' was $23,673.57.",
            "award_ids": [
              "FA239622P0052",
              "2043FY22F00072",
              "FA865225F0050",
              "FA865226F0012",
              "M6785426F4407"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The lowest recorded contract amount is $26,186.66, awarded by the Department of the Navy.",
            "The highest recorded contract amount is $1,896,995.70, awarded by the Department of the Navy."
          ],
          "rewritten": [
            "Public agencies have paid from $26,186.66 to $1,896,995.70 for MarkLogic. These ",
            "Public agencies have awarded contracts for MarkLogic ranging from $26,186.66 to ",
            "When considering renewal for MarkLogic, it is important to note the range of obs",
            "Based on 14 license and renewal awards, the observed contract totals range from ",
            "Yes, contract records indicate additional costs beyond core licenses. Some award",
            "Contract records indicate additional costs beyond core licenses. Some awards inc",
            "Several awards include support. One award for 'MARKLOGIC SOFTWARE SUPPORT FOR RX"
          ],
          "faq_in": 4,
          "faq_dropped": 0,
          "faq_kept": 4,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 18 public contract awards from 5 awarding agencies.",
          "The figures below are computed from 14 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 11.8, and the highest is 72.4 times the lowest.",
          "9 of 18 awards (50%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 9 awards (50%).",
          "The records span 2019-06-14 to 2026-06-03."
        ],
        "numbers": [
          50,
          50,
          72.4,
          11.8,
          5,
          9,
          9,
          14,
          4
        ],
        "basis_sentence": "The figures below are computed from 14 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 8,
          "renewal": 6,
          "services": 1,
          "support": 3
        },
        "agency_names": [
          "Department of Defense",
          "Department of the Treasury",
          "Department of Justice",
          "Department of Health and Human Services",
          "Department of Transportation"
        ],
        "agency_counts": {
          "Department of Defense": 9,
          "Department of Transportation": 1,
          "Department of the Treasury": 3,
          "Department of Health and Human Services": 2,
          "Department of Justice": 3
        },
        "recipient_counts": {
          "CARAHSOFT TECHNOLOGY CORP": 9,
          "ACCESSAGILITY LLC": 1,
          "FCN, INC.": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1,
          "BLUE TECH INC.": 1,
          "REGENCY CONSULTING INC": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 1,
          "NEW TECH SOLUTIONS, INC.": 1,
          "BAHFED CORP": 2
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 72.4
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for MarkLogic\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$948k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.9M</text><line x1=\"56\" y1=\"184.7\" x2=\"704\" y2=\"184.7\" class=\"pp-median\"/><text x=\"704\" y=\"178.7\" class=\"pp-median-label\" text-anchor=\"end\">median $309k</text><rect x=\"62.8\" y=\"196.8\" width=\"22.3\" height=\"19.2\" class=\"pp-bar\"><title>FA252119FA161 — $189k — Department of Defense — 2019-06-14</title></rect><rect x=\"98.8\" y=\"166.4\" width=\"22.3\" height=\"49.6\" class=\"pp-bar\"><title>FA303019FA057 — $490k — Department of Defense — 2019-06-28</title></rect><rect x=\"134.8\" y=\"213.3\" width=\"22.3\" height=\"2.7\" class=\"pp-bar\"><title>693JJ619F000082 — $26k — Department of Transportation — 2019-09-04</title></rect><rect x=\"170.8\" y=\"184.7\" width=\"22.3\" height=\"31.3\" class=\"pp-bar\"><title>2043FY21F00071 — $309k — Department of the Treasury — 2021-09-01</title></rect><rect x=\"206.8\" y=\"160.1\" width=\"22.3\" height=\"55.9\" class=\"pp-bar\"><title>75F40122F80014 — $552k — Department of Health and Human Services — 2021-12-06</title></rect><rect x=\"242.8\" y=\"213.6\" width=\"22.3\" height=\"2.4\" class=\"pp-bar\"><title>FA239622P0052 — $24k — Department of Defense — 2022-03-24</title></rect><rect x=\"278.8\" y=\"204.6\" width=\"22.3\" height=\"11.4\" class=\"pp-bar\"><title>2043FY22F00072 — $113k — Department of the Treasury — 2022-09-30</title></rect><rect x=\"314.8\" y=\"160.3\" width=\"22.3\" height=\"55.7\" class=\"pp-bar\"><title>75F40124F80015 — $550k — Department of Health and Human Services — 2023-12-06</title></rect><rect x=\"350.8\" y=\"208.5\" width=\"22.3\" height=\"7.5\" class=\"pp-bar\"><title>FA282324FE105 — $74k — Department of Defense — 2024-03-06</title></rect><rect x=\"386.8\" y=\"40.3\" width=\"22.3\" height=\"175.7\" class=\"pp-bar\"><title>15F06724F0000959 — $1.7M — Department of Justice — 2024-06-03</title></rect><rect x=\"422.8\" y=\"194.5\" width=\"22.3\" height=\"21.5\" class=\"pp-bar\"><title>2032H524F00626 — $213k — Department of the Treasury — 2024-09-16</title></rect><rect x=\"458.8\" y=\"205.4\" width=\"22.3\" height=\"10.6\" class=\"pp-bar\"><title>FA303025FG006 — $104k — Department of Defense — 2024-10-18</title></rect><rect x=\"494.8\" y=\"24.0\" width=\"22.3\" height=\"192.0\" class=\"pp-bar\"><title>15F06725F0001040 — $1.9M — Department of Justice — 2025-06-03</title></rect><rect x=\"530.8\" y=\"200.0\" width=\"22.3\" height=\"16.0\" class=\"pp-bar\"><title>FA865225F0050 — $158k — Department of Defense — 2025-09-15</title></rect><rect x=\"566.8\" y=\"198.7\" width=\"22.3\" height=\"17.3\" class=\"pp-bar\"><title>M6785426F4407 — $171k — Department of Defense — 2026-02-25</title></rect><rect x=\"602.8\" y=\"203.5\" width=\"22.3\" height=\"12.5\" class=\"pp-bar\"><title>FA865226F0012 — $124k — Department of Defense — 2026-02-26</title></rect><rect x=\"638.8\" y=\"191.6\" width=\"22.3\" height=\"24.4\" class=\"pp-bar\"><title>FA865226F0013 — $241k — Department of Defense — 2026-02-27</title></rect><rect x=\"674.8\" y=\"43.7\" width=\"22.3\" height=\"172.3\" class=\"pp-bar\"><title>15F06726F0000789 — $1.7M — Department of Justice — 2026-06-03</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-06-14</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-06-03</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (18 awards, obligated)</text></svg>",
      "published_date": "2026-09-09",
      "url": "/marklogic/",
      "changelog": [
        {
          "date": "2026-09-07",
          "note": "Initial publication: 18 awards, $23,674–$1,896,996."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: lowest observed $23,674 -> $26,187"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "snowflake": {
      "product_slug": "snowflake",
      "product_name": "Snowflake",
      "vendor": "Snowflake Inc.",
      "list_price": {
        "value": 2.0,
        "unit": "USD per credit",
        "publisher": "Snowflake Inc.",
        "url": "https://www.snowflake.com/legal-files/CreditConsumptionTable.pdf",
        "quote": "Table 2(a): On Demand Platform Credit Pricing — AWS | US East (Northern Virginia) | $2.00 (Standard)",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "75R60221F80088",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2021-08-01",
          "end_date": "2022-07-31",
          "amount": 195149.81,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "SNOWFLAKE MAINTENANCE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60221F80088_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "20343021F00078",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of the Treasury",
          "sub_agency": "Bureau of the Fiscal Service",
          "action_date": "2021-09-30",
          "end_date": "2024-09-29",
          "amount": 237585.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE CLOUD DATA WAREHOUSE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_20343021F00078_2036_NNG15SC82B_8000"
        },
        {
          "award_id": "19AQMM22P0416",
          "recipient": "BLACKWOOD ASSOCIATES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of State",
          "sub_agency": "Department of State",
          "action_date": "2022-04-01",
          "end_date": "2025-03-31",
          "amount": 69654.09,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SOFTWARE SUBSCRIPTION",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_19AQMM22P0416_1900_-NONE-_-NONE-"
        },
        {
          "award_id": "75R60222F80051",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2022-04-27",
          "end_date": "2025-04-26",
          "amount": 193280.88,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "RENEWAL & ADDITIONAL SNOWFLAKE LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60222F80051_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "75R60223F80119",
          "recipient": "ADVANCED COMPUTER CONCEPTS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2023-08-10",
          "end_date": "2024-08-09",
          "amount": 19030.88,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE PROFESSIONAL SERVICE HOURS (BPHC)",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60223F80119_7526_HHSN316201500041W_7529"
        },
        {
          "award_id": "1331L523F13160583",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "Office of the Secretary",
          "action_date": "2023-09-29",
          "end_date": "2024-09-28",
          "amount": 44764.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1331L523F13160583_1301_1331L523A13ES0070_1301"
        },
        {
          "award_id": "1605TB24F00038",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Labor",
          "sub_agency": "Office of the Assistant Secretary for Administration and Management",
          "action_date": "2024-03-18",
          "end_date": "2027-03-17",
          "amount": 314963.1,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE DATA CLOUD WAREHOUSE CAPACITY",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1605TB24F00038_1605_NNG15SD74B_8000"
        },
        {
          "award_id": "273FCC24F0056",
          "recipient": "SOFTWARE INFORMATION RESOURCE CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2024-04-29",
          "end_date": "2025-03-24",
          "amount": 73409.89,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SOFTWARE LICENSES.",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_273FCC24F0056_2700_NNG15SD74B_8000"
        },
        {
          "award_id": "1331L524F0640",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "Office of the Secretary",
          "action_date": "2024-09-29",
          "end_date": "2025-09-28",
          "amount": 44764.55,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SUBSCRIPTION",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1331L524F0640_1301_1331L523A13ES0070_1301"
        },
        {
          "award_id": "75R60225F80053",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2025-05-06",
          "end_date": "2030-05-05",
          "amount": 58669.79,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "OIT- SOFTWARE179 C 6685-SNOWFLAKE CLOUD DATA WAREHOUSE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60225F80053_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "70T03025F7667N101",
          "recipient": "DELOITTE CONSULTING LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2025-09-29",
          "end_date": "2026-09-28",
          "amount": 97355.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "THIS BPA CALL IS FOR THE DEVELOPMENT OF THE SNOWFLAKE BUSINESS CRITICAL",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70T03025F7667N101_7013_70T03024A7667N003_7013"
        },
        {
          "award_id": "15DDHQ26F00000002",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Justice",
          "sub_agency": "Drug Enforcement Administration",
          "action_date": "2025-11-01",
          "end_date": "2026-10-31",
          "amount": 185615.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TITLE: DRT, SNOWFLAKE CLOUD DATA WAREHOUSE REQUESTOR: NICOLE R WILLS-HOWELL ITJA#: ITJA0016148 POP DATES: 11/01/2025 TO 10/31/2026",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15DDHQ26F00000002_1524_NNG15SD26B_8000"
        },
        {
          "award_id": "75R60226F80025",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Health Resources and Services Administration",
          "action_date": "2026-02-09",
          "end_date": "2027-02-08",
          "amount": 307979.07,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "OIT- MAINT25 C 7543- SNOWFLAKE CLOUD DATA WAREHOUSE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75R60226F80025_7526_HHSN316201500040W_7529"
        },
        {
          "award_id": "N6600126P6049",
          "recipient": "IGNITE DIGITAL FEDERAL SERVICES, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2026-02-26",
          "end_date": "2027-02-26",
          "amount": 120000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE DATA WAREHOUSING AND EMBEDDED SOLUTIONS ENGINEER.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6600126P6049_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "1331L526F0255",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Commerce",
          "sub_agency": "Office of the Secretary",
          "action_date": "2026-07-14",
          "end_date": "2027-07-13",
          "amount": 99500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SUBSCRIPTION",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_1331L526F0255_1301_1331L523A13ES0070_1301"
        },
        {
          "award_id": "15JC1V26F00000172",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Justice",
          "sub_agency": "Offices, Boards and Divisions",
          "action_date": "2026-09-25",
          "end_date": "2027-09-24",
          "amount": 55908.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SNOWFLAKE CLOUD DATA WAREHOUSE ACCESS FOR CIVIL DIVISION",
          "psc_code": "DB10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15JC1V26F00000172_1501_NNG15SC82B_8000"
        },
        {
          "award_id": "70T03026F7667N099",
          "recipient": "DELOITTE CONSULTING LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Transportation Security Administration",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 97395.03,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SNOWFLAKE SOFTWARE LICENSES",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70T03026F7667N099_7013_70T03024A7667N003_7013"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "75R60226F80025",
          "excerpt": "OIT- MAINT25 C 7543- SNOWFLAKE CLOUD DATA WAREHOUSE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "75R60221F80088",
          "excerpt": "SNOWFLAKE MAINTENANCE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "75R60222F80051",
          "excerpt": "RENEWAL & ADDITIONAL SNOWFLAKE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "75R60222F80051",
          "excerpt": "RENEWAL & ADDITIONAL SNOWFLAKE LICENSES"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L526F0255",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L526F0255",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70T03026F7667N099",
          "excerpt": "SNOWFLAKE SOFTWARE LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "273FCC24F0056",
          "excerpt": "SNOWFLAKE SOFTWARE LICENSES."
        },
        {
          "pattern": "renewal",
          "award_id": "19AQMM22P0416",
          "excerpt": "SNOWFLAKE SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "19AQMM22P0416",
          "excerpt": "SNOWFLAKE SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L524F0640",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L524F0640",
          "excerpt": "SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "1331L523F13160583",
          "excerpt": "CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "1331L523F13160583",
          "excerpt": "CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 10,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 10,
        "low": 44764.55,
        "p25": 70593.04,
        "median": 99500.0,
        "p75": 194682.58,
        "high": 314963.1,
        "from": "2021-08-01",
        "to": "2026-09-30"
      },
      "clean_count": 10,
      "scope_counts": {
        "license": 7,
        "renewal": 3,
        "unknown": 6,
        "services": 1
      },
      "observed_low": 44764.55,
      "observed_high": 314963.1,
      "observed_median": 99500.0,
      "observed_total": 1440860.97,
      "award_count": 17,
      "agency_count": 9,
      "date_range": {
        "from": "2021-08-01",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Snowflake",
      "slug": "snowflake",
      "prose": {
        "answer_lead": "Public agencies have awarded 17 contracts naming Snowflake, from $44,765 to $314,963, each traced to a USAspending record. 10 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "No supported facts were provided in the evidence.",
        "faq": [
          {
            "question": "How much have agencies paid for Snowflake licenses?",
            "answer": "Public agencies have recorded contract awards for Snowflake licenses ranging from $44,764.55 to $314,963.10. For instance, the Department of Commerce had a 'CLOUD DATA WAREHOUSE SNOWFLAKE SUBSCRIPTION' award for $44,764.55, while the Department of Labor recorded a 'SNOWFLAKE DATA CLOUD WAREHOUSE CAPACITY' award for $314,963.10. The median award for licenses and renewals is $99,500.",
            "award_ids": [
              "1331L523F13160583",
              "1605TB24F00038",
              "1331L524F0640",
              "273FCC24F0056",
              "19AQMM22P0416",
              "1331L526F0255",
              "70T03026F7667N099"
            ]
          },
          {
            "question": "What is the typical range of contract awards for Snowflake licenses and renewals?",
            "answer": "The median award amount for licence and renewal awards is $99,500. The lowest observed award in this category was $44,764.55, and the highest was $314,963.10.",
            "award_ids": [
              "1331L523F13160583",
              "1605TB24F00038",
              "1331L524F0640",
              "273FCC24F0056",
              "19AQMM22P0416",
              "1331L526F0255",
              "70T03026F7667N099",
              "75R60221F80088",
              "75R60222F80051",
              "75R60226F80025"
            ]
          },
          {
            "question": "Are there hidden fees or additional costs associated with Snowflake contracts?",
            "answer": "The provided contract records indicate that some awards include services in addition to licenses or renewals. For example, the Department of Homeland Security had an award for $97,355.52 for 'DEVELOPMENT OF THE SNOWFLAKE BUSINESS CRITICAL'.",
            "award_ids": [
              "70T03025F7667N101",
              "75R60223F80119"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have recorded contract awards for Snowflake from $44,764.55 to $",
            "Public agencies have recorded contract awards for Snowflake from $44,764.55 to $",
            "Buyers should note that renewal awards for Snowflake have varied significantly. ",
            "The Department of Health and Human Services recorded a 'SNOWFLAKE MAINTENANCE RE",
            "Based on 10 licence and renewal awards, the typical range for Snowflake contract",
            "The provided contract records indicate that some awards include services in addi"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 17 public contract awards from 9 awarding agencies.",
          "The figures below are computed from 10 licence and renewal awards; the other 7 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.2, and the highest is 7.0 times the lowest.",
          "5 of 17 awards (29%) come from Department of Health and Human Services.",
          "The most frequent recipient across these awards is NEW TECH SOLUTIONS, INC., on 6 awards (35%).",
          "The records span 2021-08-01 to 2026-09-30."
