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 TOMORROW'S SOLUTIONS TODAY INC receiving $7,658,005 in net VA obligations across 2 awards (2009-03-01 to 2010-01-25), above the 90th percentile of VHA's recipients, with no VA award action in the 16.6 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.
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 QUANTUM HEALTHCARE MEDICAL ASSOCIATES INC receiving $5,074,653 in net VA obligations across 7 awards (2008-05-01 to 2010-01-26), above the 90th percentile of VHA's recipients, with no VA award action in the 16.6 years to 2026-09-04.
The dataset shows COBALT LABORATORIES INC. receiving $2,212,866 in net VA obligations across 9 awards (2007-10-19 to 2010-01-28), above the 90th percentile of VHA's recipients, with no VA award action in the 16.6 years to 2026-09-04.
The dataset shows MIDWEST PAVING, INC. receiving $3,134,120 in net VA obligations across 6 awards (2007-10-29 to 2010-02-01), above the 90th percentile of VHA's recipients, with no VA award action in the 16.6 years to 2026-09-04.
The dataset shows HAMMWER-NWR JV-2 receiving $2,318,664 in net VA obligations across 4 awards (2008-09-08 to 2010-02-05), above the 90th percentile of VHA's recipients, with no VA award action in the 16.6 years to 2026-09-04.
The dataset shows INMED CORPORATION receiving $2,899,083 in net VA obligations across 1980 awards (2007-10-02 to 2010-02-08), above the 90th percentile of VHA's recipients, with no VA award action in the 16.6 years to 2026-09-04.
The dataset shows TMAD CIVIL, INC. receiving $2,080,140 in net VA obligations across 17 awards (2008-01-16 to 2010-02-12), above the 90th percentile of VHA's recipients, with no VA award action in the 16.6 years to 2026-09-04.
The dataset shows CARIBE OPTI LAB , INC. receiving $4,202,837 in net VA obligations across 2 awards (2007-10-01 to 2010-02-16), above the 90th percentile of VHA's recipients, with no VA award action in the 16.5 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 SMALL BUSINESS CONSOLIDATED REPORTING receiving $159,208,169 in net VA obligations across 1314 awards (2007-10-01 to 2010-02-19), above the 90th percentile of VHA's recipients, with no VA award action in the 16.5 years to 2026-09-04.
The dataset shows LIFECARE SOLUTIONS, INC. receiving $2,392,100 in net VA obligations across 67 awards (2007-10-02 to 2010-02-24), above the 90th percentile of VHA's recipients, with no VA award action in the 16.5 years to 2026-09-04.
The dataset shows GLAXOSMITHKLINE HOLDINGS (AMERICAS) INC. receiving $7,318,172 in net VA obligations across 165 awards (2007-10-02 to 2010-03-10), above the 90th percentile of VHA's recipients, with no VA award action in the 16.5 years to 2026-09-04.
The dataset shows DIMENSIONS CONSTRUCTION, INC. receiving $2,073,769 in net VA obligations across 3 awards (2008-06-20 to 2010-03-17), above the 90th percentile of VHA's recipients, with no VA award action in the 16.5 years to 2026-09-04.
The dataset shows S & M & ASSOCIATES, INC. receiving $2,469,018 in net VA obligations across 20 awards (2007-10-10 to 2010-03-31), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows BAE SYSTEMS INFORMATION SOLUTIONS INC. receiving $2,272,989 in net VA obligations across 5 awards (2007-10-01 to 2010-04-01), above the 90th percentile of VBA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows LEI CONSTRUCTION, INC. receiving $9,614,082 in net VA obligations across 6 awards (2008-01-07 to 2010-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows PROFESSIONAL TRANSPORTATION CORP receiving $2,197,586 in net VA obligations across 3 awards (2007-10-01 to 2010-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows PHEONIX CONSTRUCTION, INC. receiving $5,430,549 in net VA obligations across 33 awards (2007-10-12 to 2010-04-19), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows CHEMICAL & HAZMAT TECHNOLOGY receiving $2,064,833 in net VA obligations across 17 awards (2007-11-01 to 2010-04-20), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows VECTOR TECHNICAL RESOURCES, INC. receiving $8,712,600 in net VA obligations across 4 awards (2009-04-17 to 2010-04-21), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows CACI INC - FEDERAL receiving $1,005,557 in net VA obligations across 1 award (2008-02-06 to 2010-04-21), above the 90th percentile of VBA's recipients, with no VA award action in the 16.4 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 EPC CORPORATION receiving $3,943,271 in net VA obligations across 2 awards (2008-04-10 to 2010-04-28), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 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 UTILITY CONSTRUCTION COMPANY, INC. receiving $3,390,689 in net VA obligations across 1 award (2008-05-22 to 2010-04-28), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 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 IKON CONSTRUCTION GROUP, LLC receiving $2,531,807 in net VA obligations across 20 awards (2007-10-05 to 2010-04-28), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows WYNEMA INC receiving $3,865,790 in net VA obligations across 4 awards (2007-10-11 to 2010-04-29), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows PROGRESSIVE CONCEPTS ARCHITECTS BUILDERS INC receiving $3,081,489 in net VA obligations across 63 awards (2007-11-28 to 2010-04-29), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows WOOD CONCEPT SPECIALTY INC. receiving $2,748,624 in net VA obligations across 4 awards (2007-10-09 to 2010-04-29), above the 90th percentile of VHA's recipients, with no VA award action in the 16.4 years to 2026-09-04.
The dataset shows S M TRANSPORTATION LTD receiving $2,371,179 in net VA obligations across 9 awards (2007-10-01 to 2010-05-06), above the 90th percentile of VHA's recipients, with no VA award action in the 16.3 years to 2026-09-04.
