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 QTC MANAGEMENT, INC. receiving $227,378,686 in net VA obligations across 5 awards (2007-10-01 to 2012-12-27), above the 90th percentile of VA Staff Offices's recipients, with no VA award action in the 13.7 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 TSICORP receiving $2,500,410 in net VA obligations across 64 awards (2007-10-01 to 2012-12-27), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 years to 2026-09-04.
The dataset shows KLUBER, INC receiving $2,127,021 in net VA obligations across 12 awards (2009-07-01 to 2012-12-28), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 years to 2026-09-04.
The dataset shows DAL CONSTRUCTION LLC receiving $2,401,574 in net VA obligations across 2 awards (2010-03-01 to 2012-12-31), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 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 KAREN RINGSRED MD receiving $2,653,551 in net VA obligations across 2 awards (2008-06-14 to 2013-01-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 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 SYNTHES INCORPORATED receiving $19,181,669 in net VA obligations across 3027 awards (2007-10-01 to 2013-01-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 years to 2026-09-04.
The dataset shows ROYCE CONSTRUCTORS, LLC receiving $6,912,369 in net VA obligations across 7 awards (2009-07-14 to 2013-01-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 years to 2026-09-04.
The dataset shows CENTRAL STATES ORTHOPEDIC SPECIALISTS, INC receiving $3,751,643 in net VA obligations across 1 award (2008-04-01 to 2013-01-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 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 TRYCO ASSOCIATES INC. receiving $5,278,975 in net VA obligations across 12 awards (2007-12-06 to 2013-01-08), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 years to 2026-09-04.
The dataset shows NTT DATA FEDERAL SERVICES, INC. receiving $4,534,152 in net VA obligations across 2 awards (2008-07-17 to 2013-01-08), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 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 CHG MEDICAL STAFFING, INC. receiving $4,642,643 in net VA obligations across 42 awards (2007-10-01 to 2013-01-11), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows TIDEWATER MANAGEMENT LLC receiving $12,205,525 in net VA obligations across 270 awards (2007-10-03 to 2013-01-12), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows EXECUTIVE MEDICAL TRANSPORTATION, INC. receiving $4,797,166 in net VA obligations across 6 awards (2009-03-23 to 2013-01-14), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows KDV, INC receiving $9,862,985 in net VA obligations across 7 awards (2008-06-16 to 2013-01-16), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows CONMED LINVATEC receiving $2,414,929 in net VA obligations across 72 awards (2009-12-23 to 2013-01-19), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows MIDWEST CONTRACTING, INC receiving $15,239,680 in net VA obligations across 34 awards (2007-10-09 to 2013-01-25), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows JPE, INCORPORATED receiving $6,192,558 in net VA obligations across 20 awards (2008-06-25 to 2013-01-27), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows CHW NEVADA IMAGING COMPANY, LLC receiving $20,991,509 in net VA obligations across 8 awards (2008-11-03 to 2013-01-28), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows TAPCO CONSTRUCTION, LLC receiving $10,782,670 in net VA obligations across 23 awards (2007-10-01 to 2013-01-29), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows JPE, INCORPORATED receiving $7,156,310 in net VA obligations across 34 awards (2007-12-13 to 2013-01-29), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows SKILL BUREAU INC, THE receiving $2,369,134 in net VA obligations across 20 awards (2007-10-01 to 2013-01-29), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows SYDNEY, INC. receiving $3,952,808 in net VA obligations across 14 awards (2008-03-03 to 2013-02-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows MEDTRONIC POWERED SURGICAL SOLUTIONS receiving $3,032,003 in net VA obligations across 523 awards (2007-10-01 to 2013-02-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows CWI ENVIRONMENTAL, L.L.C. receiving $2,097,755 in net VA obligations across 3 awards (2011-06-16 to 2013-02-05), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows R.C. CLARK CONTRACTORS, INC. receiving $13,235,371 in net VA obligations across 34 awards (2009-09-17 to 2013-02-06), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows SPECTRUM BUILDING SYSTEMS, LLC receiving $3,280,060 