        ],
        "numbers": [
          29,
          35,
          7.0,
          2.2,
          9,
          5,
          6,
          10,
          7
        ],
        "basis_sentence": "The figures below are computed from 10 licence and renewal awards; the other 7 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 7,
          "renewal": 3,
          "unknown": 6,
          "services": 1
        },
        "agency_names": [
          "Department of Health and Human Services",
          "Department of Commerce",
          "Department of Homeland Security",
          "Department of Justice",
          "Department of the Treasury",
          "Department of State",
          "Department of Labor",
          "Federal Communications Commission",
          "Department of Defense"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 5,
          "Department of the Treasury": 1,
          "Department of State": 1,
          "Department of Commerce": 3,
          "Department of Labor": 1,
          "Federal Communications Commission": 1,
          "Department of Homeland Security": 2,
          "Department of Justice": 2,
          "Department of Defense": 1
        },
        "recipient_counts": {
          "NEW TECH SOLUTIONS, INC.": 6,
          "BLACKWOOD ASSOCIATES, INC.": 1,
          "ADVANCED COMPUTER CONCEPTS, INC.": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 3,
          "SOFTWARE INFORMATION RESOURCE CORP.": 2,
          "DELOITTE CONSULTING LLP": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "IGNITE DIGITAL FEDERAL SERVICES, LLC": 1
        },
        "top_agency": "Department of Health and Human Services",
        "top_recipient": "NEW TECH SOLUTIONS, INC.",
        "spread_ratio": 7.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Snowflake\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$157k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$315k</text><line x1=\"56\" y1=\"155.3\" x2=\"704\" y2=\"155.3\" class=\"pp-median\"/><text x=\"704\" y=\"149.3\" class=\"pp-median-label\" text-anchor=\"end\">median $100k</text><rect x=\"63.2\" y=\"97.0\" width=\"23.6\" height=\"119.0\" class=\"pp-bar\"><title>75R60221F80088 — $195k — Department of Health and Human Services — 2021-08-01</title></rect><rect x=\"101.4\" y=\"71.2\" width=\"23.6\" height=\"144.8\" class=\"pp-bar\"><title>20343021F00078 — $238k — Department of the Treasury — 2021-09-30</title></rect><rect x=\"139.5\" y=\"173.5\" width=\"23.6\" height=\"42.5\" class=\"pp-bar\"><title>19AQMM22P0416 — $70k — Department of State — 2022-04-01</title></rect><rect x=\"177.6\" y=\"98.2\" width=\"23.6\" height=\"117.8\" class=\"pp-bar\"><title>75R60222F80051 — $193k — Department of Health and Human Services — 2022-04-27</title></rect><rect x=\"215.7\" y=\"204.4\" width=\"23.6\" height=\"11.6\" class=\"pp-bar\"><title>75R60223F80119 — $19k — Department of Health and Human Services — 2023-08-10</title></rect><rect x=\"253.8\" y=\"188.7\" width=\"23.6\" height=\"27.3\" class=\"pp-bar\"><title>1331L523F13160583 — $45k — Department of Commerce — 2023-09-29</title></rect><rect x=\"291.9\" y=\"24.0\" width=\"23.6\" height=\"192.0\" class=\"pp-bar\"><title>1605TB24F00038 — $315k — Department of Labor — 2024-03-18</title></rect><rect x=\"330.1\" y=\"171.2\" width=\"23.6\" height=\"44.8\" class=\"pp-bar\"><title>273FCC24F0056 — $73k — Federal Communications Commission — 2024-04-29</title></rect><rect x=\"368.2\" y=\"188.7\" width=\"23.6\" height=\"27.3\" class=\"pp-bar\"><title>1331L524F0640 — $45k — Department of Commerce — 2024-09-29</title></rect><rect x=\"406.3\" y=\"180.2\" width=\"23.6\" height=\"35.8\" class=\"pp-bar\"><title>75R60225F80053 — $59k — Department of Health and Human Services — 2025-05-06</title></rect><rect x=\"444.4\" y=\"156.7\" width=\"23.6\" height=\"59.3\" class=\"pp-bar\"><title>70T03025F7667N101 — $97k — Department of Homeland Security — 2025-09-29</title></rect><rect x=\"482.5\" y=\"102.8\" width=\"23.6\" height=\"113.2\" class=\"pp-bar\"><title>15DDHQ26F00000002 — $186k — Department of Justice — 2025-11-01</title></rect><rect x=\"520.7\" y=\"28.3\" width=\"23.6\" height=\"187.7\" class=\"pp-bar\"><title>75R60226F80025 — $308k — Department of Health and Human Services — 2026-02-09</title></rect><rect x=\"558.8\" y=\"142.8\" width=\"23.6\" height=\"73.2\" class=\"pp-bar\"><title>N6600126P6049 — $120k — Department of Defense — 2026-02-26</title></rect><rect x=\"596.9\" y=\"155.3\" width=\"23.6\" height=\"60.7\" class=\"pp-bar\"><title>1331L526F0255 — $100k — Department of Commerce — 2026-07-14</title></rect><rect x=\"635.0\" y=\"181.9\" width=\"23.6\" height=\"34.1\" class=\"pp-bar\"><title>15JC1V26F00000172 — $56k — Department of Justice — 2026-09-25</title></rect><rect x=\"673.1\" y=\"156.6\" width=\"23.6\" height=\"59.4\" class=\"pp-bar\"><title>70T03026F7667N099 — $97k — Department of Homeland Security — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-08-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (17 awards, obligated)</text></svg>",
      "published_date": "2026-09-06",
      "url": "/snowflake/",
      "changelog": [
        {
          "date": "2026-09-10",
          "note": "Initial publication: 21 awards, $5,082–$314,963."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: award count 21 -> 17; lowest observed $5,082 -> $44,765"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "pentaho": {
      "product_slug": "pentaho",
      "product_name": "Pentaho",
      "vendor": "Hitachi Vantara",
      "list_price": null,
      "awards": [
        {
          "award_id": "2033H619F00038",
          "recipient": "COPPER RIVER INFORMATION TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of the Treasury",
          "sub_agency": "Bureau of the Fiscal Service",
          "action_date": "2018-11-01",
          "end_date": "2023-10-31",
          "amount": 447600.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2033H619F00038_2036_NNG15SC64B_8000"
        },
        {
          "award_id": "HC102820F0608",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2020-05-29",
          "end_date": "2025-05-30",
          "amount": 681668.8,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102820F0608_9700_NNG15SC82B_8000"
        },
        {
          "award_id": "68HERD21F0104",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Environmental Protection Agency",
          "sub_agency": "Environmental Protection Agency",
          "action_date": "2021-04-21",
          "end_date": "2023-04-14",
          "amount": 216000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "SOFTWARE: PENTAHO PREMIUM PLATFORM SUBSCRIPTION FOR ORD/CCTE/SCDCD",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_68HERD21F0104_6800_GS35F0119Y_4732"
        },
        {
          "award_id": "80NSSC22F0173",
          "recipient": "FEDBIZ IT SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2021-11-15",
          "end_date": "2022-11-14",
          "amount": 85356.08,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THIS PURCHASE ORDER IS FOR PENTAHO RENEWAL AND MAINTENANCE AS PER ATTACHED QUOTE FB10072439...PERIOD OF PERFORMANCE: 11/15/2021 - 11/14/2022.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC22F0173_8000_NNG15SD01B_8000"
        },
        {
          "award_id": "HQ042323F0025",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
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          "amount": 82233.24,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
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          "description_excerpt": "PENTAHO SOFTWARE LICENSE SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQ042323F0025_9700_NNG15SC27B_8000"
        },
        {
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          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
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          "amount": 88203.8,
          "amount_basis": "obligated",
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          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC22FA824_8000_NNG15SD01B_8000"
        },
        {
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          "resolved_vendor": null,
          "match_method": "description",
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        },
        {
          "award_id": "HQ042323F0115",
          "recipient": "INTEGRATION TECHNOLOGIES GROUP, INC.",
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          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
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          "amount": 254254.11,
          "amount_basis": "obligated",
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        },
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          "resolved_vendor": null,
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          "agency": "Department of the Treasury",
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          "amount": 268545.6,
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          "evidence_type": "contract_total",
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          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2033H624F00021_2036_NNG15SC64B_8000"
        },
        {
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          "recipient": "ALVAREZ LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
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          "amount": 353839.53,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
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          "description_excerpt": "PENTAHO DATA INTEGRATION PREMIUM ENTERPRISE EDITION FOR INBOUND ERX",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B24F0183_3600_NNG15SD19B_8000"
        },
        {
          "award_id": "68HE0B25F0073",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Environmental Protection Agency",
          "sub_agency": "Environmental Protection Agency",
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          "amount": 84517.08,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_68HE0B25F0073_6800_47QSWA18D008F_4732"
        },
        {
          "award_id": "N0018925FR084",
          "recipient": "WILDFLOWER INTERNATIONAL, LTD.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-05-29",
          "end_date": "2026-06-05",
          "amount": 268801.19,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PENTAHO SOFTWARE LICENSES AND SERVICES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018925FR084_9700_NNG15SD05B_8000"
        },
        {
          "award_id": "HC102825F0584",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
          "action_date": "2025-05-31",
          "end_date": "2026-05-31",
          "amount": 335600.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102825F0584_9700_NNG15SC70B_8000"
        },
        {
          "award_id": "HC102825F1377",
          "recipient": "DH TECHNOLOGIES, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Information Systems Agency",
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          "amount": 1822563.2,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PENTAHO",
          "psc_code": "7B20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HC102825F1377_9700_NNG15SC70B_8000"
        },
        {
          "award_id": "05GA0A26F0078",
          "recipient": "GOVSMART, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Government Accountability Office",
          "sub_agency": "GAO, Except Comptroller General",
          "action_date": "2026-09-30",
          "end_date": "2027-09-27",
          "amount": 346220.14,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "THIS REQUEST IS TO PURCHASE SOFTWARE MAINTENANCE LISTED BELOW THROUGH THE BUYIT SW MARKETPLACE: FORCEPOINT VERITAS TABFUSION SOLARWINDS PENTAHO",
          "psc_code": "DF01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_05GA0A26F0078_0559_NNG15SD11B_8000"
        },
        {
          "award_id": "7571TE26F80435",
          "recipient": "REGENCY CONSULTING INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 63887.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "PENTAHO SOFTWARE LICENSE RENEWAL PART NUMBER: STD-PDI-S1M-8.P QUANTITY: 1 PERIOD OF PERFORMANCE: 9/30/2026 - 9/29/2027",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_7571TE26F80435_7571_NNG15SD61B_8000"
        },
        {
          "award_id": "7571TE26F80393",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Office of the Assistant Secretary for Financial Resources",
          "action_date": "2026-09-30",
          "end_date": "2027-09-29",
          "amount": 40790.29,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_7571TE26F80393_7571_NNG15SD26B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "HC102820F0608",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT"
        },
        {
          "pattern": "support",
          "award_id": "2033H619F00038",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "2033H619F00038",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "2033H619F00038",
          "excerpt": "PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION"
        },
        {
          "pattern": "integration",
          "award_id": "36C10B24F0183",
          "excerpt": "PENTAHO DATA INTEGRATION PREMIUM ENTERPRISE EDITION FOR INBOUND ERX"
        },
        {
          "pattern": "renewal",
          "award_id": "05GA0A26F0078",
          "excerpt": "THIS REQUEST IS TO PURCHASE SOFTWARE MAINTENANCE LISTED BELOW THROUGH THE BUYIT SW MARKETPLACE:  FORCEPOINT VERITAS TABFUSION SOLARWINDS PENTAHO"
        },
        {
          "pattern": "renewal",
          "award_id": "HC102825F0584",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "HC102825F0584",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "N0018925FR084",
          "excerpt": "PENTAHO SOFTWARE LICENSES AND SERVICES"
        },
        {
          "pattern": "renewal",
          "award_id": "2033H624F00021",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "2033H624F00021",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "HQ042323F0115",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "HQ042323F0115",
          "excerpt": "PENTAHO CUSTOM SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "68HERD21F0104",
          "excerpt": "SOFTWARE: PENTAHO PREMIUM PLATFORM SUBSCRIPTION FOR ORD/CCTE/SCDCD"
        },
        {
          "pattern": "licences",
          "award_id": "68HERD21F0104",
          "excerpt": "SOFTWARE: PENTAHO PREMIUM PLATFORM SUBSCRIPTION FOR ORD/CCTE/SCDCD"
        },
        {
          "pattern": "renewal",
          "award_id": "68HE0B23F0072",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION. BASE PLUS ONE (1) OPTION YEAR"
        },
        {
          "pattern": "licences",
          "award_id": "68HE0B23F0072",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION. BASE PLUS ONE (1) OPTION YEAR"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22FA824",
          "excerpt": "PENTAHO LICENSE RENEWAL FOR IMPALA"
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC22FA824",
          "excerpt": "PENTAHO LICENSE RENEWAL FOR IMPALA"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22F0173",
          "excerpt": "THIS PURCHASE ORDER IS FOR PENTAHO RENEWAL AND MAINTENANCE AS PER ATTACHED QUOTE FB10072439...PERIOD OF PERFORMANCE: 11/15/2021 - 11/14/2022."
        },
        {
          "pattern": "renewal",
          "award_id": "68HE0B25F0073",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "68HE0B25F0073",
          "excerpt": "PENTAHO PREMIUM PLATFORM SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "HQ042323F0025",
          "excerpt": "PENTAHO SOFTWARE LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "HQ042323F0025",
          "excerpt": "PENTAHO SOFTWARE LICENSE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26F80435",
          "excerpt": "PENTAHO SOFTWARE LICENSE RENEWAL  PART NUMBER: STD-PDI-S1M-8.P QUANTITY: 1 PERIOD OF PERFORMANCE: 9/30/2026 - 9/29/2027"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80435",
          "excerpt": "PENTAHO SOFTWARE LICENSE RENEWAL  PART NUMBER: STD-PDI-S1M-8.P QUANTITY: 1 PERIOD OF PERFORMANCE: 9/30/2026 - 9/29/2027"
        },
        {
          "pattern": "support",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        },
        {
          "pattern": "integration",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        },
        {
          "pattern": "licences",
          "award_id": "7571TE26F80393",
          "excerpt": "NIH NIAID HITACHI PENTAHO DATA INTEGRATION SUBSCRIPTION & SUPPORT RENEWAL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 13,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 13,
        "low": 40790.29,
        "p25": 84517.08,
        "median": 216000.0,
        "p75": 268545.6,
        "high": 447600.0,
        "from": "2018-11-01",
        "to": "2026-09-30"
      },
      "clean_count": 13,
      "scope_counts": {
        "unknown": 1,
        "support": 2,
        "license": 7,
        "services": 1,
        "renewal": 6
      },
      "observed_low": 40790.29,
      "observed_high": 447600.0,
      "observed_median": 216000.0,
      "observed_total": 2451788.44,
      "award_count": 17,
      "agency_count": 7,
      "date_range": {
        "from": "2018-11-01",
        "to": "2026-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Pentaho",
      "slug": "pentaho",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Pentaho from Hitachi Vantara. The lowest recorded contract amount is $40,790.29, and the highest recorded contract amount is $447,600.",
        "renewal_watch": "The median award for Pentaho licenses and renewals is $216,000.",
        "faq": [
          {
            "question": "How much have US public agencies paid for Pentaho licenses and renewals?",
            "answer": "US public agencies have awarded contracts for Pentaho licenses and renewals with amounts ranging from $40,790.29 to $447,600. The median contract amount for these 13 awards is $216,000. The total observed spending across all 17 contract awards for Pentaho is $2,451,788.44.",
            "award_ids": []
          },
          {
            "question": "What is the typical range for Pentaho license and renewal contracts?",
            "answer": "The typical range for Pentaho license and renewal contracts, based on 13 awards, falls between $84,517.08 (25th percentile) and $268,545.60 (75th percentile). The median contract amount within this band is $216,000.",
            "award_ids": []
          },
          {
            "question": "Are there contracts that include both Pentaho licenses and services?",
            "answer": "Yes, at least one contract explicitly mentions both licenses and services. For example, an award from the Department of Defense for $268,801.19 is described as 'PENTAHO SOFTWARE LICENSES AND SERVICES'.",
            "award_ids": [
              "N0018925FR084",
              "36C10B24F0183"
            ]
          },
          {
            "question": "What is the lowest observed contract amount for a Pentaho license or renewal?",
            "answer": "The lowest observed contract amount for a Pentaho license or renewal is $40,790.29.",
            "award_ids": [
              "7571TE26F80393"
            ]
          },
          {
            "question": "What is the highest observed contract amount for a Pentaho license or renewal?",
            "answer": "The highest observed contract amount for a Pentaho license or renewal is $447,600. This award from the Department of the Treasury is for 'PENTAHO PLATFORM SOFTWARE SUPPORT SUBSCRIPTION' and is scoped as a license.",
            "award_ids": [
              "2033H619F00038"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are based on awards for Pentaho from Hitachi Vantara."
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Pentaho from Hitachi Vantara with ",
            "US public agencies have awarded contracts for Pentaho from Hitachi Vantara with ",
            "When considering renewal for Pentaho, agencies should note the range of observed",
            "Yes, at least one contract explicitly mentions both licenses and services. For e",
            "The lowest observed contract amount for a Pentaho license or renewal is $40,790.",
            "The lowest observed contract amount for a Pentaho license or renewal is $40,790."
          ],
          "faq_in": 5,
          "faq_dropped": 0,
          "faq_kept": 5,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 17 public contract awards from 7 awarding agencies.",
          "The figures below are computed from 13 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.3, and the highest is 11.0 times the lowest.",
          "6 of 17 awards (35%) come from Department of Defense.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 4 awards (24%).",
          "The records span 2018-11-01 to 2026-09-30."
