Loading pattern matches
The dataset shows non-government recipients that received substantial VA obligations and then had no VA award action for three years or more — a prompt to confirm closeout and any successor entity.
Glassbox VA surfaces correlations and observations, not findings of misconduct. Severity is the size of the match (dollars, growth ratio, concentration or firm count), not the likelihood of a problem; evidence strength (0–1) shows how well the data supports the match. Both are a starting point for review, not a verdict.
The match meets the pattern threshold, in the lower size band.
A mid-sized match. Pull the source records and read the listed benign explanations first.
The largest size band for this pattern. Larger matches are listed first; size is not evidence of a problem.
Severity is computed from the detection signal · recipient net obligations ≥ p90 of recipient totals within its primary administration AND ≥ $500K floor · latest action_date < as-of − 36 months, as-of = latest award action ≤ today · awards to individuals and government bodies excluded · severity capped at attention · signal = years without an award action
The dataset shows HSU DEVELOPMENT, INC. receiving $3,075,789 in net VA obligations across 11 awards (2008-05-29 to 2011-05-27), above the 90th percentile of VHA's recipients, with no VA award action in the 15.3 years to 2026-09-04.
Once a match is identified, the dataset suggests these review actions. Glassbox VA does not prescribe outcomes — these are calibrated options for contracting officers, auditors, and program officers, framed as correlations to investigate.
Were final invoices paid, deliverables accepted and unliquidated balances deobligated on the recipient's last awards?
Search SAM.gov for the UEI. A completed program or expired vehicle explains most silence; a vanished entity after large payments is worth a closer look.
These are calibrated suggestions, not directives. The dataset shows the pattern; the responsible officials decide the response.
Aggregated from the matches below. Severity bands are calibrated per pattern; counts and dollar totals reflect this snapshot only.
The dataset shows EL CENTRO FAMILY HEALTH receiving $6,196,919 in net VA obligations across 7 awards (2007-10-02 to 2011-05-31), above the 90th percentile of VHA's recipients, with no VA award action in the 15.3 years to 2026-09-04.
The dataset shows WJMC LLC receiving $10,935,898 in net VA obligations across 6 awards (2008-08-22 to 2011-06-01), above the 90th percentile of VHA's recipients, with no VA award action in the 15.3 years to 2026-09-04.
The dataset shows YORK RIVER ELECTRIC, INC. receiving $2,461,023 in net VA obligations across 21 awards (2007-10-31 to 2011-06-03), above the 90th percentile of VHA's recipients, with no VA award action in the 15.3 years to 2026-09-04.
The dataset shows LIMESTONE DEVELOPMENT, LLC receiving $9,300,976 in net VA obligations across 2 awards (2009-02-26 to 2011-06-06), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows PRIORITY SERVICES, L.L.C. receiving $3,019,301 in net VA obligations across 14 awards (2007-10-16 to 2011-06-06), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
The dataset shows US FOODS, INC. receiving $15,752,711 in net VA obligations across 332 awards (2007-10-01 to 2011-06-13), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
The dataset shows TYRO GENERAL CONSTRUCTION receiving $4,330,811 in net VA obligations across 123 awards (2007-10-01 to 2011-06-13), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
The dataset shows LM2 CONSTRUCTION CO., INC. receiving $17,653,015 in net VA obligations across 32 awards (2008-09-25 to 2011-06-17), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
The dataset shows CLEARAVENUE LLC receiving $13,522,420 in net VA obligations across 7 awards (2008-09-07 to 2011-06-24), above the 90th percentile of VA Staff Offices's recipients, with no VA award action in the 15.2 years to 2026-09-04.
The dataset shows FOUR BEARS CONSTRUCTION, INC. receiving $9,138,284 in net VA obligations across 42 awards (2007-10-04 to 2011-06-27), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
The dataset shows BRANSON EXECUTIVE CENTER, L.P. receiving $2,358,336 in net VA obligations across 3 awards (2008-10-01 to 2011-06-28), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
The dataset shows SANDISFIELD HEALTH GROUP, LLC receiving $2,348,549 in net VA obligations across 2 awards (2007-12-12 to 2011-06-28), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows ISSE, LLC receiving $3,853,847 in net VA obligations across 2 awards (2009-09-15 to 2011-06-29), above the 90th percentile of VHA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows QRF CORP. receiving $3,885,704 in net VA obligations across 2 awards (2008-08-29 to 2011-07-08), above the 90th percentile of NCA's recipients, with no VA award action in the 15.2 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows ATS FIDELIS GROUP, INC. receiving $8,192,808 in net VA obligations across 18 awards (2008-05-05 to 2011-07-12), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows DAV CONSTRUCTION CO. receiving $16,132,809 in net VA obligations across 33 awards (2008-07-29 to 2011-07-18), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows MERCK SHARP & DOHME CORP. receiving $2,170,830 in net VA obligations across 25 awards (2008-02-12 to 2011-07-19), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows LINE-BY-LINE SERVICES INCORPORATED receiving $2,126,359 in net VA obligations across 7 awards (2009-12-01 to 2011-07-19), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows VETCOM GROUP, INC., THE receiving $4,664,098 in net VA obligations across 1 award (2009-06-22 to 2011-07-20), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows PHOENIX INDUSTRIES