in net VA obligations across 11 awards (2008-09-11 to 2013-02-06), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows HUBWISE LLC receiving $2,979,634 in net VA obligations across 10 awards (2010-07-06 to 2013-02-06), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows PLATINUM SELECT HEALTHCARE STAFFING, INC. receiving $2,773,529 in net VA obligations across 39 awards (2007-10-01 to 2013-02-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows HERITAGE OF AMERICA, LLC receiving $10,480,782 in net VA obligations across 402 awards (2008-07-01 to 2013-02-08), above the 90th percentile of VBA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows MEDICAL STAFFING NETWORK, INC. receiving $12,842,906 in net VA obligations across 161 awards (2007-10-01 to 2013-02-08), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows JOERIS/IECS JV1, LLC receiving $6,221,863 in net VA obligations across 1 award (2010-09-28 to 2013-02-08), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 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 VETERAN'S CONSTRUCTION receiving $2,647,643 in net VA obligations across 4 awards (2008-07-07 to 2013-02-11), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows 229 CONSTRUCTORS, LLC receiving $14,428,168 in net VA obligations across 16 awards (2009-06-23 to 2013-02-12), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows PACRUTA, INC. receiving $9,194,153 in net VA obligations across 11 awards (2010-03-17 to 2013-02-13), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows WEB CONTRACTING INC receiving $16,161,381 in net VA obligations across 50 awards (2007-10-01 to 2013-02-14), above the 90th percentile of VHA's recipients, with no VA award action in the 13.6 years to 2026-09-04.
The dataset shows PUBLIC CONSULTING GROUP LLC receiving $2,672,693 in net VA obligations across 71 awards (2007-10-01 to 2013-02-19), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows AIR IDEAL, INC. receiving $3,377,772 in net VA obligations across 1 award (2011-09-29 to 2013-02-20), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 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 ATI & HKT JVC receiving $2,489,819 in net VA obligations across 1 award (2007-12-21 to 2013-02-20), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 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 CORE CONSTRUCTION SERVICES OF ILLINOIS ,INC. receiving $5,908,427 in net VA obligations across 1 award (2009-09-16 to 2013-02-22), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 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 CAMEO CARE CENTER, INC receiving $2,125,473 in net VA obligations across 10 awards (2007-10-01 to 2013-02-22), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows MED SOURCE SUPPLY AND SERVICE, LLC receiving $2,068,700 in net VA obligations across 279 awards (2010-03-07 to 2013-02-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows DUKE ENERGY CAROLINAS, LLC receiving $4,770,136 in net VA obligations across 8 awards (2007-11-01 to 2013-02-28), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows TEMPS, INC. receiving $4,770,926 in net VA obligations across 29 awards (2008-03-15 to 2013-03-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows UPLIFT INDUSTRIES INC receiving $3,613,721 in net VA obligations across 7 awards (2007-10-01 to 2013-03-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows PURCHASE AREA LAUNDRY SER receiving $2,652,297 in net VA obligations across 1 award (2008-05-30 to 2013-03-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 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 PREMIER CONSTRUCTORS INC receiving $5,513,930 in net VA obligations across 34 awards (2007-11-09 to 2013-03-05), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows ACTIVESTRATEGY, INC. receiving $2,753,578 in net VA obligations across 13 awards (2008-12-31 to 2013-03-06), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 years to 2026-09-04.
The dataset shows CNF CONSTRUCTION A JOINT VENTURE receiving $12,857,318 in net VA obligations across 2 awards (2009-06-12 to 2013-03-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 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 ROMULUS GROUP INC., THE receiving $3,315,171 in net VA obligations across 1 award (2010-05-28 to 2013-03-11), above the 90th percentile of NCA's recipients, with no VA award action in the 13.5 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 STRYKER CONSTRUCTION SERVICES, LLC receiving $9,805,672 in net VA obligations across 2 awards (2009-09-30 to 2013-03-12), above the 90th percentile of VHA's recipients, with no VA award action in the 13.5 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.