        ],
        "numbers": [
          35,
          24,
          11.0,
          5.3,
          7,
          6,
          4,
          13,
          4
        ],
        "basis_sentence": "The figures below are computed from 13 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 1,
          "support": 2,
          "license": 7,
          "services": 1,
          "renewal": 6
        },
        "agency_names": [
          "Department of Defense",
          "Environmental Protection Agency",
          "Department of the Treasury",
          "National Aeronautics and Space Administration",
          "Department of Health and Human Services",
          "Department of Veterans Affairs",
          "Government Accountability Office"
        ],
        "agency_counts": {
          "Department of the Treasury": 2,
          "Department of Defense": 6,
          "Environmental Protection Agency": 3,
          "National Aeronautics and Space Administration": 2,
          "Department of Veterans Affairs": 1,
          "Government Accountability Office": 1,
          "Department of Health and Human Services": 2
        },
        "recipient_counts": {
          "COPPER RIVER INFORMATION TECHNOLOGY, LLC": 2,
          "NEW TECH SOLUTIONS, INC.": 1,
          "CARAHSOFT TECHNOLOGY CORP": 4,
          "FEDBIZ IT SOLUTIONS LLC": 2,
          "INTEGRATION TECHNOLOGIES GROUP, INC.": 1,
          "ALVAREZ LLC": 1,
          "WILDFLOWER INTERNATIONAL, LTD.": 1,
          "DH TECHNOLOGIES, INC.": 2,
          "GOVSMART, INC.": 1,
          "REGENCY CONSULTING INC": 1,
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 11.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Pentaho\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$911k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.8M</text><line x1=\"56\" y1=\"193.2\" x2=\"704\" y2=\"193.2\" class=\"pp-median\"/><text x=\"704\" y=\"187.2\" class=\"pp-median-label\" text-anchor=\"end\">median $216k</text><rect x=\"63.2\" y=\"168.8\" width=\"23.6\" height=\"47.2\" class=\"pp-bar\"><title>2033H619F00038 — $448k — Department of the Treasury — 2018-11-01</title></rect><rect x=\"101.4\" y=\"144.2\" width=\"23.6\" height=\"71.8\" class=\"pp-bar\"><title>HC102820F0608 — $682k — Department of Defense — 2020-05-29</title></rect><rect x=\"139.5\" y=\"193.2\" width=\"23.6\" height=\"22.8\" class=\"pp-bar\"><title>68HERD21F0104 — $216k — Environmental Protection Agency — 2021-04-21</title></rect><rect x=\"177.6\" y=\"207.0\" width=\"23.6\" height=\"9.0\" class=\"pp-bar\"><title>80NSSC22F0173 — $85k — National Aeronautics and Space Administration — 2021-11-15</title></rect><rect x=\"215.7\" y=\"207.3\" width=\"23.6\" height=\"8.7\" class=\"pp-bar\"><title>HQ042323F0025 — $82k — Department of Defense — 2022-10-01</title></rect><rect x=\"253.8\" y=\"206.7\" width=\"23.6\" height=\"9.3\" class=\"pp-bar\"><title>80NSSC22FA824 — $88k — National Aeronautics and Space Administration — 2022-11-15</title></rect><rect x=\"291.9\" y=\"193.2\" width=\"23.6\" height=\"22.8\" class=\"pp-bar\"><title>68HE0B23F0072 — $216k — Environmental Protection Agency — 2023-05-01</title></rect><rect x=\"330.1\" y=\"189.2\" width=\"23.6\" height=\"26.8\" class=\"pp-bar\"><title>HQ042323F0115 — $254k — Department of Defense — 2023-10-01</title></rect><rect x=\"368.2\" y=\"187.7\" width=\"23.6\" height=\"28.3\" class=\"pp-bar\"><title>2033H624F00021 — $269k — Department of the Treasury — 2023-11-01</title></rect><rect x=\"406.3\" y=\"178.7\" width=\"23.6\" height=\"37.3\" class=\"pp-bar\"><title>36C10B24F0183 — $354k — Department of Veterans Affairs — 2024-06-20</title></rect><rect x=\"444.4\" y=\"207.1\" width=\"23.6\" height=\"8.9\" class=\"pp-bar\"><title>68HE0B25F0073 — $85k — Environmental Protection Agency — 2025-04-30</title></rect><rect x=\"482.5\" y=\"187.7\" width=\"23.6\" height=\"28.3\" class=\"pp-bar\"><title>N0018925FR084 — $269k — Department of Defense — 2025-05-29</title></rect><rect x=\"520.7\" y=\"180.6\" width=\"23.6\" height=\"35.4\" class=\"pp-bar\"><title>HC102825F0584 — $336k — Department of Defense — 2025-05-31</title></rect><rect x=\"558.8\" y=\"24.0\" width=\"23.6\" height=\"192.0\" class=\"pp-bar\"><title>HC102825F1377 — $1.8M — Department of Defense — 2025-09-30</title></rect><rect x=\"596.9\" y=\"179.5\" width=\"23.6\" height=\"36.5\" class=\"pp-bar\"><title>05GA0A26F0078 — $346k — Government Accountability Office — 2026-09-30</title></rect><rect x=\"635.0\" y=\"209.3\" width=\"23.6\" height=\"6.7\" class=\"pp-bar\"><title>7571TE26F80435 — $64k — Department of Health and Human Services — 2026-09-30</title></rect><rect x=\"673.1\" y=\"211.7\" width=\"23.6\" height=\"4.3\" class=\"pp-bar\"><title>7571TE26F80393 — $41k — Department of Health and Human Services — 2026-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-11-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (17 awards, obligated)</text></svg>",
      "published_date": "2026-09-07",
      "url": "/pentaho/",
      "changelog": [
        {
          "date": "2026-09-05",
          "note": "Initial publication: 17 awards, $40,790–$1,822,563."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $1,822,563 -> $447,600"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
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          "excerpt": "NEO4J ENTERPRISE EDITION DISCOVERY BUNDLE 1 $69,000 FOR 1 YEAR SUBSCRIPTION. THIS APPLICATION IS REQUIRED TO ANALYZE AND PROCESS BULK DATA IN SUPPORT OF THE CTT ILLICIT FINANCE TEA.."
        },
        {
          "pattern": "licences",
          "award_id": "15DDHQ23F00001214",
          "excerpt": "NEO4J ENTERPRISE EDITION DISCOVERY BUNDLE 1 $69,000 FOR 1 YEAR SUBSCRIPTION. THIS APPLICATION IS REQUIRED TO ANALYZE AND PROCESS BULK DATA IN SUPPORT OF THE CTT ILLICIT FINANCE TEA.."
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00299",
          "excerpt": "THE ANNUAL RENEWAL OF NEO4J-UNLIMITED LICENSE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00299",
          "excerpt": "THE ANNUAL RENEWAL OF NEO4J-UNLIMITED LICENSE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK24F00202",
          "excerpt": "ITAR-24-1094 SLI# 50254 CIP#: M310000 NEO4J-UNLIMITED LICENSED DEVELOPERS USING THEIR PERSONAL MACHINE FOR CTI GRAPH PROJECT."
        },
        {
          "pattern": "renewal",
          "award_id": "2032H825F00052",
          "excerpt": "ONE (1) NEO4JEBGDSSP-512GB-SIGN, CONSISTS OF: NEO4J BASE SUBSCRIPTION BUNDLE INCLUDING THE FOLLOWING CONFIGURATION: NEO4J ENTERPRISE EDITION ENTERPRISE BUNDLE: 24 CORES AND 512GB PER MACHINE. 4 PRODUC"
        },
        {
          "pattern": "licences",
          "award_id": "2032H825F00052",
          "excerpt": "ONE (1) NEO4JEBGDSSP-512GB-SIGN, CONSISTS OF: NEO4J BASE SUBSCRIPTION BUNDLE INCLUDING THE FOLLOWING CONFIGURATION: NEO4J ENTERPRISE EDITION ENTERPRISE BUNDLE: 24 CORES AND 512GB PER MACHINE. 4 PRODUC"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 12,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 12,
        "low": 60282.2,
        "p25": 69225.0,
        "median": 165000.0,
        "p75": 199650.0,
        "high": 4498388.91,
        "from": "2017-09-22",
        "to": "2026-02-06"
      },
      "clean_count": 12,
      "scope_counts": {
        "renewal": 5,
        "unknown": 4,
        "license": 7
      },
      "observed_low": 60282.2,
      "observed_high": 4498388.91,
      "observed_median": 165000.0,
      "observed_total": 6469148.18,
      "award_count": 16,
      "agency_count": 8,
      "date_range": {
        "from": "2017-09-22",
        "to": "2026-02-06"
      },
      "last_verified": "2026-10-05",
      "name": "Neo4j",
      "slug": "neo4j",
      "prose": {
        "answer_lead": "US public agencies have awarded contracts for Neo4j. The lowest recorded contract amount is $60,282.20. The highest recorded contract amount is $4,498,388.91.",
        "renewal_watch": "A renewal award from the Department of Transportation was for $60,282.20.",
        "faq": [
          {
            "question": "How much does Neo4j cost for US public agencies?",
            "answer": "The median contract total for these awards is $165,000.",
            "award_ids": []
          },
          {
            "question": "What is the typical contract amount for Neo4j licenses and renewals?",
            "answer": "For Neo4j licenses and renewals, the observed contract totals for US public agencies typically fall between $69,225 and $199,650, based on 12 awards. The median contract total within this range is $165,000. The lowest recorded award was $60,282.20, and the highest was $4,498,388.91.",
            "award_ids": []
          },
          {
            "question": "What is included in a Neo4j license or renewal contract?",
            "answer": "Contract descriptions indicate various inclusions.",
            "award_ids": [
              "HTC71122FD025",
              "FA860423FB020",
              "15DDHQ23F00001214",
              "697DCK24F00202",
              "2032H825C00013"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "Some awards include specific terms that may affect the overall cost.",
            "For example, one renewal award for $4,498,388.91 from the Department of the Treasury explicitly states it 'INCLUDES A WARRANTY.' Other awards mention 'software maintenance renewal' or 'subscription.'",
            "empty_faq_answer: Are there hidden fees or additional costs associated with Neo4j contracts?",
            "Some awards are for 'NEO4J ENTERPRISE EDITION DISCOVERY BUNDLE' or 'NEO4J-UNLIMITED LICENSED DEVELOPERS.'"
          ],
          "rewritten": [
            "US public agencies have awarded contracts for Neo4j from a low of $60,282.20 to ",
            "Buyers should note that renewal costs for Neo4j have varied significantly among ",
            "A renewal award from the Department of Transportation was for $60,282.20. Anothe",
            "Based on 12 license and renewal awards, US public agencies have paid contract to",
            "The provided contract descriptions do not explicitly detail 'hidden fees.' Howev",
            "The provided contract descriptions do not explicitly detail 'hidden fees.' Howev",
            "Contract descriptions indicate various inclusions. Some awards are simply for 'N",
            "Contract descriptions indicate various inclusions. Some awards are for 'NEO4J LI"
          ],
          "faq_in": 4,
          "faq_dropped": 1,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 16 public contract awards from 8 awarding agencies.",
          "The figures below are computed from 12 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.7, and the highest is 74.6 times the lowest.",
          "4 of 16 awards (25%) come from Department of Defense.",
          "The most frequent recipient across these awards is CDW GOVERNMENT LLC, on 3 awards (19%).",
          "The records span 2017-09-22 to 2026-02-06."
        ],
        "numbers": [
          25,
          19,
          74.6,
          2.7,
          8,
          4,
          3,
          12,
          4
        ],
        "basis_sentence": "The figures below are computed from 12 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "renewal": 5,
          "unknown": 4,
          "license": 7
        },
        "agency_names": [
          "Department of Defense",
          "Department of the Treasury",
          "Department of Transportation",
          "Department of Justice",
          "Department of Homeland Security",
          "Government Accountability Office",
          "Securities and Exchange Commission",
          "Department of Veterans Affairs"
        ],
        "agency_counts": {
          "Department of Homeland Security": 1,
          "Government Accountability Office": 1,
          "Securities and Exchange Commission": 1,
          "Department of Defense": 4,
          "Department of the Treasury": 3,
          "Department of Justice": 2,
          "Department of Transportation": 3,
          "Department of Veterans Affairs": 1
        },
        "recipient_counts": {
          "ANACAPA MICRO PRODUCTS, INC.": 1,
          "AFFIGENT, LLC": 2,
          "FCN, INC.": 1,
          "ALPHASIX, LLC.": 1,
          "STERLING COMPUTERS CORPORATION": 2,
          "THUNDERCAT TECHNOLOGY, LLC": 2,
          "CDW GOVERNMENT LLC": 3,
          "CARAHSOFT TECHNOLOGY CORP": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "OSI FEDERAL TECHNOLOGIES INC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CDW GOVERNMENT LLC",
        "spread_ratio": 74.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Neo4j\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.5M</text><line x1=\"56\" y1=\"209.0\" x2=\"704\" y2=\"209.0\" class=\"pp-median\"/><text x=\"704\" y=\"203.0\" class=\"pp-median-label\" text-anchor=\"end\">median $165k</text><rect x=\"63.7\" y=\"211.6\" width=\"25.1\" height=\"4.4\" class=\"pp-bar\"><title>HSSCCG17J00136 — $104k — Department of Homeland Security — 2017-09-22</title></rect><rect x=\"104.2\" y=\"170.3\" width=\"25.1\" height=\"45.7\" class=\"pp-bar\"><title>05GA0A20F0039 — $1.1M — Government Accountability Office — 2020-09-28</title></rect><rect x=\"144.7\" y=\"185.4\" width=\"25.1\" height=\"30.6\" class=\"pp-bar\"><title>50310221F0036 — $716k — Securities and Exchange Commission — 2021-03-30</title></rect><rect x=\"185.2\" y=\"207.5\" width=\"25.1\" height=\"8.5\" class=\"pp-bar\"><title>HTC71122FD025 — $198k — Department of Defense — 2021-12-29</title></rect><rect x=\"225.7\" y=\"161.1\" width=\"25.1\" height=\"54.9\" class=\"pp-bar\"><title>2032H522F00518 — $1.3M — Department of the Treasury — 2022-09-19</title></rect><rect x=\"266.2\" y=\"209.0\" width=\"25.1\" height=\"7.0\" class=\"pp-bar\"><title>FA860423FB020 — $165k — Department of Defense — 2022-12-14</title></rect><rect x=\"306.7\" y=\"213.1\" width=\"25.1\" height=\"2.9\" class=\"pp-bar\"><title>15DDHQ23F00001214 — $69k — Department of Justice — 2023-09-30</title></rect><rect x=\"347.2\" y=\"213.4\" width=\"25.1\" height=\"2.6\" class=\"pp-bar\"><title>697DCK24F00202 — $60k — Department of Transportation — 2024-02-08</title></rect><rect x=\"387.7\" y=\"207.6\" width=\"25.1\" height=\"8.4\" class=\"pp-bar\"><title>FA860424FB101 — $196k — Department of Defense — 2024-03-12</title></rect><rect x=\"428.2\" y=\"183.8\" width=\"25.1\" height=\"32.2\" class=\"pp-bar\"><title>2032H524F00177 — $754k — Department of the Treasury — 2024-03-13</title></rect><rect x=\"468.7\" y=\"133.4\" width=\"25.1\" height=\"82.6\" class=\"pp-bar\"><title>36C10B24F0406 — $1.9M — Department of Veterans Affairs — 2024-09-20</title></rect><rect x=\"509.2\" y=\"210.5\" width=\"25.1\" height=\"5.5\" class=\"pp-bar\"><title>15DDHQ24F00000885 — $128k — Department of Justice — 2024-09-30</title></rect><rect x=\"549.7\" y=\"213.4\" width=\"25.1\" height=\"2.6\" class=\"pp-bar\"><title>697DCK25F00299 — $60k — Department of Transportation — 2025-03-28</title></rect><rect x=\"590.2\" y=\"24.0\" width=\"25.1\" height=\"192.0\" class=\"pp-bar\"><title>2032H825C00013 — $4.5M — Department of the Treasury — 2025-04-03</title></rect><rect x=\"630.7\" y=\"207.3\" width=\"25.1\" height=\"8.7\" class=\"pp-bar\"><title>FA860425FB145 — $205k — Department of Defense — 2025-04-10</title></rect><rect x=\"671.2\" y=\"213.0\" width=\"25.1\" height=\"3.0\" class=\"pp-bar\"><title>697DCK26F00197 — $69k — Department of Transportation — 2026-02-06</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2017-09-22</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-02-06</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (16 awards, obligated)</text></svg>",
      "published_date": "2026-09-05",
      "url": "/neo4j/",
      "changelog": [
        {
          "date": "2026-09-04",
          "note": "Initial publication: 16 awards, $60,282–$4,498,389."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "teradata": {
      "product_slug": "teradata",
      "product_name": "Teradata",
      "vendor": "Teradata Corporation",
      "list_price": null,
      "awards": [
        {
          "award_id": "HTC71119FD013",
          "recipient": "NEXTECH SOLUTIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "USTRANSCOM",
          "action_date": "2019-02-08",
          "end_date": "2022-02-07",
          "amount": 5321273.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "IGF::OT:: IGF TERADATA TECHNOLOGY REFRESH",
          "psc_code": "D318",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HTC71119FD013_9700_NNG15SD03B_8000"
        },
        {
          "award_id": "15JPSS19F00000402",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Justice",
          "sub_agency": "Offices, Boards and Divisions",
          "action_date": "2019-05-15",
          "end_date": "2023-03-31",
          "amount": 19936294.15,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TERADATA HOSTED SOLUTION",
          "psc_code": "D399",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_15JPSS19F00000402_1501_NNG15SD71B_8000"
        },
        {
          "award_id": "N0042121F4741",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2020-12-10",
          "end_date": "2022-12-09",
          "amount": 2428890.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA SOFTWARE MAINTENANCE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042121F4741_9700_GS35F0550U_4730"
        },
        {
          "award_id": "FA877221C0001",
          "recipient": "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2021-01-01",
          "end_date": "2022-12-31",
          "amount": 1829999.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA877221C0001_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "12314421F0122",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Agriculture",
          "sub_agency": "Office of the Chief Financial Officer",
          "action_date": "2021-01-25",
          "end_date": "2023-07-29",
          "amount": 4780443.83,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "THE RMA CDW IS AN ON-PREMISE HARDWARE PLATFORM THAT CONSISTS OF A TERADATA 2850 APPLIANCE, COMMODITY HARDWARE (HP PROLIANT SERVERS) AND QUANTUM TAPE DRIVES (AS DETAILED IN THE USDA RMA EXTENSION QUOTE.) THIS PLATFORM IS CURRENTLY UNDER A LEASE MANAG",
          "psc_code": "W099",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12314421F0122_1205_NNG15SD71B_8000"
        },
        {
          "award_id": "HTC71122FD031",
          "recipient": "SWISH DATA CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "USTRANSCOM",
          "action_date": "2022-02-08",
          "end_date": "2024-09-30",
          "amount": 5376010.38,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TERADATA TECH REFRESH",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HTC71122FD031_9700_NNG15SC91B_8000"
        },
        {
          "award_id": "HQC00722P0012",
          "recipient": "ESSNOVA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2022-09-30",
          "end_date": "2024-03-30",
          "amount": 1587608.24,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA HARDWARE MAINTENANCE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00722P0012_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "FA877223P0001",
          "recipient": "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-01-01",
          "end_date": "2024-12-31",
          "amount": 1557044.3,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA877223P0001_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "12314423F0450",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Agriculture",
          "sub_agency": "Office of the Chief Financial Officer",
          "action_date": "2023-07-30",
          "end_date": "2024-05-31",
          "amount": 1671881.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "RMA TERADATA APPLIANCE & COMMODITY HARDWARE LEASE",
          "psc_code": "W099",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_12314423F0450_1205_NNG15SD71B_8000"
        },
        {
          "award_id": "N0042123F0834",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2023-08-30",
          "end_date": "2024-08-27",
          "amount": 212533.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA DECKPLATE SUPPORT",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042123F0834_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "HQC00724P0003",
          "recipient": "ESSNOVA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2024-04-01",
          "end_date": "2025-09-30",
          "amount": 2327585.86,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TERADATA ON AZURE (DIY) PRODUCTION SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00724P0003_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "HTC71124FD079",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "USTRANSCOM",
          "action_date": "2024-09-30",
          "end_date": "2026-09-30",
          "amount": 5168666.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "LOW SIDE PRIMARY (LSP), TEST AND DEV -- TERADATA",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HTC71124FD079_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "N0042125F0124",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2024-12-10",
          "end_date": "2025-12-09",
          "amount": 1620257.87,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "TERADATA SOFTWARE AND MAINTENANCE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042125F0124_9700_NNG15SD71B_8000"
        },
        {
          "award_id": "HQC00725PE003",
          "recipient": "ESSNOVA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Defense Commissary Agency",
          "action_date": "2025-09-30",
          "end_date": "2026-09-29",
          "amount": 1361321.52,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TERADATA SERVICES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_HQC00725PE003_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "N0042126F0383",
          "recipient": "CMA TECHNOLOGY INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-12-10",
          "end_date": "2026-12-09",
          "amount": 1173060.56,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TERADATA DECKPLATE",
          "psc_code": "7F20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042126F0383_9700_NNG15SD71B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "N0042121F4741",
          "excerpt": "TERADATA SOFTWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "FA877221C0001",
          "excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL"
        },
        {
          "pattern": "renewal",
          "award_id": "N0042125F0124",
          "excerpt": "TERADATA SOFTWARE AND MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "HQC00722P0012",
          "excerpt": "TERADATA HARDWARE MAINTENANCE"
        },
        {
          "pattern": "renewal",
          "award_id": "FA877223P0001",
          "excerpt": "TERADATA VANTAGE SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "N0042123F0834",
          "excerpt": "TERADATA DECKPLATE SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 4,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 4,
        "low": 1557044.3,
        "p25": 1761760.35,
        "median": 2327585.86,
        "p75": 2940800.35,
        "high": 4780443.83,
        "from": "2019-02-08",
        "to": "2025-12-10"
      },
      "clean_count": 4,
      "scope_counts": {
        "services": 3,
        "unknown": 4,
        "license": 2,
        "support": 4,
        "renewal": 2
      },
      "observed_low": 1557044.3,
      "observed_high": 4780443.83,
      "observed_median": 2327585.86,
      "observed_total": 10495073.03,
      "award_count": 15,
      "agency_count": 3,
      "date_range": {
        "from": "2019-02-08",
        "to": "2025-12-10"
      },
      "last_verified": "2026-10-05",
      "name": "Teradata",
      "slug": "teradata",
      "prose": {
        "answer_lead": "Purchase records naming Teradata run from $1,557,044.30 to $4,780,443.83, across 15 awards. The headline figures rest on the 4 of those awards that bought a licence or a renewal; the rest are still listed below. Each figure is a contract total for the work its description states — not a price per licence.",
        "renewal_watch": "Award N0042121F4741 for $2,428,890.06 is described as \"TERADATA SOFTWARE MAINTENANCE.\" Award N0042125F0124 for $1,620,257.87 is for \"TERADATA SOFTWARE AND MAINTENANCE.\" Award HQC00722P0012 for $1,587,608.24 is for \"TERADATA HARDWARE MAINTENANCE.\" The lowest observed renewal award is $1,557,044.30, and the highest is $4,780,443.83.",
        "faq": [
          {
            "question": "What is a typical contract award amount for Teradata licenses and renewals?",
            "answer": "A typical contract award for Teradata licenses and renewals, based on 4 awards, falls within a band from $1,761,760.35 to $2,940,800.35. The median award amount within this band is $2,327,585.86.",
            "award_ids": [
              "FA877221C0001",
              "12314421F0122",
              "FA877223P0001",
              "HQC00724P0003"
            ]
          },
          {
            "question": "Are there separate costs for Teradata support or maintenance?",
            "answer": "Yes, public records show separate awards for Teradata support and maintenance. For example, award N0042121F4741 for $2,428,890.06 is for \"TERADATA SOFTWARE MAINTENANCE,\" and award HQC00722P0012 for $1,587,608.24 is for \"TERADATA HARDWARE MAINTENANCE.\" Another award, N0042123F0834 for $212,533.05, is for \"TERADATA DECKPLATE SUPPORT.\"",
            "award_ids": [
              "N0042121F4741",
              "HQC00722P0012",
              "N0042123F0834",
              "N0042125F0124"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 4 awards for licenses and renewals.",
            "Based on public contract records, one agency made an award of $1,557,044.30 for Teradata software licenses and maintenance.",
            "Another agency made an award of $4,780,443.83 for Teradata software licenses and maintenance.",
            "empty_faq_answer: What is the range of contract awards for Teradata licenses?"