LLC receiving $8,779,296 in net VA obligations across 32 awards (2007-10-01 to 2011-07-22), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows ROODMAN, STEVEN receiving $3,701,460 in net VA obligations across 5 awards (2008-10-01 to 2011-07-26), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows ORION SHARED SERVICES INC receiving $2,627,302 in net VA obligations across 2 awards (2008-02-27 to 2011-08-01), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows MESSER CONSTRUCTION CO receiving $7,319,473 in net VA obligations across 1 award (2009-02-04 to 2011-08-05), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows SPSS INC. receiving $2,741,329 in net VA obligations across 193 awards (2007-10-01 to 2011-08-08), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows NATIONAL SHOOTING SPORTS FOUNDATION, INC. receiving $3,065,696 in net VA obligations across 1 award (2009-09-22 to 2011-08-09), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows DADE BEHRING INCORPORATED receiving $3,661,602 in net VA obligations across 194 awards (2007-10-01 to 2011-08-10), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows STOKES WEBB, LLC receiving $22,276,807 in net VA obligations across 65 awards (2008-01-29 to 2011-08-11), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows ECC CONSTRUCTION LLC receiving $13,672,180 in net VA obligations across 5 awards (2008-12-15 to 2011-08-11), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows NATIONAL HEALTHCARE STAFFING, LLC receiving $3,501,408 in net VA obligations across 25 awards (2007-10-01 to 2011-08-11), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows BOB SMITH CONTRACTORS INC receiving $5,361,717 in net VA obligations across 6 awards (2008-10-23 to 2011-08-12), above the 90th percentile of VHA's recipients, with no VA award action in the 15.1 years to 2026-09-04.
The dataset shows AUTOMATED DATA SERVICE receiving $5,565,521 in net VA obligations across 6 awards (2007-10-01 to 2011-08-22), above the 90th percentile of VHA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
The dataset shows VETERANS CONSTRUCTION, LLC receiving $4,892,455 in net VA obligations across 6 awards (2009-06-19 to 2011-08-23), above the 90th percentile of VHA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
The dataset shows BIO-CONTROL SYSTEMS, INC. receiving $1,091,418 in net VA obligations across 1 award (2011-08-23 to 2011-08-23), above the 90th percentile of NCA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows BANNER ENVIRONMENTAL AND CONSTRUCTION SERVICES, INC. receiving $5,752,499 in net VA obligations across 46 awards (2007-10-23 to 2011-08-29), above the 90th percentile of VHA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
The dataset shows SONORAN TECHNOLOGY & PROFESSIONAL SERVICES LLC receiving $2,426,855 in net VA obligations across 3 awards (2010-04-22 to 2011-08-29), above the 90th percentile of VHA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
The dataset shows REGENTS OF THE UNIVERSITY OF CALIFORNIA, THE receiving $2,670,623 in net VA obligations across 15 awards (2008-01-02 to 2011-08-30), above the 90th percentile of VHA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
The dataset shows CHICAGO TITLE INSURANCE COMPANY receiving $4,755,265 in net VA obligations across 1 award (2011-08-31 to 2011-08-31), above the 90th percentile of VHA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows WALCO, INC. receiving $2,285,320 in net VA obligations across 7 awards (2009-08-28 to 2011-09-01), above the 90th percentile of NCA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
The dataset shows PLATINUM DRYWALL, INC. receiving $5,489,888 in net VA obligations across 2 awards (2008-04-14 to 2011-09-02), above the 90th percentile of VHA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows YUROK TRIBE receiving $3,318,990 in net VA obligations across 1 award (2011-09-13 to 2011-09-13), above the 90th percentile of NCA's recipients, with no VA award action in the 15.0 years to 2026-09-04.
Why this may be benign · A single large construction, equipment or research award is expected to be followed by silence; one-off funding followed by inactivity is not a concern on its own.
The dataset shows BENCHMARK HEADSTONES, LLC receiving $2,319,165 in net VA obligations across 21 awards (2007-11-01 to 2011-09-23), above the 90th percentile of NCA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows DINEX INTERNATIONAL, INC receiving $2,146,434 in net VA obligations across 26 awards (2007-10-15 to 2011-09-25), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows DD & F INDUSTRIES LLC receiving $2,086,838 in net VA obligations across 35 awards (2007-10-01 to 2011-09-26), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows ISOBUNKERS, L.L.C. receiving $9,476,936 in net VA obligations across 33 awards (2007-10-06 to 2011-09-29), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows HALO BRANDED SOLUTIONS INC receiving $3,281,682 in net VA obligations across 24 awards (2007-10-31 to 2011-09-29), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows SBC GLOBAL SERVICES, INC. receiving $2,319,440 in net VA obligations across 48 awards (2008-08-28 to 2011-09-29), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows HOLMES COMPANY CONSULTING, LLC receiving $6,872,519 in net VA obligations across 8 awards (2008-10-01 to 2011-09-30), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows INLAND ENDOSCOPY CENTER receiving $3,274,741 in net VA obligations across 5 awards (2007-10-01 to 2011-09-30), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.
The dataset shows PEPCO ENERGY SERVICES, INC. receiving $7,177,059 in net VA obligations across 4 awards (2009-10-01 to 2011-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.9 years to 2026-09-04.