The dataset shows B-NEXT & OLD VETERAN JV receiving $2,655,596 in net VA obligations across 36 awards (2008-07-10 to 2010-05-11), above the 90th percentile of VHA's recipients, with no VA award action in the 16.3 years to 2026-09-04.
The dataset shows WASHINGTON REGIONAL MEDICAL CENTER receiving $5,653,776 in net VA obligations across 26 awards (2007-10-01 to 2010-05-17), above the 90th percentile of VHA's recipients, with no VA award action in the 16.3 years to 2026-09-04.
The dataset shows BUREAU OF OFFICE SERVICES, INC receiving $3,270,397 in net VA obligations across 19 awards (2007-10-01 to 2010-05-17), above the 90th percentile of VHA's recipients, with no VA award action in the 16.3 years to 2026-09-04.
The dataset shows GENERAL INJECTABLES & VACCINES, INC. receiving $8,160,707 in net VA obligations across 164 awards (2008-03-03 to 2010-05-20), above the 90th percentile of VHA's recipients, with no VA award action in the 16.3 years to 2026-09-04.
The dataset shows RANGER GROUP LLC, THE receiving $7,200,813 in net VA obligations across 12 awards (2008-06-02 to 2010-05-21), above the 90th percentile of VHA's recipients, with no VA award action in the 16.3 years to 2026-09-04.
The dataset shows MOTZKO COMPANY USA, LLC receiving $2,348,348 in net VA obligations across 3 awards (2008-03-20 to 2010-05-28), above the 90th percentile of NCA's recipients, with no VA award action in the 16.3 years to 2026-09-04.
The dataset shows AZTEC ELECTRIC, INC. receiving $3,093,678 in net VA obligations across 2 awards (2008-06-30 to 2010-06-01), above the 90th percentile of VHA's recipients, with no VA award action in the 16.3 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 EXPLORE GENERAL, INC. receiving $1,285,854 in net VA obligations across 1 award (2009-09-29 to 2010-06-04), above the 90th percentile of NCA's recipients, with no VA award action in the 16.3 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 VETERANS CONSTRUCTION GROUP receiving $5,154,075 in net VA obligations across 3 awards (2009-01-09 to 2010-06-07), above the 90th percentile of VHA's recipients, with no VA award action in the 16.2 years to 2026-09-04.
The dataset shows GRAY BEAR CONSTRUCTION CO/ASMI JOINT VENTURE receiving $4,618,997 in net VA obligations across 1 award (2009-01-10 to 2010-06-07), above the 90th percentile of VHA's recipients, with no VA award action in the 16.2 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 LASON SERVICES INCORPORATED receiving $4,641,410 in net VA obligations across 2 awards (2007-10-01 to 2010-06-10), above the 90th percentile of VBA's recipients, with no VA award action in the 16.2 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 AKAHI SERVICES, INC receiving $4,828,984 in net VA obligations across 1 award (2009-07-24 to 2010-06-11), above the 90th percentile of NCA's recipients, with no VA award action in the 16.2 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 VTSERIE, LLC receiving $4,619,270 in net VA obligations across 1 award (2008-09-30 to 2010-06-25), above the 90th percentile of VHA's recipients, with no VA award action in the 16.2 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 NAUSET CONSTRUCTION CORPORATION receiving $6,698,948 in net VA obligations across 8 awards (2008-09-25 to 2010-06-30), above the 90th percentile of VHA's recipients, with no VA award action in the 16.2 years to 2026-09-04.
The dataset shows ERA CONSTRUCTION INC receiving $2,428,657 in net VA obligations across 26 awards (2008-01-24 to 2010-06-30), above the 90th percentile of VHA's recipients, with no VA award action in the 16.2 years to 2026-09-04.
The dataset shows TEXAS IMAGING SERVICES OF EL PASO, INC. receiving $2,738,550 in net VA obligations across 6 awards (2008-10-01 to 2010-07-01), above the 90th percentile of VHA's recipients, with no VA award action in the 16.2 years to 2026-09-04.
The dataset shows DVA RENAL HEALTHCARE, INC. receiving $6,075,911 in net VA obligations across 18 awards (2007-11-15 to 2010-07-06), above the 90th percentile of VHA's recipients, with no VA award action in the 16.2 years to 2026-09-04.
The dataset shows EISENHOWER RIDGE ASSOCIATION receiving $3,478,203 in net VA obligations across 2 awards (2009-10-02 to 2010-07-12), above the 90th percentile of VHA's recipients, with no VA award action in the 16.1 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 UNIVERSITY INTERNAL MEDICINE ASSOCIATES, INC. receiving $5,467,351 in net VA obligations across 11 awards (2007-10-01 to 2010-07-15), above the 90th percentile of VHA's recipients, with no VA award action in the 16.1 years to 2026-09-04.
The dataset shows TOTOLO CONSTRUCTION, LLC receiving $8,283,169 in net VA obligations across 22 awards (2007-11-14 to 2010-07-20), above the 90th percentile of VHA's recipients, with no VA award action in the 16.1 years to 2026-09-04.
The dataset shows OHIO VETERANS HOME AGENCY receiving $6,153,270 in net VA obligations across 7 awards (2009-09-02 to 2010-07-20), above the 90th percentile of VHA's recipients, with no VA award action in the 16.1 years to 2026-09-04.
The dataset shows MAINE VETERANS HOMES receiving $3,524,495 in net VA obligations across 13 awards (2009-10-01 to 2010-07-20), above the 90th percentile of VHA's recipients, with no VA award action in the 16.1 years to 2026-09-04.
The dataset shows TOTOLO/KING JOINT VENTURE receiving $7,154,180 in net VA obligations across 3 awards (2008-09-30 to 2010-07-28), above the 90th percentile of VHA's recipients, with no VA award action in the 16.1 years to 2026-09-04.