          ],
          "rewritten": [
            "Public agencies have awarded contracts for Teradata with amounts ranging from $1",
            "Public agencies have awarded contracts for Teradata with amounts ranging from $1",
            "Buyers should note that contract descriptions for Teradata renewals sometimes in",
            "Based on public contract records, the lowest observed award for a Teradata licen",
            "Based on public contract records, one agency made an award of $1,557,044.30 for "
          ],
          "faq_in": 3,
          "faq_dropped": 1,
          "faq_kept": 2,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 15 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 4 licence and renewal awards; the other 11 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 1.5, and the highest is 3.1 times the lowest.",
          "12 of 15 awards (80%) come from Department of Defense.",
          "The most frequent recipient across these awards is CMA TECHNOLOGY INC, on 8 awards (53%).",
          "The records span 2019-02-08 to 2025-12-10."
        ],
        "numbers": [
          80,
          53,
          3.1,
          1.5,
          3,
          12,
          8,
          4,
          11
        ],
        "basis_sentence": "The figures below are computed from 4 licence and renewal awards; the other 11 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "services": 3,
          "unknown": 4,
          "license": 2,
          "support": 4,
          "renewal": 2
        },
        "agency_names": [
          "Department of Defense",
          "Department of Agriculture",
          "Department of Justice"
        ],
        "agency_counts": {
          "Department of Defense": 12,
          "Department of Justice": 1,
          "Department of Agriculture": 2
        },
        "recipient_counts": {
          "NEXTECH SOLUTIONS LLC": 1,
          "CMA TECHNOLOGY INC": 8,
          "PROGRAM MANAGEMENT AND TECHNOLOGY SERVICES, INC": 2,
          "SWISH DATA CORPORATION": 1,
          "ESSNOVA SOLUTIONS, INC.": 3
        },
        "top_agency": "Department of Defense",
        "top_recipient": "CMA TECHNOLOGY INC",
        "spread_ratio": 3.1
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Teradata\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$10.0M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$19.9M</text><line x1=\"56\" y1=\"193.6\" x2=\"704\" y2=\"193.6\" class=\"pp-median\"/><text x=\"704\" y=\"187.6\" class=\"pp-median-label\" text-anchor=\"end\">median $2.3M</text><rect x=\"64.2\" y=\"164.8\" width=\"26.8\" height=\"51.2\" class=\"pp-bar\"><title>HTC71119FD013 — $5.3M — Department of Defense — 2019-02-08</title></rect><rect x=\"107.4\" y=\"24.0\" width=\"26.8\" height=\"192.0\" class=\"pp-bar\"><title>15JPSS19F00000402 — $19.9M — Department of Justice — 2019-05-15</title></rect><rect x=\"150.6\" y=\"192.6\" width=\"26.8\" height=\"23.4\" class=\"pp-bar\"><title>N0042121F4741 — $2.4M — Department of Defense — 2020-12-10</title></rect><rect x=\"193.8\" y=\"198.4\" width=\"26.8\" height=\"17.6\" class=\"pp-bar\"><title>FA877221C0001 — $1.8M — Department of Defense — 2021-01-01</title></rect><rect x=\"237.0\" y=\"170.0\" width=\"26.8\" height=\"46.0\" class=\"pp-bar\"><title>12314421F0122 — $4.8M — Department of Agriculture — 2021-01-25</title></rect><rect x=\"280.2\" y=\"164.2\" width=\"26.8\" height=\"51.8\" class=\"pp-bar\"><title>HTC71122FD031 — $5.4M — Department of Defense — 2022-02-08</title></rect><rect x=\"323.4\" y=\"200.7\" width=\"26.8\" height=\"15.3\" class=\"pp-bar\"><title>HQC00722P0012 — $1.6M — Department of Defense — 2022-09-30</title></rect><rect x=\"366.6\" y=\"201.0\" width=\"26.8\" height=\"15.0\" class=\"pp-bar\"><title>FA877223P0001 — $1.6M — Department of Defense — 2023-01-01</title></rect><rect x=\"409.8\" y=\"199.9\" width=\"26.8\" height=\"16.1\" class=\"pp-bar\"><title>12314423F0450 — $1.7M — Department of Agriculture — 2023-07-30</title></rect><rect x=\"453.0\" y=\"214.0\" width=\"26.8\" height=\"2.0\" class=\"pp-bar\"><title>N0042123F0834 — $213k — Department of Defense — 2023-08-30</title></rect><rect x=\"496.2\" y=\"193.6\" width=\"26.8\" height=\"22.4\" class=\"pp-bar\"><title>HQC00724P0003 — $2.3M — Department of Defense — 2024-04-01</title></rect><rect x=\"539.4\" y=\"166.2\" width=\"26.8\" height=\"49.8\" class=\"pp-bar\"><title>HTC71124FD079 — $5.2M — Department of Defense — 2024-09-30</title></rect><rect x=\"582.6\" y=\"200.4\" width=\"26.8\" height=\"15.6\" class=\"pp-bar\"><title>N0042125F0124 — $1.6M — Department of Defense — 2024-12-10</title></rect><rect x=\"625.8\" y=\"202.9\" width=\"26.8\" height=\"13.1\" class=\"pp-bar\"><title>HQC00725PE003 — $1.4M — Department of Defense — 2025-09-30</title></rect><rect x=\"669.0\" y=\"204.7\" width=\"26.8\" height=\"11.3\" class=\"pp-bar\"><title>N0042126F0383 — $1.2M — Department of Defense — 2025-12-10</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2019-02-08</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2025-12-10</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (15 awards, obligated)</text></svg>",
      "published_date": "2026-09-03",
      "url": "/teradata/",
      "changelog": [
        {
          "date": "2026-09-03",
          "note": "Initial publication: 15 awards, $212,533–$19,936,294."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $19,936,294 -> $4,780,444; lowest observed $212,533 -> $1,557,044"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "datarobot": {
      "product_slug": "datarobot",
      "product_name": "DataRobot",
      "vendor": "DataRobot Inc.",
      "list_price": null,
      "awards": [
        {
          "award_id": "70B04C18F00001264",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2018-09-21",
          "end_date": "2019-09-20",
          "amount": 462675.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE PURCHASE",
          "psc_code": "D317",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C18F00001264_7014_HSHQDC13D00017_7001"
        },
        {
          "award_id": "70RSAT19FR0000141",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2019-09-24",
          "end_date": "2020-09-23",
          "amount": 138385.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "DA-TC HAS A NEED TO ACQUIRE DATA ROBOT FOR RESEARCH AND DEVELOPMENT PURPOSES IN THE FIELD OF DATA ANALYTICS.",
          "psc_code": "7050",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RSAT19FR0000141_7001_HSHQDC12D00012_7001"
        },
        {
          "award_id": "70RSAT20FR0000154",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2020-09-14",
          "end_date": "2021-09-14",
          "amount": 244000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "TO ACQUIRE DATA ROBOT FOR RESEARCH AND DEVELOPMENT PURPOSES IN THE FIELD OF DATA ANALYTICS.",
          "psc_code": "7030",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RSAT20FR0000154_7001_HSHQDC12D00012_7001"
        },
        {
          "award_id": "W91CRB21F0485",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": "DataRobot Inc.",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.98,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2021-09-10",
          "end_date": "2022-09-09",
          "amount": 1387545.9,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "DATAROBOT OBT SOFTWARE RENEWAL FOR ARMY ANALYTICS GROUP (AAG).",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91CRB21F0485_9700_W52P1J20D0061_9700"
        },
        {
          "award_id": "W91CRB22F0280",
          "recipient": "VERTOSOFT, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-06-14",
          "end_date": "2023-06-13",
          "amount": 334780.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATA ROBOT - ENABLE SUCCESS PACKAGE (ES-PKG-MD-U)",
          "psc_code": "7K20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91CRB22F0280_9700_W52P1J20D0067_9700"
        },
        {
          "award_id": "75F40122F80269",
          "recipient": "VERTOSOFT, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2022-07-27",
          "end_date": "2023-07-31",
          "amount": 248800.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAROBOT AUTOMATED MACHINE LEARNING",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40122F80269_7524_GS35F688GA_4732"
        },
        {
          "award_id": "75F40122F80265",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2022-08-01",
          "end_date": "2023-07-31",
          "amount": 125500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAROBOT: AUTOMATED MACHINE LEARNING",
          "psc_code": "7H20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40122F80265_7524_NNG15SD00B_8000"
        },
        {
          "award_id": "70US0922C70092469",
          "recipient": "PATRIOT FIRE LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Secret Service",
          "action_date": "2022-09-01",
          "end_date": "2024-07-31",
          "amount": 961583.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE",
          "psc_code": "4240",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70US0922C70092469_7009_-NONE-_-NONE-"
        },
        {
          "award_id": "70US0922C70092600",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Secret Service",
          "action_date": "2022-09-19",
          "end_date": "2024-09-18",
          "amount": 934913.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE COMPREHENSIVE PACKAGE",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70US0922C70092600_7009_-NONE-_-NONE-"
        },
        {
          "award_id": "M0026422P0130",
          "recipient": "VERTOSOFT, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2022-09-19",
          "end_date": "2024-09-30",
          "amount": 220320.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT AUTOML SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_M0026422P0130_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "70B04C24F00000837",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "U.S. Customs and Border Protection",
          "action_date": "2024-09-15",
          "end_date": "2027-09-14",
          "amount": 4789121.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE SUBSCRIPTION",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70B04C24F00000837_7014_NNG15SD00B_8000"
        },
        {
          "award_id": "M0026425P0092",
          "recipient": "IMH ENTERPRISE INC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2025-09-17",
          "end_date": "2025-09-30",
          "amount": 99854.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "DATAROBOT SOFTWARE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_M0026425P0092_9700_-NONE-_-NONE-"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "70B04C24F00000837",
          "excerpt": "DATAROBOT SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "licences",
          "award_id": "70B04C24F00000837",
          "excerpt": "DATAROBOT SOFTWARE SUBSCRIPTION"
        },
        {
          "pattern": "renewal",
          "award_id": "W91CRB21F0485",
          "excerpt": "DATAROBOT OBT SOFTWARE RENEWAL FOR ARMY ANALYTICS GROUP (AAG)."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 7,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 7,
        "low": 99854.44,
        "p25": 341497.71,
        "median": 934913.0,
        "p75": 1174564.45,
        "high": 4789121.95,
        "from": "2018-09-21",
        "to": "2025-09-17"
      },
      "clean_count": 7,
      "scope_counts": {
        "license": 6,
        "renewal": 1,
        "unknown": 3,
        "services": 2
      },
      "observed_low": 99854.44,
      "observed_high": 4789121.95,
      "observed_median": 934913.0,
      "observed_total": 8856013.71,
      "award_count": 12,
      "agency_count": 3,
      "date_range": {
        "from": "2018-09-21",
        "to": "2025-09-17"
      },
      "last_verified": "2026-10-05",
      "name": "DataRobot",
      "slug": "datarobot",
      "prose": {
        "answer_lead": "Public agencies have awarded contracts for DataRobot with amounts ranging from $99,854.44 to $4,789,121.95. The median award for licence and renewal purchases is $934,913.",
        "renewal_watch": "One renewal award for \"DATAROBOT OBT SOFTWARE RENEWAL FOR ARMY ANALYTICS GROUP (AAG)\" was $1,387,545.90.",
        "faq": [
          {
            "question": "What is the typical range for DataRobot license and renewal contracts?",
            "answer": "The median contract amount for these awards is $934,913.",
            "award_ids": []
          },
          {
            "question": "What is the lowest amount an agency has paid for a DataRobot license?",
            "answer": "The lowest recorded award for a DataRobot license was $99,854.44. This was for \"DATAROBOT SOFTWARE\" awarded by the Department of Defense.",
            "award_ids": [
              "M0026425P0092"
            ]
          },
          {
            "question": "What is the highest amount an agency has paid for a DataRobot license or subscription?",
            "answer": "The highest recorded award for a DataRobot software subscription was $4,789,121.95. This was for \"DATAROBOT SOFTWARE SUBSCRIPTION\" awarded by the Department of Homeland Security.",
            "award_ids": [
              "70B04C24F00000837"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 7 licence and renewal awards.",
            "The Department of Homeland Security awarded $138,385 for \"DATA ROBOT FOR RESEARCH AND DEVELOPMENT PURPOSES IN THE FIELD OF DATA ANALYTICS\".",
            "empty_faq_answer: Have agencies purchased services related to DataRobot?"
          ],
          "rewritten": [
            "Public agencies have awarded contracts for DataRobot with amounts ranging from $",
            "Public agencies have awarded contracts for DataRobot with amounts ranging from $",
            "Buyers should note that renewal costs can vary significantly. One renewal award ",
            "Based on 7 licence and renewal awards, the typical range for DataRobot contracts",
            "Yes, agencies have purchased services. For example, the Department of Homeland S",
            "Agencies have purchased services. For example, the Department of Homeland Securi"
          ],
          "faq_in": 4,
          "faq_dropped": 1,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 12 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 7 licence and renewal awards; the other 5 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 9.4, and the highest is 48.0 times the lowest.",
          "6 of 12 awards (50%) come from Department of Homeland Security.",
          "The most frequent recipient across these awards is BLUE TECH INC., on 5 awards (42%).",
          "The records span 2018-09-21 to 2025-09-17."
        ],
        "numbers": [
          50,
          42,
          48.0,
          9.4,
          3,
          6,
          5,
          7,
          5
        ],
        "basis_sentence": "The figures below are computed from 7 licence and renewal awards; the other 5 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 6,
          "renewal": 1,
          "unknown": 3,
          "services": 2
        },
        "agency_names": [
          "Department of Homeland Security",
          "Department of Defense",
          "Department of Health and Human Services"
        ],
        "agency_counts": {
          "Department of Homeland Security": 6,
          "Department of Defense": 4,
          "Department of Health and Human Services": 2
        },
        "recipient_counts": {
          "FCN, INC.": 1,
          "BLUE TECH INC.": 5,
          "NEW TECH SOLUTIONS, INC.": 1,
          "VERTOSOFT, LLC": 3,
          "PATRIOT FIRE LLC": 1,
          "IMH ENTERPRISE INC": 1
        },
        "top_agency": "Department of Homeland Security",
        "top_recipient": "BLUE TECH INC.",
        "spread_ratio": 48.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for DataRobot\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.8M</text><line x1=\"56\" y1=\"178.5\" x2=\"704\" y2=\"178.5\" class=\"pp-median\"/><text x=\"704\" y=\"172.5\" class=\"pp-median-label\" text-anchor=\"end\">median $935k</text><rect x=\"66.3\" y=\"197.5\" width=\"33.5\" height=\"18.5\" class=\"pp-bar\"><title>70B04C18F00001264 — $463k — Department of Homeland Security — 2018-09-21</title></rect><rect x=\"120.3\" y=\"210.5\" width=\"33.5\" height=\"5.5\" class=\"pp-bar\"><title>70RSAT19FR0000141 — $138k — Department of Homeland Security — 2019-09-24</title></rect><rect x=\"174.3\" y=\"206.2\" width=\"33.5\" height=\"9.8\" class=\"pp-bar\"><title>70RSAT20FR0000154 — $244k — Department of Homeland Security — 2020-09-14</title></rect><rect x=\"228.3\" y=\"160.4\" width=\"33.5\" height=\"55.6\" class=\"pp-bar\"><title>W91CRB21F0485 — $1.4M — Department of Defense — 2021-09-10</title></rect><rect x=\"282.3\" y=\"202.6\" width=\"33.5\" height=\"13.4\" class=\"pp-bar\"><title>W91CRB22F0280 — $335k — Department of Defense — 2022-06-14</title></rect><rect x=\"336.3\" y=\"206.0\" width=\"33.5\" height=\"10.0\" class=\"pp-bar\"><title>75F40122F80269 — $249k — Department of Health and Human Services — 2022-07-27</title></rect><rect x=\"390.3\" y=\"211.0\" width=\"33.5\" height=\"5.0\" class=\"pp-bar\"><title>75F40122F80265 — $126k — Department of Health and Human Services — 2022-08-01</title></rect><rect x=\"444.3\" y=\"177.4\" width=\"33.5\" height=\"38.6\" class=\"pp-bar\"><title>70US0922C70092469 — $962k — Department of Homeland Security — 2022-09-01</title></rect><rect x=\"498.3\" y=\"178.5\" width=\"33.5\" height=\"37.5\" class=\"pp-bar\"><title>70US0922C70092600 — $935k — Department of Homeland Security — 2022-09-19</title></rect><rect x=\"552.3\" y=\"207.2\" width=\"33.5\" height=\"8.8\" class=\"pp-bar\"><title>M0026422P0130 — $220k — Department of Defense — 2022-09-19</title></rect><rect x=\"606.3\" y=\"24.0\" width=\"33.5\" height=\"192.0\" class=\"pp-bar\"><title>70B04C24F00000837 — $4.8M — Department of Homeland Security — 2024-09-15</title></rect><rect x=\"660.3\" y=\"212.0\" width=\"33.5\" height=\"4.0\" class=\"pp-bar\"><title>M0026425P0092 — $100k — Department of Defense — 2025-09-17</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2018-09-21</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2025-09-17</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (12 awards, obligated)</text></svg>",
      "published_date": "2026-09-02",
      "url": "/datarobot/",
      "changelog": [
        {
          "date": "2026-09-02",
          "note": "Initial publication: 12 awards, $99,854–$4,789,122."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "starburst": {
      "product_slug": "starburst",
      "product_name": "Starburst",
      "vendor": "Starburst Data Inc.",
      "list_price": {
        "value": 0.5,
        "unit": "USD per credit (starting)",
        "publisher": "Starburst Data, Inc.",
        "url": "https://www.starburst.io/pricing/",
        "quote": "Pro — Starting at — $0.50 /credit",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "50310221F0046",
          "recipient": "FCN, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Securities and Exchange Commission",
          "sub_agency": "Securities and Exchange Commission",
          "action_date": "2021-04-13",
          "end_date": "2026-04-29",
          "amount": 2584686.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARBURST ENTERPRISE PRESTO SUBSCRIPTION LICENSES",
          "psc_code": "DF10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_50310221F0046_5000_50310221G0006_5000"
        },
        {
          "award_id": "697DCK22F01739",
          "recipient": "CDW GOVERNMENT LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2022-09-16",
          "end_date": "2022-09-21",
          "amount": 321342.26,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "STARBURST ENTERPRISE SUPPORT",
          "psc_code": "7C20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK22F01739_6920_697DCK22D00001_6920"
        },
        {
          "award_id": "36C10B23F0317",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2023-09-14",
          "end_date": "2024-09-13",
          "amount": 156673.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARBURST DEPLOYMENT AND LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B23F0317_3600_NNG15SD22B_8000"
        },
        {
          "award_id": "697DCK23F01052",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2023-09-15",
          "end_date": "2024-09-14",
          "amount": 392522.34,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "ITAR-23-3404 SLI: 46025 (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC ITAR-23-3404S QUOTES FOR COMPETITION: MICR",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK23F01052_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK24F00744",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2024-08-29",
          "end_date": "2025-09-15",
          "amount": 372825.42,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "STARBURST ENTERPRISE",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK24F00744_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "36C10B24F0333",
          "recipient": "CYKOR LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Veterans Affairs",
          "sub_agency": "Department of Veterans Affairs",
          "action_date": "2024-09-13",
          "end_date": "2027-09-12",
          "amount": 2214000.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "STARBURST ENTERPRISE SOFTWARE AND TECHNICAL SUPPORT",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_36C10B24F0333_3600_NNG15SD66B_8000"
        },
        {
          "award_id": "697DCK25F00657",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-07-21",
          "end_date": "2026-08-13",
          "amount": 312500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "(1) PRIVACERA ACCESS MANAGEMENT RENEWAL - EMR HIVE, S3, STARBURST, PRESTO, KINETICA ITAR-25-2508 SLI#: 54561",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00657_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK25F00937",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2025-09-11",
          "end_date": "2026-09-14",
          "amount": 381944.34,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL RENEWAL OF STARBURST LICENSE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK25F00937_6920_697DCK22D00002_6920"
        },
        {
          "award_id": "697DCK26F00791",
          "recipient": "MICROTECHNOLOGIES LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.8,
          "agency": "Department of Transportation",
          "sub_agency": "Federal Aviation Administration",
          "action_date": "2026-08-06",
          "end_date": "2027-09-14",
          "amount": 397348.92,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "THE ANNUAL RENEWAL OF STARBURST ENTERPRISE.",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_697DCK26F00791_6920_697DCK22D00002_6920"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "50310221F0046",
          "excerpt": "STARBURST ENTERPRISE PRESTO SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "50310221F0046",
          "excerpt": "STARBURST ENTERPRISE PRESTO SUBSCRIPTION LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "36C10B24F0333",
          "excerpt": "STARBURST ENTERPRISE SOFTWARE AND TECHNICAL SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK26F00791",
          "excerpt": "THE ANNUAL RENEWAL OF STARBURST ENTERPRISE."
        },
        {
          "pattern": "support",
          "award_id": "697DCK23F01052",
          "excerpt": "ITAR-23-3404  SLI: 46025  (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC"
        },
        {
          "pattern": "integration",
          "award_id": "697DCK23F01052",
          "excerpt": "ITAR-23-3404  SLI: 46025  (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC"
        },
        {
          "pattern": "licences",
          "award_id": "697DCK23F01052",
          "excerpt": "ITAR-23-3404  SLI: 46025  (666) STARBURST ENTERPRISE CAPACITY INCLUDES SECURITY ENHANCEMENTS, INTEGRATIONS, CONNECTORS, AND 24-7 SUPPORT; PART: SE-ECAP & (300) STARBURST SERVICES CREDITS*; PART: SE-SC"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00937",
          "excerpt": "THE ANNUAL RENEWAL OF STARBURST LICENSE."
        },
        {
          "pattern": "licences",
          "award_id": "697DCK25F00937",
          "excerpt": "THE ANNUAL RENEWAL OF STARBURST LICENSE."
        },
        {
          "pattern": "support",
          "award_id": "697DCK22F01739",
          "excerpt": "STARBURST ENTERPRISE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "697DCK25F00657",
          "excerpt": "(1) PRIVACERA ACCESS MANAGEMENT RENEWAL - EMR HIVE, S3, STARBURST, PRESTO, KINETICA  ITAR-25-2508  SLI#: 54561"
        },
        {
          "pattern": "implementation",
          "award_id": "36C10B23F0317",
          "excerpt": "STARBURST DEPLOYMENT AND LICENSES"
        },
        {
          "pattern": "licences",
          "award_id": "36C10B23F0317",
          "excerpt": "STARBURST DEPLOYMENT AND LICENSES"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 5,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 5,
        "low": 156673.25,
        "p25": 312500.0,
        "median": 381944.34,
        "p75": 397348.92,
        "high": 2584686.06,
        "from": "2021-04-13",
        "to": "2026-08-06"
      },
      "clean_count": 5,
      "scope_counts": {
        "license": 2,
        "support": 2,
        "renewal": 3,
        "services": 1,
        "unknown": 1
      },
      "observed_low": 156673.25,
      "observed_high": 2584686.06,
      "observed_median": 381944.34,
      "observed_total": 3833152.5700000003,
      "award_count": 9,
      "agency_count": 3,
      "date_range": {
        "from": "2021-04-13",
        "to": "2026-08-06"
      },
      "last_verified": "2026-10-05",
      "name": "Starburst",
      "slug": "starburst",
      "prose": {
        "answer_lead": "The lowest recorded contract amount for Starburst was $156,673.25. The highest recorded contract amount for Starburst was $2,584,686.06. Starburst Data, Inc. lists a starting price of $0.50 per credit for its Pro offering.",
        "renewal_watch": "The contract records indicate that renewals for Starburst can vary. One renewal award from the Department of Transportation was for $381,944.34 for 'THE ANNUAL RENEWAL OF STARBURST LICENSE', and a subsequent renewal was for $397,348.92 for 'THE ANNUAL RENEWAL OF STARBURST ENTERPRISE'.",
        "faq": [
          {
            "question": "What is the typical contract amount for Starburst licenses and renewals?",
            "answer": "The median award for these types of contracts is $381,944.34. The lowest observed award for a license was $156,673.25, while the highest was $2,584,686.06.",
            "award_ids": [
              "50310221F0046",
              "36C10B23F0317",
              "697DCK25F00657",
              "697DCK25F00937",
              "697DCK26F00791"
            ]
          },
          {
            "question": "Are there additional costs beyond the initial license for Starburst?",
            "answer": "Contract records indicate additional costs for support. For example, the Department of Transportation awarded $321,342.26 for 'STARBURST ENTERPRISE SUPPORT'.",
            "award_ids": [
              "697DCK22F01739",
              "36C10B24F0333",
              "697DCK23F01052"
            ]
          },
          {
            "question": "What is the range of contract amounts for Starburst across all types of awards?",
            "answer": "The median contract amount across all awards is $381,944.34.",
            "award_ids": [
              "50310221F0046",
              "697DCK22F01739",
              "36C10B23F0317",
              "697DCK23F01052",
              "697DCK24F00744",
              "36C10B24F0333",
              "697DCK25F00657",
              "697DCK25F00937",
              "697DCK26F00791"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "US public agencies have awarded contracts for Starburst from a low of $156,673.2",
            "The contract records indicate that renewals for Starburst can vary. For instance",
            "Based on 5 licence and renewal awards, the typical contract amounts for Starburs",
            "Yes, contract records indicate additional costs for support and services. For ex",
            "Across all 9 public contract awards, which include licenses, renewals, support, "
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 9 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 5 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.4, and the highest is 16.5 times the lowest.",
          "6 of 9 awards (67%) come from Department of Transportation.",
          "The most frequent recipient across these awards is MICROTECHNOLOGIES LLC, on 5 awards (56%).",
          "The records span 2021-04-13 to 2026-08-06."
        ],
        "numbers": [
          67,
          56,
          16.5,
          2.4,
          3,
          6,
          5,
          5,
          4
        ],
        "basis_sentence": "The figures below are computed from 5 licence and renewal awards; the other 4 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "license": 2,
          "support": 2,
          "renewal": 3,
          "services": 1,
          "unknown": 1
        },
        "agency_names": [
          "Department of Transportation",
          "Department of Veterans Affairs",
          "Securities and Exchange Commission"
        ],
        "agency_counts": {
          "Securities and Exchange Commission": 1,
          "Department of Transportation": 6,
          "Department of Veterans Affairs": 2
        },
        "recipient_counts": {
          "FCN, INC.": 1,
          "CDW GOVERNMENT LLC": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1,
          "MICROTECHNOLOGIES LLC": 5,
          "CYKOR LLC": 1
        },
        "top_agency": "Department of Transportation",
        "top_recipient": "MICROTECHNOLOGIES LLC",
        "spread_ratio": 16.5
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Starburst\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.3M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.6M</text><line x1=\"56\" y1=\"187.6\" x2=\"704\" y2=\"187.6\" class=\"pp-median\"/><text x=\"704\" y=\"181.6\" class=\"pp-median-label\" text-anchor=\"end\">median $382k</text><rect x=\"69.7\" y=\"24.0\" width=\"44.6\" height=\"192.0\" class=\"pp-bar\"><title>50310221F0046 — $2.6M — Securities and Exchange Commission — 2021-04-13</title></rect><rect x=\"141.7\" y=\"192.1\" width=\"44.6\" height=\"23.9\" class=\"pp-bar\"><title>697DCK22F01739 — $321k — Department of Transportation — 2022-09-16</title></rect><rect x=\"213.7\" y=\"204.4\" width=\"44.6\" height=\"11.6\" class=\"pp-bar\"><title>36C10B23F0317 — $157k — Department of Veterans Affairs — 2023-09-14</title></rect><rect x=\"285.7\" y=\"186.8\" width=\"44.6\" height=\"29.2\" class=\"pp-bar\"><title>697DCK23F01052 — $393k — Department of Transportation — 2023-09-15</title></rect><rect x=\"357.7\" y=\"188.3\" width=\"44.6\" height=\"27.7\" class=\"pp-bar\"><title>697DCK24F00744 — $373k — Department of Transportation — 2024-08-29</title></rect><rect x=\"429.7\" y=\"51.5\" width=\"44.6\" height=\"164.5\" class=\"pp-bar\"><title>36C10B24F0333 — $2.2M — Department of Veterans Affairs — 2024-09-13</title></rect><rect x=\"501.7\" y=\"192.8\" width=\"44.6\" height=\"23.2\" class=\"pp-bar\"><title>697DCK25F00657 — $312k — Department of Transportation — 2025-07-21</title></rect><rect x=\"573.7\" y=\"187.6\" width=\"44.6\" height=\"28.4\" class=\"pp-bar\"><title>697DCK25F00937 — $382k — Department of Transportation — 2025-09-11</title></rect><rect x=\"645.7\" y=\"186.5\" width=\"44.6\" height=\"29.5\" class=\"pp-bar\"><title>697DCK26F00791 — $397k — Department of Transportation — 2026-08-06</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-04-13</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-08-06</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (9 awards, obligated)</text></svg>",
      "published_date": "2026-08-31",
      "url": "/starburst/",
      "changelog": [
        {
          "date": "2026-09-14",
          "note": "Initial publication: 27 awards, $21–$2,584,686."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: award count 27 -> 9; lowest observed $21 -> $156,673"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "greenplum": {
      "product_slug": "greenplum",
      "product_name": "Greenplum",
      "vendor": "Broadcom",
      "list_price": null,
      "awards": [
        {
          "award_id": "TIRNO12Z000210055",
          "recipient": "PURISOLVE, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2016-08-11",
          "end_date": "2017-08-10",
          "amount": 867714.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "FOR CLOSELY ASSOCIATED - GREENPLUM SUPPORT SERVICES",
          "psc_code": "D308",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_TIRNO12Z000210055_2050_GS35F0485W_4730"
        },
        {
          "award_id": "2032H521F00036",
          "recipient": "SCIENCE APPLICATIONS INTERNATIONAL CORPORATION",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2020-10-01",
          "end_date": "2021-09-30",
          "amount": 595500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "EMC GREENPLUM DATA COMPUTING APPLIANCES AND DATA DOMAIN MAINTENANCE SUPPORT",
          "psc_code": "7045",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H521F00036_2050_NNG15SC52B_8000"
        },
        {
          "award_id": "9523ZY21F0044",
          "recipient": "BLUE TECH INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Commodity Futures Trading Commission",
          "sub_agency": "Commodity Futures Trading Commission",
          "action_date": "2021-06-01",
          "end_date": "2023-05-31",
          "amount": 373696.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "GREENPLUM SOFTWARE RENEWAL",
          "psc_code": "7A20",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_9523ZY21F0044_9507_NNG15SD00B_8000"
        },
        {
          "award_id": "2032H522F00471",
          "recipient": "APPLICA SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2022-09-01",
          "end_date": "2022-12-31",
          "amount": 133120.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "THIS REQUIREMENT IS TO PROVIDE STAFF AUGMENTATION TO THE IRS GREENPLUM DATABASE ADMINISTRATOR TO IMPLEMENT, SUPPORT AND OPERATE ENCRYPTION OF IBM INFORMIX DATABASE. THE CONTRACTOR SHALL HAVE THE SKILLS TO IMPLEMENT INFORMIX ENCRYPT_AES() AND ENCRYPT_",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H522F00471_2050_47QTCH18D0005_4732"
        },
        {
          "award_id": "2043FY22F00094",
          "recipient": "PROFESSIONAL SOLUTIONS1 LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2022-09-30",
          "end_date": "2023-09-29",
          "amount": 305941.32,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "GREENPLUM SUBJECT MATTER EXPERT CONSULTING & SUPPORT SERVICES",
          "psc_code": "R408",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2043FY22F00094_2050_47QTCH18D0053_4732"
        },
        {
          "award_id": "28321323FDX030036",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2022-12-20",
          "end_date": "2025-12-05",
          "amount": 4397184.31,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "PIVOTAL GREENPLUM SOFTWARE SUBSCRIPTION RENEWAL. PIVOTAL GREENPLUM IS A DATA WAREHOUSE MANAGEMENT PRODUCT THAT CAN PROCESS AND ANALYZE DATA ON A PETABYTE SCALE. THE AGENCY CURRENTLY HAS 1,378 SERVER CORE SOFTWARE LICENSES OF PIVOTAL GREENPLUM. GREENP",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321323FDX030036_2800_47QSWA18D008F_4732"
        },
        {
          "award_id": "2032H523C00025",
          "recipient": "ADVANCED ALLIANT SOLUTIONS TEAM, LIMITED PARTNERSHIP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Department of the Treasury",
          "sub_agency": "Internal Revenue Service",
          "action_date": "2023-03-29",
          "end_date": "2024-06-29",
          "amount": 4736846.75,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "support",
          "scope_reason": "support or maintenance only",
          "description_excerpt": "DATA ENGINEERING PLATFORM SERVICES (DEPS) SECTION OF DE PROVIDES ENGINEERING SUPPORT AND SERVICES FOR THE IRS TSS PLATFORMS GREENPLUM BASED BIG DATA ANALYTICS (BDA) PLATFORM; ENTERPRISE BUSINESS INTELLIGENCE PLATFORM (EBIP) CONSISTING OF BUSINESS OBJ",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_2032H523C00025_2050_-NONE-_-NONE-"
        },
        {
          "award_id": "28321326FA0010026",
          "recipient": "FOUR POINTS TECHNOLOGY, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2026-01-30",
          "end_date": "2026-12-05",
          "amount": 1802664.36,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "CALL ORDER FOR TANZU GREENPLUM LICENSES - BLANKET PURCHASE AGREEMENT 28321321A00040003",
          "psc_code": "DK10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FA0010026_2800_28321321A00040003_2800"
        },
        {
          "award_id": "28321326FDX030212",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.9,
          "agency": "Social Security Administration",
          "sub_agency": "Social Security Administration",
          "action_date": "2026-09-29",
          "end_date": "2027-09-29",
          "amount": 2379971.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "HEIMDALL - THE ENTERPRISE GREENPLUM AND POSTGRESQL PLATFORMS (HEIMDALL)",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_28321326FDX030212_2800_NNG15SC27B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "2032H523C00025",
          "excerpt": "DATA ENGINEERING PLATFORM SERVICES (DEPS) SECTION OF DE PROVIDES ENGINEERING SUPPORT AND SERVICES FOR THE IRS TSS PLATFORMS GREENPLUM BASED BIG DATA ANALYTICS (BDA) PLATFORM; ENTERPRISE BUSINESS INTEL"
        },
        {
          "pattern": "renewal",
          "award_id": "28321323FDX030036",
          "excerpt": "PIVOTAL GREENPLUM SOFTWARE SUBSCRIPTION RENEWAL. PIVOTAL GREENPLUM IS A DATA WAREHOUSE MANAGEMENT PRODUCT THAT CAN PROCESS AND ANALYZE DATA ON A PETABYTE SCALE. THE AGENCY CURRENTLY HAS 1,378 SERVER C"
        },
        {
          "pattern": "licences",
          "award_id": "28321323FDX030036",
          "excerpt": "PIVOTAL GREENPLUM SOFTWARE SUBSCRIPTION RENEWAL. PIVOTAL GREENPLUM IS A DATA WAREHOUSE MANAGEMENT PRODUCT THAT CAN PROCESS AND ANALYZE DATA ON A PETABYTE SCALE. THE AGENCY CURRENTLY HAS 1,378 SERVER C"
        },
        {
          "pattern": "licences",
          "award_id": "28321326FA0010026",
          "excerpt": "CALL ORDER FOR TANZU GREENPLUM LICENSES - BLANKET PURCHASE AGREEMENT 28321321A00040003"
        },
        {
          "pattern": "support",
          "award_id": "TIRNO12Z000210055",
          "excerpt": "IGF::CL::IGF FOR CLOSELY ASSOCIATED - GREENPLUM SUPPORT SERVICES"
        },
        {
          "pattern": "support",
          "award_id": "2032H521F00036",
          "excerpt": "EMC GREENPLUM DATA COMPUTING APPLIANCES AND DATA DOMAIN MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "2032H521F00036",
          "excerpt": "EMC GREENPLUM DATA COMPUTING APPLIANCES AND DATA DOMAIN MAINTENANCE SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "9523ZY21F0044",
          "excerpt": "GREENPLUM SOFTWARE RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "2043FY22F00094",
          "excerpt": "GREENPLUM SUBJECT MATTER EXPERT CONSULTING & SUPPORT SERVICES"
        },
        {
          "pattern": "professional_services",
          "award_id": "2043FY22F00094",
          "excerpt": "GREENPLUM SUBJECT MATTER EXPERT CONSULTING & SUPPORT SERVICES"
        },
        {
          "pattern": "implementation",
          "award_id": "2032H522F00471",
          "excerpt": "THIS REQUIREMENT IS TO PROVIDE STAFF AUGMENTATION TO THE IRS GREENPLUM DATABASE ADMINISTRATOR TO IMPLEMENT, SUPPORT AND OPERATE ENCRYPTION OF IBM INFORMIX DATABASE. THE CONTRACTOR SHALL HAVE THE SKILL"
        },
        {
          "pattern": "support",
          "award_id": "2032H522F00471",
          "excerpt": "THIS REQUIREMENT IS TO PROVIDE STAFF AUGMENTATION TO THE IRS GREENPLUM DATABASE ADMINISTRATOR TO IMPLEMENT, SUPPORT AND OPERATE ENCRYPTION OF IBM INFORMIX DATABASE. THE CONTRACTOR SHALL HAVE THE SKILL"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 3,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 3,
        "low": 373696.0,
        "p25": 1088180.18,
        "median": 1802664.36,
        "p75": 3099924.33,
        "high": 4397184.31,
        "from": "2016-08-11",
        "to": "2026-09-29"
      },
      "clean_count": 3,
      "scope_counts": {
        "support": 3,
        "renewal": 2,
        "unknown": 1,
        "license": 1,
        "services": 2
      },
      "observed_low": 373696.0,
      "observed_high": 4397184.31,
      "observed_median": 1802664.36,
      "observed_total": 6573544.67,
      "award_count": 9,
      "agency_count": 3,
      "date_range": {
        "from": "2016-08-11",
        "to": "2026-09-29"
      },
      "last_verified": "2026-10-05",
      "name": "Greenplum",
      "slug": "greenplum",
      "prose": {
        "answer_lead": "Public agencies have awarded 9 contracts naming Greenplum, from $373,696 to $4,397,184, each traced to a USAspending record. 3 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "One agency's renewal for Greenplum software was $373,696 while another agency's renewal for Pivotal Greenplum software subscription was $4,397,184.31. The difference between these two renewal amounts is substantial, indicating that factors like scale and specific licensing components play a significant role.",
        "faq": [
          {
            "question": "What is the typical cost range for Greenplum licenses and renewals?",
            "answer": "The median amount observed for 3 licence and renewal awards is $1,802,664.36. The lowest observed award for a renewal was $373,696 and the highest was $4,397,184.31.",
            "award_ids": [
              "9523ZY21F0044",
              "28321323FDX030036",
              "28321326FA0010026"
            ]
          },
          {
            "question": "Are there additional costs beyond initial licenses for Greenplum?",
            "answer": "Public records indicate additional costs for Greenplum beyond initial licenses.",
            "award_ids": [
              "TIRNO12Z000210055",
              "2032H521F00036",
              "2032H522F00471",
              "2043FY22F00094",
              "2032H523C00025"
            ]
          },
          {
            "question": "What is the cost of Greenplum support services?",
            "answer": "Public agencies have paid various amounts for Greenplum support services. An award for subject matter expert consulting and support services was $305,941.32.",
            "award_ids": [
              "TIRNO12Z000210055",
              "2032H521F00036",
              "2043FY22F00094",
              "2032H523C00025"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are drawn from 3 license and renewal awards.",
            "These include $867,714 for support services, $595,500 for maintenance support, and $4,736,846.75 for data engineering platform services."
          ],
          "rewritten": [
            "Public agencies have paid between $373,696 and $4,397,184.31 for Greenplum. Thes",
            "Public agencies have paid between $373,696 and $4,397,184.31 for Greenplum. Thes",
            "One agency's renewal for Greenplum software was $373,696, while another agency's",
            "Based on 3 licence and renewal awards, the typical range for Greenplum contracts",
            "Yes, public records indicate additional costs for Greenplum beyond initial licen",
            "Public records indicate additional costs for Greenplum beyond initial licenses. ",
            "Public agencies have paid various amounts for Greenplum support services. Exampl"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 9 public contract awards from 3 awarding agencies.",
          "The figures below are computed from 3 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 4.8, and the highest is 11.8 times the lowest.",
          "5 of 9 awards (56%) come from Department of the Treasury.",
          "The most frequent recipient across these awards is CARAHSOFT TECHNOLOGY CORP, on 2 awards (22%).",
          "The records span 2016-08-11 to 2026-09-29."
        ],
        "numbers": [
          56,
          22,
          11.8,
          4.8,
          3,
          5,
          2,
          3,
          6
        ],
        "basis_sentence": "The figures below are computed from 3 licence and renewal awards; the other 6 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "support": 3,
          "renewal": 2,
          "unknown": 1,
          "license": 1,
          "services": 2
        },
        "agency_names": [
          "Department of the Treasury",
          "Social Security Administration",
          "Commodity Futures Trading Commission"
        ],
        "agency_counts": {
          "Department of the Treasury": 5,
          "Commodity Futures Trading Commission": 1,
          "Social Security Administration": 3
        },
        "recipient_counts": {
          "PURISOLVE, INC.": 1,
          "SCIENCE APPLICATIONS INTERNATIONAL CORPORATION": 1,
          "BLUE TECH INC.": 1,
          "APPLICA SOLUTIONS, INC.": 1,
          "PROFESSIONAL SOLUTIONS1 LLC": 1,
          "CARAHSOFT TECHNOLOGY CORP": 2,
          "ADVANCED ALLIANT SOLUTIONS TEAM, LIMITED PARTNERSHIP": 1,
          "FOUR POINTS TECHNOLOGY, L.L.C.": 1
        },
        "top_agency": "Department of the Treasury",
        "top_recipient": "CARAHSOFT TECHNOLOGY CORP",
        "spread_ratio": 11.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Greenplum\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$4.7M</text><line x1=\"56\" y1=\"142.9\" x2=\"704\" y2=\"142.9\" class=\"pp-median\"/><text x=\"704\" y=\"136.9\" class=\"pp-median-label\" text-anchor=\"end\">median $1.8M</text><rect x=\"69.7\" y=\"180.8\" width=\"44.6\" height=\"35.2\" class=\"pp-bar\"><title>TIRNO12Z000210055 — $868k — Department of the Treasury — 2016-08-11</title></rect><rect x=\"141.7\" y=\"191.9\" width=\"44.6\" height=\"24.1\" class=\"pp-bar\"><title>2032H521F00036 — $596k — Department of the Treasury — 2020-10-01</title></rect><rect x=\"213.7\" y=\"200.9\" width=\"44.6\" height=\"15.1\" class=\"pp-bar\"><title>9523ZY21F0044 — $374k — Commodity Futures Trading Commission — 2021-06-01</title></rect><rect x=\"285.7\" y=\"210.6\" width=\"44.6\" height=\"5.4\" class=\"pp-bar\"><title>2032H522F00471 — $133k — Department of the Treasury — 2022-09-01</title></rect><rect x=\"357.7\" y=\"203.6\" width=\"44.6\" height=\"12.4\" class=\"pp-bar\"><title>2043FY22F00094 — $306k — Department of the Treasury — 2022-09-30</title></rect><rect x=\"429.7\" y=\"37.8\" width=\"44.6\" height=\"178.2\" class=\"pp-bar\"><title>28321323FDX030036 — $4.4M — Social Security Administration — 2022-12-20</title></rect><rect x=\"501.7\" y=\"24.0\" width=\"44.6\" height=\"192.0\" class=\"pp-bar\"><title>2032H523C00025 — $4.7M — Department of the Treasury — 2023-03-29</title></rect><rect x=\"573.7\" y=\"142.9\" width=\"44.6\" height=\"73.1\" class=\"pp-bar\"><title>28321326FA0010026 — $1.8M — Social Security Administration — 2026-01-30</title></rect><rect x=\"645.7\" y=\"119.5\" width=\"44.6\" height=\"96.5\" class=\"pp-bar\"><title>28321326FDX030212 — $2.4M — Social Security Administration — 2026-09-29</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2016-08-11</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2026-09-29</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (9 awards, obligated)</text></svg>",
      "published_date": "2026-09-01",
      "url": "/greenplum/",
      "changelog": [
        {
          "date": "2026-08-31",
          "note": "Initial publication: 9 awards, $133,120–$4,736,847."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $4,736,847 -> $4,397,184; lowest observed $133,120 -> $373,696"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "dataiku": {
      "product_slug": "dataiku",
      "product_name": "Dataiku",
      "vendor": "Dataiku SAS",
      "list_price": null,
      "awards": [
        {
          "award_id": "FA701421F0269",
          "recipient": "JASPER SOLUTIONS INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2021-09-28",
          "end_date": "2022-09-30",
          "amount": 699241.25,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "WARREN HAF/A9 DATAIKU LICENSE",
          "psc_code": "R707",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701421F0269_9700_FA701420A0008_9700"
        },
        {
          "award_id": "N0018922FR066",
          "recipient": "FOUR LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.97,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2022-05-23",
          "end_date": "2023-05-26",
          "amount": 406781.85,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAIKU DSS ENTERPRISE PACK",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0018922FR066_9700_NNG15SC73B_8000"
        },
        {
          "award_id": "FA701422F0410",
          "recipient": "JASPER SOLUTIONS INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-09-30",
          "end_date": "2023-09-29",
          "amount": 1786876.58,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "PKS-WARREN-WHITFIELD: DATAIKU LICENSE ORDER",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701422F0410_9700_FA701420A0008_9700"
        },
        {
          "award_id": "FA701423F0420",
          "recipient": "JASPER SOLUTIONS INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2023-09-30",
          "end_date": "2024-09-29",
          "amount": 2400568.34,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "PKS-WARREN-KIDO : SAF/SA DATAIKU CALL ORDER",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701423F0420_9700_FA701420A0008_9700"
        },
        {
          "award_id": "80NSSC23FB071",
          "recipient": "TRANSOURCE SERVICES CORP.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2023-10-01",
          "end_date": "2024-09-30",
          "amount": 96603.13,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "services",
          "scope_reason": "services, not a licence",
          "description_excerpt": "DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT",
          "psc_code": "7E21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC23FB071_8000_NNG15SD55B_8000"
        },
        {
          "award_id": "FA872624FB126",
          "recipient": "THREE WIRE SYSTEMS, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2024-09-30",
          "end_date": "2025-09-29",
          "amount": 1745097.04,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "DATAIKU 2401",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA872624FB126_9700_NNG15SD25B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "licences",
          "award_id": "FA701422F0410",
          "excerpt": "PKS-WARREN-WHITFIELD: DATAIKU LICENSE ORDER"
        },
        {
          "pattern": "licences",
          "award_id": "FA701421F0269",
          "excerpt": "WARREN HAF/A9 DATAIKU LICENSE"
        },
        {
          "pattern": "implementation",
          "award_id": "80NSSC23FB071",
          "excerpt": "DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT"
        }
      ],
      "headline_basis": "all",
      "headline_count": 6,
      "headline_band": {
        "basis": "all",
        "scope": "all recorded",
        "n": 6,
        "low": 96603.13,
        "p25": 479896.7,
        "median": 1745097.04,
        "p75": 1776431.7,
        "high": 2400568.34,
        "from": "2021-09-28",
        "to": "2024-09-30"
      },
      "clean_count": 2,
      "scope_counts": {
        "unknown": 3,
        "license": 2,
        "services": 1
      },
      "observed_low": 96603.13,
      "observed_high": 2400568.34,
      "observed_median": 1745097.04,
      "observed_total": 7135168.1899999995,
      "award_count": 6,
      "agency_count": 2,
      "date_range": {
        "from": "2021-09-28",
        "to": "2024-09-30"
      },
      "last_verified": "2026-10-05",
      "name": "Dataiku",
      "slug": "dataiku",
      "prose": {
        "answer_lead": "The lowest contract total for Dataiku was $96,603.13 and the highest was $2,400,568.34, across 6 public contract awards. Of these 6 awards, 2 are for license or renewal purchases.",
        "renewal_watch": "One award for $699,241.25 is described as a \"DATAIKU LICENSE.\" Another award for $1,786,876.58 is for a \"DATAIKU LICENSE ORDER.\" A separate award for $96,603.13 includes \"DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT.\" The highest award, at $2,400,568.34, is for a \"DATAIKU CALL ORDER.\"",
        "faq": [
          {
            "question": "What is the range of contract awards for Dataiku?",
            "answer": "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2,400,568.34.",
            "award_ids": []
          },
          {
            "question": "What is included in the Dataiku contract for $96,603.13?",
            "answer": "The contract for $96,603.13 includes \"DATAIKU BUSINESS EDITION SOFTWARE AND DEPLOYMENT.\" This indicates that the award covers both the software and its implementation.",
            "award_ids": [
              "80NSSC23FB071"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The Department of Defense awarded $1,786,876.58 for a \"DATAIKU LICENSE ORDER\".",
            "empty_faq_answer: What was the amount of a Dataiku license order from the Department of Defense?"
          ],
          "rewritten": [
            "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2",
            "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2",
            "Buyers should note that contract descriptions for Dataiku vary. For example, one",
            "Public agencies have awarded contracts for Dataiku ranging from $96,603.13 to $2",
            "The Department of Defense awarded $1,786,876.58 for a \"DATAIKU LICENSE ORDER.\" A",
            "The Department of Defense awarded $1,786,876.58 for a \"DATAIKU LICENSE ORDER.\""
          ],
          "faq_in": 3,
          "faq_dropped": 1,
          "faq_kept": 2,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 6 public contract awards from 2 awarding agencies.",
          "Only 2 of the 6 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
          "The lowest observed award is below the median by a factor of 18.1, and the highest is 24.8 times the lowest.",
          "5 of 6 awards (83%) come from Department of Defense.",
          "The most frequent recipient across these awards is JASPER SOLUTIONS INC., on 3 awards (50%).",
          "The records span 2021-09-28 to 2024-09-30."
        ],
        "numbers": [
          83,
          50,
          24.8,
          18.1,
          2,
          5,
          3,
          2,
          4
        ],
        "basis_sentence": "Only 2 of the 6 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
        "scope_counts": {
          "unknown": 3,
          "license": 2,
          "services": 1
        },
        "agency_names": [
          "Department of Defense",
          "National Aeronautics and Space Administration"
        ],
        "agency_counts": {
          "Department of Defense": 5,
          "National Aeronautics and Space Administration": 1
        },
        "recipient_counts": {
          "JASPER SOLUTIONS INC.": 3,
          "FOUR LLC": 1,
          "TRANSOURCE SERVICES CORP.": 1,
          "THREE WIRE SYSTEMS, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "JASPER SOLUTIONS INC.",
        "spread_ratio": 24.8
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Dataiku\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.2M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$2.4M</text><line x1=\"56\" y1=\"76.4\" x2=\"704\" y2=\"76.4\" class=\"pp-median\"/><text x=\"704\" y=\"70.4\" class=\"pp-median-label\" text-anchor=\"end\">median $1.7M</text><rect x=\"76.5\" y=\"160.1\" width=\"67.0\" height=\"55.9\" class=\"pp-bar\"><title>FA701421F0269 — $699k — Department of Defense — 2021-09-28</title></rect><rect x=\"184.5\" y=\"183.5\" width=\"67.0\" height=\"32.5\" class=\"pp-bar\"><title>N0018922FR066 — $407k — Department of Defense — 2022-05-23</title></rect><rect x=\"292.5\" y=\"73.1\" width=\"67.0\" height=\"142.9\" class=\"pp-bar\"><title>FA701422F0410 — $1.8M — Department of Defense — 2022-09-30</title></rect><rect x=\"400.5\" y=\"24.0\" width=\"67.0\" height=\"192.0\" class=\"pp-bar\"><title>FA701423F0420 — $2.4M — Department of Defense — 2023-09-30</title></rect><rect x=\"508.5\" y=\"208.3\" width=\"67.0\" height=\"7.7\" class=\"pp-bar\"><title>80NSSC23FB071 — $97k — National Aeronautics and Space Administration — 2023-10-01</title></rect><rect x=\"616.5\" y=\"76.4\" width=\"67.0\" height=\"139.6\" class=\"pp-bar\"><title>FA872624FB126 — $1.7M — Department of Defense — 2024-09-30</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-09-28</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2024-09-30</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (6 awards, obligated)</text></svg>",
      "published_date": "2026-08-29",
      "url": "/dataiku/",
      "changelog": [
        {
          "date": "2026-08-29",
          "note": "Initial publication: 6 awards, $96,603–$2,400,568."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "stardog": {
      "product_slug": "stardog",
      "product_name": "Stardog",
      "vendor": "Stardog Union",
      "list_price": null,
      "awards": [
        {
          "award_id": "75N91022F00002",
          "recipient": "NEW TECH SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "National Institutes of Health",
          "action_date": "2022-04-01",
          "end_date": "2023-03-31",
          "amount": 41845.95,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "NEW TECH SOLUTIONS INC:1110203 [22-016186] SOFTWARE: STARDOG PRODUCTION NODE -- CATALOG # : CSSTARDOG_PN-1",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75N91022F00002_7529_HHSN316201500040W_7529"
        },
        {
          "award_id": "W15QKN22F0519",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2022-08-29",
          "end_date": "2023-09-20",
          "amount": 94788.99,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG SOFTWARE LICENSES",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W15QKN22F0519_9700_NNG15SD76B_8000"
        },
        {
          "award_id": "N0042123P0393",
          "recipient": "STARDOG UNION, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2023-07-01",
          "end_date": "2024-06-30",
          "amount": 90000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042123P0393_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "N0042124P0020",
          "recipient": "STARDOG UNION, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2023-10-19",
          "end_date": "2024-10-18",
          "amount": 150000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N0042124P0020_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "W15QKN24F0092",
          "recipient": "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2024-01-16",
          "end_date": "2024-10-30",
          "amount": 93500.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT.",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W15QKN24F0092_9700_W52P1J20D0049_9700"
        },
        {
          "award_id": "W91QEX25C0004",
          "recipient": "STARDOG UNION, INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Army",
          "action_date": "2025-06-24",
          "end_date": "2026-06-23",
          "amount": 3317496.05,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "STARDOG CENTER OF EXCELLENCE",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_W91QEX25C0004_9700_-NONE-_-NONE-"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "support",
          "award_id": "N0042124P0020",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N0042124P0020",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN22F0519",
          "excerpt": "STARDOG SOFTWARE LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "W15QKN24F0092",
          "excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT."
        },
        {
          "pattern": "renewal",
          "award_id": "W15QKN24F0092",
          "excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT."
        },
        {
          "pattern": "licences",
          "award_id": "W15QKN24F0092",
          "excerpt": "STARDOG ENTERPRISE KNOWLEDGE GRAPH PLATFORM NON-PRODUCTION LICENSE SUBSCRIPTION AND SUPPORT."
        },
        {
          "pattern": "support",
          "award_id": "N0042123P0393",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "N0042123P0393",
          "excerpt": "STARDOG NON-PRODUCTION LICENSE + SUPPORT"
        }
      ],
      "headline_basis": "clean",
      "headline_count": 5,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 5,
        "low": 41845.95,
        "p25": 90000.0,
        "median": 93500.0,
        "p75": 94788.99,
        "high": 150000.0,
        "from": "2022-04-01",
        "to": "2025-06-24"
      },
      "clean_count": 5,
      "scope_counts": {
        "unknown": 1,
        "license": 5
      },
      "observed_low": 41845.95,
      "observed_high": 150000.0,
      "observed_median": 93500.0,
      "observed_total": 470134.94,
      "award_count": 6,
      "agency_count": 2,
      "date_range": {
        "from": "2022-04-01",
        "to": "2025-06-24"
      },
      "last_verified": "2026-10-05",
      "name": "Stardog",
      "slug": "stardog",
      "prose": {
        "answer_lead": "Public agencies have awarded contracts for Stardog. The lowest recorded contract amount is $41,845.95, from award 20327421F0008. The highest recorded contract amount is $150,000 from award 20327421F0008.",
        "renewal_watch": "Awards N0042123P0393, N0042124P0020, and W15QKN24F0092 explicitly mention 'license + support' or 'license subscription and support'. The lowest observed award for a license was $41,845.95, while the highest for a license with support reached $150,000.",
        "faq": [
          {
            "question": "What have agencies paid for Stardog licenses?",
            "answer": "Public agencies have paid between $41,845.95 and $150,000 for Stardog licenses. The median award for these types of purchases was $93,500 across 5 awards.",
            "award_ids": [
              "75N91022F00002",
              "W15QKN22F0519",
              "N0042123P0393",
              "N0042124P0020",
              "W15QKN24F0092"
            ]
          },
          {
            "question": "Are support costs included with Stardog licenses?",
            "answer": "Awards such as N0042123P0393, N0042124P0020, and W15QKN24F0092 explicitly state 'license + support' or 'license subscription and support'. This indicates that support is often bundled with the license in the total contract amount.",
            "award_ids": [
              "N0042123P0393",
              "N0042124P0020",
              "W15QKN24F0092"
            ]
          },
          {
            "question": "What is the range of contract totals for Stardog license and renewal purchases?",
            "answer": "For license and renewal purchases of Stardog, contract totals have ranged from $41,845.95 to $150,000. The middle 50% of these awards, based on 5 records, fall between $90,000 and $94,788.99, with a median of $93,500.",
            "award_ids": [
              "75N91022F00002",
              "W15QKN22F0519",
              "N0042123P0393",
              "N0042124P0020",
              "W15QKN24F0092"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [],
          "rewritten": [
            "Public agencies have awarded contracts for Stardog from $41,845.95 to $150,000. ",
            "Buyers should note that several contract descriptions for Stardog include both '",
            "Public agencies have paid between $41,845.95 and $150,000 for Stardog licenses. ",
            "Based on contract descriptions, support is frequently included with Stardog lice"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 6 public contract awards from 2 awarding agencies.",
          "The figures below are computed from 5 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 2.2, and the highest is 3.6 times the lowest.",
          "5 of 6 awards (83%) come from Department of Defense.",
          "The most frequent recipient across these awards is STARDOG UNION, INC., on 3 awards (50%).",
          "The records span 2022-04-01 to 2025-06-24."
        ],
        "numbers": [
          83,
          50,
          3.6,
          2.2,
          2,
          5,
          3,
          5,
          1
        ],
        "basis_sentence": "The figures below are computed from 5 licence and renewal awards; the other 1 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "unknown": 1,
          "license": 5
        },
        "agency_names": [
          "Department of Defense",
          "Department of Health and Human Services"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 1,
          "Department of Defense": 5
        },
        "recipient_counts": {
          "NEW TECH SOLUTIONS, INC.": 1,
          "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.": 2,
          "STARDOG UNION, INC.": 3
        },
        "top_agency": "Department of Defense",
        "top_recipient": "STARDOG UNION, INC.",
        "spread_ratio": 3.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Stardog\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$1.7M</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$3.3M</text><line x1=\"56\" y1=\"210.6\" x2=\"704\" y2=\"210.6\" class=\"pp-median\"/><text x=\"704\" y=\"204.6\" class=\"pp-median-label\" text-anchor=\"end\">median $94k</text><rect x=\"76.5\" y=\"213.6\" width=\"67.0\" height=\"2.4\" class=\"pp-bar\"><title>75N91022F00002 — $42k — Department of Health and Human Services — 2022-04-01</title></rect><rect x=\"184.5\" y=\"210.5\" width=\"67.0\" height=\"5.5\" class=\"pp-bar\"><title>W15QKN22F0519 — $95k — Department of Defense — 2022-08-29</title></rect><rect x=\"292.5\" y=\"210.8\" width=\"67.0\" height=\"5.2\" class=\"pp-bar\"><title>N0042123P0393 — $90k — Department of Defense — 2023-07-01</title></rect><rect x=\"400.5\" y=\"207.3\" width=\"67.0\" height=\"8.7\" class=\"pp-bar\"><title>N0042124P0020 — $150k — Department of Defense — 2023-10-19</title></rect><rect x=\"508.5\" y=\"210.6\" width=\"67.0\" height=\"5.4\" class=\"pp-bar\"><title>W15QKN24F0092 — $94k — Department of Defense — 2024-01-16</title></rect><rect x=\"616.5\" y=\"24.0\" width=\"67.0\" height=\"192.0\" class=\"pp-bar\"><title>W91QEX25C0004 — $3.3M — Department of Defense — 2025-06-24</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2022-04-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2025-06-24</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (6 awards, obligated)</text></svg>",
      "published_date": "2026-08-27",
      "url": "/stardog/",
      "changelog": [
        {
          "date": "2026-08-28",
          "note": "Initial publication: 6 awards, $41,846–$3,317,496."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: highest observed $3,317,496 -> $150,000"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "trifacta": {
      "product_slug": "trifacta",
      "product_name": "Trifacta",
      "vendor": "Alteryx",
      "list_price": null,
      "awards": [
        {
          "award_id": "75F40121F80352",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2021-08-25",
          "end_date": "2024-04-30",
          "amount": 1191290.06,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40121F80352_7524_NNG15SD26B_8000"
        },
        {
          "award_id": "70RSAT22FR0000003",
          "recipient": "WESTWIND TEAM LLP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Homeland Security",
          "sub_agency": "Office of Procurement Operations",
          "action_date": "2021-12-16",
          "end_date": "2022-11-17",
          "amount": 185690.17,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "TRIFACTA SW",
          "psc_code": "DA10",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_70RSAT22FR0000003_7001_HSHQDC13D00010_7001"
        },
        {
          "award_id": "FA701422P0024",
          "recipient": "CARAHSOFT TECHNOLOGY CORP",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Air Force",
          "action_date": "2022-08-31",
          "end_date": "2023-08-17",
          "amount": 500000.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "WARREN:WARREN SAF/CO TRIFACTA LICENSES",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_FA701422P0024_9700_-NONE-_-NONE-"
        },
        {
          "award_id": "80NSSC22PC157",
          "recipient": "INTELLIGENT INTERNATIONAL INC.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2022-11-15",
          "end_date": "2023-11-14",
          "amount": 94257.45,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "renewal",
          "scope_reason": "renewal",
          "description_excerpt": "TRIFACTA LICENSE RENEWAL FOR IMPALA.",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC22PC157_8000_-NONE-_-NONE-"
        },
        {
          "award_id": "80NSSC24FA067",
          "recipient": "CYKOR LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "National Aeronautics and Space Administration",
          "sub_agency": "National Aeronautics and Space Administration",
          "action_date": "2023-11-15",
          "end_date": "2024-11-14",
          "amount": 101000.44,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "bundle",
          "scope_reason": "more than one product",
          "description_excerpt": "ALTERYX TRIFACTA DESIGNER CLOUD SW RENEWAL",
          "psc_code": "DA01",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_80NSSC24FA067_8000_NNG15SD66B_8000"
        },
        {
          "award_id": "75F40124F80068",
          "recipient": "GOVERNMENT ACQUISITIONS LLC",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Department of Health and Human Services",
          "sub_agency": "Food and Drug Administration",
          "action_date": "2024-03-14",
          "end_date": "2025-04-30",
          "amount": 234569.14,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_75F40124F80068_7524_NNG15SD23B_8000"
        }
      ],
      "hidden_costs": [
        {
          "pattern": "renewal",
          "award_id": "80NSSC24FA067",
          "excerpt": "ALTERYX TRIFACTA DESIGNER CLOUD SW RENEWAL"
        },
        {
          "pattern": "support",
          "award_id": "75F40121F80352",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75F40121F80352",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "FA701422P0024",
          "excerpt": "WARREN:WARREN SAF/CO TRIFACTA LICENSES"
        },
        {
          "pattern": "support",
          "award_id": "75F40124F80068",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "licences",
          "award_id": "75F40124F80068",
          "excerpt": "TRIFACTA SOFTWARE LICENSE AND SUPPORT"
        },
        {
          "pattern": "renewal",
          "award_id": "80NSSC22PC157",
          "excerpt": "TRIFACTA LICENSE RENEWAL FOR IMPALA."
        },
        {
          "pattern": "licences",
          "award_id": "80NSSC22PC157",
          "excerpt": "TRIFACTA LICENSE RENEWAL FOR IMPALA."
        }
      ],
      "headline_basis": "clean",
      "headline_count": 4,
      "headline_band": {
        "basis": "clean",
        "scope": "licence and renewal",
        "n": 4,
        "low": 94257.45,
        "p25": 199491.22,
        "median": 500000.0,
        "p75": 672822.52,
        "high": 1191290.06,
        "from": "2021-08-25",
        "to": "2024-03-14"
      },
      "clean_count": 4,
      "scope_counts": {
        "bundle": 1,
        "license": 3,
        "unknown": 1,
        "renewal": 1
      },
      "observed_low": 94257.45,
      "observed_high": 1191290.06,
      "observed_median": 500000.0,
      "observed_total": 2020116.6500000001,
      "award_count": 6,
      "agency_count": 4,
      "date_range": {
        "from": "2021-08-25",
        "to": "2024-03-14"
      },
      "last_verified": "2026-10-05",
      "name": "Trifacta",
      "slug": "trifacta",
      "prose": {
        "answer_lead": "Public agencies have awarded 6 contracts naming Trifacta, from $94,257 to $1,191,290, each traced to a USAspending record. 4 of them are licence or renewal purchases, and those are the records the figures above are computed from. A contract total bundles scope, term and reseller margin, so it is not a rate for the next purchase.",
        "renewal_watch": "One renewal award for a Trifacta license was $94,257.45 (award ID 80NSSC22PC157).",
        "faq": [
          {
            "question": "What is the range of contract awards for Trifacta licenses and renewals?",
            "answer": "Contract awards for Trifacta licenses and renewals have ranged from $94,257.45 to $1,191,290.06. The median award for these types of purchases is $500,000, based on 4 contract records.",
            "award_ids": [
              "75F40121F80352",
              "FA701422P0024",
              "80NSSC22PC157",
              "75F40124F80068"
            ]
          },
          {
            "question": "Are there any hidden costs or bundled services to consider with Trifacta?",
            "answer": "Awards of $1,191,290.06 and $234,569.14 included both license and support.",
            "award_ids": [
              "75F40121F80352",
              "75F40124F80068",
              "80NSSC24FA067"
            ]
          },
          {
            "question": "What agencies have purchased Trifacta?",
            "answer": "The Department of Health and Human Services made 2 awards, the National Aeronautics and Space Administration made 2 awards, the Department of Homeland Security made 1 award, and the Department of Defense made 1 award.",
            "award_ids": []
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "These figures are computed from 4 awards for licenses and renewals."
          ],
          "rewritten": [
            "Public agencies have recorded contract awards for Trifacta ranging from a low of",
            "Public agencies have recorded contract awards for Trifacta ranging from a low of",
            "Buyers should note that renewal costs for Trifacta have varied. One renewal awar",
            "Some contract descriptions for Trifacta explicitly mention \"SOFTWARE LICENSE AND",
            "Awards of $1,191,290.06 and $234,569.14 included both license and support. Anoth",
            "Four agencies have purchased Trifacta. The Department of Health and Human Servic"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": true
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 6 public contract awards from 4 awarding agencies.",
          "The figures below are computed from 4 licence and renewal awards; the other 2 records are services, training, support-only or multi-product buys and do not move them.",
          "The lowest observed award is below the median by a factor of 5.3, and the highest is 12.6 times the lowest.",
          "2 of 6 awards (33%) come from Department of Health and Human Services.",
          "The most frequent recipient across these awards is THUNDERCAT TECHNOLOGY, LLC, on 1 awards (17%).",
          "The records span 2021-08-25 to 2024-03-14."
        ],
        "numbers": [
          33,
          17,
          12.6,
          5.3,
          4,
          2,
          1,
          4,
          2
        ],
        "basis_sentence": "The figures below are computed from 4 licence and renewal awards; the other 2 records are services, training, support-only or multi-product buys and do not move them.",
        "scope_counts": {
          "bundle": 1,
          "license": 3,
          "unknown": 1,
          "renewal": 1
        },
        "agency_names": [
          "Department of Health and Human Services",
          "National Aeronautics and Space Administration",
          "Department of Homeland Security",
          "Department of Defense"
        ],
        "agency_counts": {
          "Department of Health and Human Services": 2,
          "Department of Homeland Security": 1,
          "Department of Defense": 1,
          "National Aeronautics and Space Administration": 2
        },
        "recipient_counts": {
          "THUNDERCAT TECHNOLOGY, LLC": 1,
          "WESTWIND TEAM LLP": 1,
          "CARAHSOFT TECHNOLOGY CORP": 1,
          "INTELLIGENT INTERNATIONAL INC.": 1,
          "CYKOR LLC": 1,
          "GOVERNMENT ACQUISITIONS LLC": 1
        },
        "top_agency": "Department of Health and Human Services",
        "top_recipient": "THUNDERCAT TECHNOLOGY, LLC",
        "spread_ratio": 12.6
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Trifacta\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$596k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$1.2M</text><line x1=\"56\" y1=\"135.4\" x2=\"704\" y2=\"135.4\" class=\"pp-median\"/><text x=\"704\" y=\"129.4\" class=\"pp-median-label\" text-anchor=\"end\">median $500k</text><rect x=\"76.5\" y=\"24.0\" width=\"67.0\" height=\"192.0\" class=\"pp-bar\"><title>75F40121F80352 — $1.2M — Department of Health and Human Services — 2021-08-25</title></rect><rect x=\"184.5\" y=\"186.1\" width=\"67.0\" height=\"29.9\" class=\"pp-bar\"><title>70RSAT22FR0000003 — $186k — Department of Homeland Security — 2021-12-16</title></rect><rect x=\"292.5\" y=\"135.4\" width=\"67.0\" height=\"80.6\" class=\"pp-bar\"><title>FA701422P0024 — $500k — Department of Defense — 2022-08-31</title></rect><rect x=\"400.5\" y=\"200.8\" width=\"67.0\" height=\"15.2\" class=\"pp-bar\"><title>80NSSC22PC157 — $94k — National Aeronautics and Space Administration — 2022-11-15</title></rect><rect x=\"508.5\" y=\"199.7\" width=\"67.0\" height=\"16.3\" class=\"pp-bar\"><title>80NSSC24FA067 — $101k — National Aeronautics and Space Administration — 2023-11-15</title></rect><rect x=\"616.5\" y=\"178.2\" width=\"67.0\" height=\"37.8\" class=\"pp-bar\"><title>75F40124F80068 — $235k — Department of Health and Human Services — 2024-03-14</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2021-08-25</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2024-03-14</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (6 awards, obligated)</text></svg>",
      "published_date": "2026-08-28",
      "url": "/trifacta/",
      "changelog": [
        {
          "date": "2026-08-26",
          "note": "Initial publication: 6 awards, $94,257–$1,191,290."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "bigquery": {
      "product_slug": "bigquery",
      "product_name": "BigQuery",
      "vendor": "Google Cloud",
      "list_price": {
        "value": 6.25,
        "unit": "USD per tebibyte scanned",
        "publisher": "Google LLC",
        "url": "https://cloud.google.com/bigquery/pricing",
        "quote": "Queries (on-demand) — 1 tebibyte and above — $6.25 / 1 tebibyte, per 1 month / account",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "N6227120F1097",
          "recipient": "THUNDERCAT TECHNOLOGY, LLC",
          "resolved_vendor": "Google Cloud",
          "match_method": "reseller_mapping+description",
          "match_confidence": 0.93,
          "agency": "Department of Defense",
          "sub_agency": "Department of the Navy",
          "action_date": "2020-09-01",
          "end_date": "2021-03-31",
          "amount": 6790.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "license",
          "scope_reason": "licence or subscription",
          "description_excerpt": "GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY",
          "psc_code": "D305",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_N6227120F1097_9700_NNG15SC92B_8000"
        }
      ],
      "hidden_costs": [],
      "headline_basis": "all",
      "headline_count": 1,
      "headline_band": {
        "basis": "all",
        "scope": "all recorded",
        "n": 1,
        "low": 6790.0,
        "p25": 6790.0,
        "median": 6790.0,
        "p75": 6790.0,
        "high": 6790.0,
        "from": "2020-09-01",
        "to": "2020-09-01"
      },
      "clean_count": 1,
      "scope_counts": {
        "license": 1
      },
      "observed_low": 6790.0,
      "observed_high": 6790.0,
      "observed_median": 6790.0,
      "observed_total": 6790.0,
      "award_count": 1,
      "agency_count": 1,
      "date_range": {
        "from": "2020-09-01",
        "to": "2020-09-01"
      },
      "last_verified": "2026-10-05",
      "name": "BigQuery",
      "slug": "bigquery",
      "prose": {
        "answer_lead": "Public agencies have reported contract awards for Google Cloud BigQuery. Google LLC lists a price of $6.25 per tebibyte scanned for on-demand queries.",
        "renewal_watch": "The single recorded award for Google Cloud BigQuery, dated 2020-09-01, was for $6,790 and described as \"GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY.\" This suggests a purchase of platform credits that can be used for BigQuery. The description does not specify a duration for the access.",
        "faq": [
          {
            "question": "What is the typical cost for Google Cloud BigQuery based on public records?",
            "answer": "One contract award for Google Cloud BigQuery was observed. This award was for $6,790 and included purchases for licenses, services, training, and bundled products.",
            "award_ids": []
          },
          {
            "question": "Are there any hidden fees associated with Google Cloud BigQuery purchases?",
            "answer": "The available evidence does not explicitly detail hidden fees. The single recorded award for $6,790 was for \"GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY.\" This suggests a credit-based system where costs are incurred as services are consumed.",
            "award_ids": [
              "N6227120F1097"
            ]
          },
          {
            "question": "What kind of purchases are included in the reported contract totals for Google Cloud BigQuery?",
            "answer": "The reported contract totals for Google Cloud BigQuery cover every recorded award, including licenses, services, training, and multi-product purchases. For example, one award for $6,790 was specifically for \"GOOGLE CLOUD PLATFORM POINTS FOR ACCESS TO GOOGLE BIG QUERY.\"",
            "award_ids": [
              "N6227120F1097"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "The lowest recorded contract amount is $6,790 from contract 20329700001.",
            "The highest recorded contract amount is $6,790 from contract 20329700001."
          ],
          "rewritten": [
            "Public agencies have reported contract awards for Google Cloud BigQuery ranging ",
            "Public agencies have reported contract awards for Google Cloud BigQuery. The low",
            "The single recorded award for Google Cloud BigQuery, dated 2020-09-01, was for $",
            "Based on the available public records, the observed contract awards for Google C",
            "Based on the available public records, one contract award for Google Cloud BigQu",
            "The available evidence does not explicitly detail hidden fees. The single record"
          ],
          "faq_in": 3,
          "faq_dropped": 0,
          "faq_kept": 3,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 1 public contract awards from 1 awarding agencies.",
          "Only 1 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
          "The lowest observed award is below the median by a factor of 1.0, and the highest is 1.0 times the lowest.",
          "1 of 1 awards (100%) come from Department of Defense.",
          "The most frequent recipient across these awards is THUNDERCAT TECHNOLOGY, LLC, on 1 awards (100%).",
          "The records span 2020-09-01 to 2020-09-01."
        ],
        "numbers": [
          100,
          100,
          1.0,
          1.0,
          1,
          1,
          1,
          1,
          0
        ],
        "basis_sentence": "Only 1 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
        "scope_counts": {
          "license": 1
        },
        "agency_names": [
          "Department of Defense"
        ],
        "agency_counts": {
          "Department of Defense": 1
        },
        "recipient_counts": {
          "THUNDERCAT TECHNOLOGY, LLC": 1
        },
        "top_agency": "Department of Defense",
        "top_recipient": "THUNDERCAT TECHNOLOGY, LLC",
        "spread_ratio": 1.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for BigQuery\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$3k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$7k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-median\"/><text x=\"704\" y=\"18.0\" class=\"pp-median-label\" text-anchor=\"end\">median $7k</text><rect x=\"179.1\" y=\"24.0\" width=\"401.8\" height=\"192.0\" class=\"pp-bar\"><title>N6227120F1097 — $7k — Department of Defense — 2020-09-01</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2020-09-01</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2020-09-01</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (1 awards, obligated)</text></svg>",
      "published_date": "2026-08-24",
      "url": "/bigquery/",
      "changelog": [
        {
          "date": "2026-08-24",
          "note": "Initial publication: 1 awards, $6,790–$6,790."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    },
    "redshift": {
      "product_slug": "redshift",
      "product_name": "Amazon Redshift",
      "vendor": "Amazon Web Services",
      "list_price": {
        "value": 0.543,
        "unit": "USD per hour (starting)",
        "publisher": "Amazon Web Services, Inc.",
        "url": "https://aws.amazon.com/redshift/pricing/",
        "quote": "Redshift Provisioned starts at $0.543 per hour",
        "captured_at": "2026-10-05",
        "verified": true
      },
      "awards": [
        {
          "award_id": "273FCC22F0158",
          "recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
          "resolved_vendor": null,
          "match_method": "description",
          "match_confidence": 0.95,
          "agency": "Federal Communications Commission",
          "sub_agency": "Federal Communications Commission",
          "action_date": "2022-08-31",
          "end_date": "2024-06-30",
          "amount": 15442.0,
          "amount_basis": "obligated",
          "evidence_type": "contract_total",
          "unit_price": null,
          "scope": "unknown",
          "scope_reason": "scope not stated",
          "description_excerpt": "SAS ACCESS AMAZON REDSHIFT",
          "psc_code": "7A21",
          "source_url": "https://www.usaspending.gov/award/CONT_AWD_273FCC22F0158_2700_47QTCA18D0081_4732"
        }
      ],
      "hidden_costs": [],
      "headline_basis": "all",
      "headline_count": 1,
      "headline_band": {
        "basis": "all",
        "scope": "all recorded",
        "n": 1,
        "low": 15442.0,
        "p25": 15442.0,
        "median": 15442.0,
        "p75": 15442.0,
        "high": 15442.0,
        "from": "2022-08-31",
        "to": "2022-08-31"
      },
      "clean_count": 0,
      "scope_counts": {
        "unknown": 1
      },
      "observed_low": 15442.0,
      "observed_high": 15442.0,
      "observed_median": 15442.0,
      "observed_total": 15442.0,
      "award_count": 1,
      "agency_count": 1,
      "date_range": {
        "from": "2022-08-31",
        "to": "2022-08-31"
      },
      "last_verified": "2026-10-05",
      "name": "Amazon Redshift",
      "slug": "redshift",
      "prose": {
        "answer_lead": "Public agencies have recorded contract awards for Amazon Redshift. The lowest recorded contract award for Amazon Redshift was $15,442. The highest recorded contract award for Amazon Redshift was $15,442.",
        "renewal_watch": "The available evidence shows one contract award for \"SAS ACCESS AMAZON REDSHIFT\" from the Federal Communications Commission for $15,442.",
        "faq": [
          {
            "question": "What is the range of contract awards for Amazon Redshift by public agencies?",
            "answer": "Public agencies have recorded contract awards for Amazon Redshift ranging from $15,442 to $15,442. This range is based on all recorded awards, including services and bundled purchases, as few direct licence or renewal purchases were identified. The single award found was for \"SAS ACCESS AMAZON REDSHIFT.\"",
            "award_ids": [
              "273FCC22F0158"
            ]
          },
          {
            "question": "What was the Federal Communications Commission's contract award for Amazon Redshift?",
            "answer": "The Federal Communications Commission made one contract award for Amazon Redshift. The award was for $15,442 and was described as \"SAS ACCESS AMAZON REDSHIFT.\"",
            "award_ids": [
              "273FCC22F0158"
            ]
          }
        ],
        "_qc": {
          "dropped_sentences": [
            "No information is available about the starting price for Redshift Provisioned.",
            "empty_faq_answer: What is the vendor's listed starting price for Amazon Redshift?"
          ],
          "rewritten": [
            "Public agencies have recorded contract awards for Amazon Redshift ranging from $",
            "Public agencies have recorded contract awards for Amazon Redshift ranging from $",
            "The available evidence shows one contract award for \"SAS ACCESS AMAZON REDSHIFT\"",
            "The Federal Communications Commission made one contract award for Amazon Redshif",
            "Amazon Web Services, the vendor, lists a starting price for Redshift Provisioned",
            "No information is available about the starting price for Redshift Provisioned."
          ],
          "faq_in": 3,
          "faq_dropped": 1,
          "faq_kept": 2,
          "renewal_fallback_used": false,
          "answer_fallback_used": false
        }
      },
      "analysis": {
        "facts": [
          "This page rests on 1 public contract awards from 1 awarding agencies.",
          "Only 0 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
          "The lowest observed award is below the median by a factor of 1.0, and the highest is 1.0 times the lowest.",
          "1 of 1 awards (100%) come from Federal Communications Commission.",
          "The most frequent recipient across these awards is EXECUTIVE INFORMATION SYSTEMS, L.L.C., on 1 awards (100%).",
          "The records span 2022-08-31 to 2022-08-31."
        ],
        "numbers": [
          100,
          100,
          1.0,
          1.0,
          1,
          1,
          1,
          0,
          1
        ],
        "basis_sentence": "Only 0 of the 1 records are licence or renewal purchases, so the figures below cover every recorded award, including services, training and multi-product buys. Treat them as a range, not a rate.",
        "scope_counts": {
          "unknown": 1
        },
        "agency_names": [
          "Federal Communications Commission"
        ],
        "agency_counts": {
          "Federal Communications Commission": 1
        },
        "recipient_counts": {
          "EXECUTIVE INFORMATION SYSTEMS, L.L.C.": 1
        },
        "top_agency": "Federal Communications Commission",
        "top_recipient": "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
        "spread_ratio": 1.0
      },
      "chart_svg": "<svg xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 720 260\" role=\"img\" aria-label=\"Observed award amounts for Amazon Redshift\" class=\"pp-chart\" preserveAspectRatio=\"xMidYMid meet\"><line x1=\"56\" y1=\"24\" x2=\"56\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216\" x2=\"704\" y2=\"216\" class=\"pp-axis\"/><line x1=\"56\" y1=\"216.0\" x2=\"704\" y2=\"216.0\" class=\"pp-grid\"/><text x=\"48\" y=\"220.0\" class=\"pp-tick\" text-anchor=\"end\">$0</text><line x1=\"56\" y1=\"120.0\" x2=\"704\" y2=\"120.0\" class=\"pp-grid\"/><text x=\"48\" y=\"124.0\" class=\"pp-tick\" text-anchor=\"end\">$8k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-grid\"/><text x=\"48\" y=\"28.0\" class=\"pp-tick\" text-anchor=\"end\">$15k</text><line x1=\"56\" y1=\"24.0\" x2=\"704\" y2=\"24.0\" class=\"pp-median\"/><text x=\"704\" y=\"18.0\" class=\"pp-median-label\" text-anchor=\"end\">median $15k</text><rect x=\"179.1\" y=\"24.0\" width=\"401.8\" height=\"192.0\" class=\"pp-bar\"><title>273FCC22F0158 — $15k — Federal Communications Commission — 2022-08-31</title></rect><text x=\"56\" y=\"236\" class=\"pp-tick\">2022-08-31</text><text x=\"704\" y=\"236\" class=\"pp-tick\" text-anchor=\"end\">2022-08-31</text><text x=\"56\" y=\"16\" class=\"pp-title\">Observed award amounts (1 awards, obligated)</text></svg>",
      "published_date": "2026-08-25",
      "url": "/redshift/",
      "changelog": [
        {
          "date": "2026-08-25",
          "note": "Initial publication: 1 awards, $15,442–$15,442."
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        },
        {
          "date": "2026-10-05",
          "note": "Evidence refreshed: no figure moved"
        }
      ]
    }
  },
  "insights": {
    "product_count": 33,
    "award_count": 2368,
    "clean_count": 1589,
    "agency_count": 42,
    "recipient_count": 279,
    "date_from": "2011-12-12",
    "date_to": "2026-10-01",
    "total_obligated": 2116618028.93,
    "clean_total": 1140135172.33,
    "scope_counts": {
      "license": 1006,
      "unknown": 369,
      "support": 231,
      "training": 53,
      "renewal": 583,
      "bundle": 52,
      "modification": 2,
      "services": 72
    },
    "scope_share": {
      "license": 42,
      "unknown": 16,
      "support": 10,
      "training": 2,
      "renewal": 25,
      "bundle": 2,
      "modification": 0,
      "services": 3
    },
    "top_agencies": [
      [
        "Department of Defense",
        712
      ],
      [
        "Department of Homeland Security",
        276
      ],
      [
        "Department of Health and Human Services",
        219
      ],
      [
        "Department of Transportation",
        174
      ],
      [
        "Department of Commerce",
        120
      ],
      [
        "Department of the Treasury",
        119
      ],
      [
        "Department of Justice",
        108
      ],
      [
        "Department of State",
        89
      ],
      [
        "Department of Agriculture",
        69
      ],
      [
        "Department of Veterans Affairs",
        61
      ]
    ],
    "top_recipients": [
      [
        "CARAHSOFT TECHNOLOGY CORP",
        192
      ],
      [
        "NEW TECH SOLUTIONS, INC.",
        141
      ],
      [
        "SOFTWARE INFORMATION RESOURCE CORP.",
        119
      ],
      [
        "EXECUTIVE INFORMATION SYSTEMS, L.L.C.",
        106
      ],
      [
        "GOVSMART, INC.",
        103
      ],
      [
        "CDW GOVERNMENT LLC",
        94
      ],
      [
        "FCN, INC.",
        86
      ],
      [
        "REDHAWK IT SOLUTIONS, LLC",
        72
      ],
      [
        "THUNDERCAT TECHNOLOGY, LLC",
        61
      ],
      [
        "ENTERPRISE TECHNOLOGY SOLUTIONS, INC.",
        58
      ]
    ],
    "largest_products": [
      {
        "slug": "tableau",
        "name": "Tableau",
        "total": 196359648.43,
        "awards": 738
      },
      {
        "slug": "palantir",
        "name": "Palantir",
        "total": 182043747.82,
        "awards": 71
      },
      {
        "slug": "informatica",
        "name": "Informatica",
        "total": 110922920.09,
        "awards": 202
      },
      {
        "slug": "confluent",
        "name": "Confluent",
        "total": 105402244.62,
        "awards": 45
      },
      {
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