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 VETERAN'S CONSTRUCTION OF S.C., LLC receiving $5,607,090 in net VA obligations across 1 award (2009-03-31 to 2010-12-29), above the 90th percentile of VHA's recipients, with no VA award action in the 15.7 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.
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 RELIABLE ELEVATOR, INC. receiving $4,788,998 in net VA obligations across 28 awards (2007-10-01 to 2010-12-29), above the 90th percentile of VHA's recipients, with no VA award action in the 15.7 years to 2026-09-04.
The dataset shows HPH CONSULTING receiving $620,850 in net VA obligations across 5 awards (2008-03-25 to 2010-12-29), above the 90th percentile of VBA's recipients, with no VA award action in the 15.7 years to 2026-09-04.
The dataset shows TEXAS LIQUIDS, LLC receiving $3,705,052 in net VA obligations across 13 awards (2007-11-02 to 2010-12-30), above the 90th percentile of VHA's recipients, with no VA award action in the 15.7 years to 2026-09-04.
The dataset shows INDIANA MICHIGAN POWER COMPANY receiving $4,343,961 in net VA obligations across 31 awards (2007-10-01 to 2011-01-01), above the 90th percentile of VHA's recipients, with no VA award action in the 15.7 years to 2026-09-04.
The dataset shows CAYUGA MEDICAL CENTER AT ITHACA INC receiving $2,190,768 in net VA obligations across 4 awards (2007-10-01 to 2011-01-01), above the 90th percentile of VHA's recipients, with no VA award action in the 15.7 years to 2026-09-04.
The dataset shows IMPACT INNOVATIONS GROUP, LLC receiving $4,156,237 in net VA obligations across 5 awards (2007-10-01 to 2011-01-13), above the 90th percentile of VBA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows PCL CONSTRUCTION SERVICES INC receiving $33,663,887 in net VA obligations across 1 award (2008-08-29 to 2011-01-19), above the 90th percentile of VA Staff Offices's recipients, with no VA award action in the 15.6 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 VETERANS CONSTRUCTION GROUP, L.L.C. receiving $2,045,116 in net VA obligations across 2 awards (2008-08-30 to 2011-01-19), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 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 REGENCY CONSTRUCTORS LLC receiving $5,774,720 in net VA obligations across 11 awards (2008-04-10 to 2011-01-21), above the 90th percentile of NCA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows AMERICAN MEDICAL SERVICES LLC receiving $11,510,421 in net VA obligations across 3 awards (2007-10-30 to 2011-01-24), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows BRAUN TECHNOLOGY SOLUTIONS INC. receiving $7,957,275 in net VA obligations across 10 awards (2008-02-22 to 2011-01-31), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows MAGNUM MEDICAL, JOINT VENTURE receiving $8,770,094 in net VA obligations across 13 awards (2007-10-01 to 2011-02-03), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows ARBOR TEMPORARY SERVICES, INC. receiving $5,128,642 in net VA obligations across 50 awards (2007-10-01 to 2011-02-08), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows KIMBERLY-CLARK CORPORATION receiving $2,983,982 in net VA obligations across 2075 awards (2007-10-01 to 2011-02-08), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows RAND CONSTRUCTION COMPANY receiving $2,177,680 in net VA obligations across 1 award (2008-09-12 to 2011-02-08), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 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 READY & RESPONSIBLE SECURITY, INC receiving $2,675,647 in net VA obligations across 4 awards (2007-10-01 to 2011-02-10), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows CJM'S CONSTRUCTION INC receiving $2,899,788 in net VA obligations across 9 awards (2008-07-31 to 2011-02-11), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows VSGI-ERA VALDIVIA A JOINT VENTURE receiving $6,138,022 in net VA obligations across 19 awards (2009-10-01 to 2011-02-15), above the 90th percentile of VHA's recipients, with no VA award action in the 15.6 years to 2026-09-04.
The dataset shows KREMERS URBAN, LLC receiving $17,087,327 in net VA obligations across 12 awards (2007-11-07 to 2011-02-17), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows HOUSE CROSS CARE CENTERS INCORPORATED receiving $2,492,151 in net VA obligations across 14 awards (2007-10-01 to 2011-02-22), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows N-POWELL COMPANY, INC. receiving $4,154,491 in net VA obligations across 22 awards (2008-01-30 to 2011-02-23), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows MPC-G, LLC receiving $7,634,980 in net VA obligations across 134 awards (2007-10-01 to 2011-02-24), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows AMERICAN RED CROSS SOUTHEASTERN MICHIGAN CHAPTER receiving $3,812,577 in net VA obligations across 7 awards (2008-01-01 to 2011-02-24), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows VANDERBILT UNIVERSITY receiving $2,290,487 in net VA obligations across 5 awards (2007-10-01 to 2011-02-25), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows HAGER CONSTRUCTION, LLC receiving $5,361,674 in net VA obligations across 1 award (2009-05-18 to 2011-03-01), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 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 VETERANS HEALTH ADMINISTRATION receiving $10,510,000 in net VA obligations across 2 awards (2009-04-01 to 2011-03-02), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 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 OMEGA GENERAL CONTRACTORS, INC. receiving $6,011,017 in net VA obligations across 2 awards (2008-05-07 to 2011-03-02), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 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 JORDAN RESES SUPPLY COMPANY LIMITED LIABILITY COMPANY receiving $24,405,373 in net VA obligations across 1839 awards (2007-10-01 to 2011-03-04), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows MID-SOUTH CLEANING SERVICES, INC receiving $2,106,073 in net VA obligations across 2 awards (2008-04-15 to 2011-03-16), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 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 AMERICAN VETERAN CONSTRUCTION CO. receiving $8,114,232 in net VA obligations across 4 awards (2008-05-21 to 2011-03-23), above the 90th percentile of VHA's recipients, with no VA award action in the 15.5 years to 2026-09-04.
The dataset shows DEL MAR INCORPORATED receiving $3,613,303 in net VA obligations across 61 awards (2007-10-01 to 2011-03-24), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows RADI MEDICAL SYSTEMS INC receiving $2,173,652 in net VA obligations across 503 awards (2007-10-01 to 2011-03-24), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows VERTEX SOLUTIONS, LLC receiving $18,562,908 in net VA obligations across 10 awards (2007-10-05 to 2011-03-31), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows MCLAREN OAKLAND receiving $2,888,569 in net VA obligations across 4 awards (2009-06-29 to 2011-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows CORAM ALTERNATE SITE SERVICES INC receiving $2,006,246 in net VA obligations across 1 award (2008-04-09 to 2011-04-12), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 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 NORTHERN STATES POWER COMPANY receiving $4,263,356 in net VA obligations across 9 awards (2007-10-01 to 2011-04-13), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows PIONEER BUILDERS, INC. receiving $9,438,462 in net VA obligations across 18 awards (2007-10-19 to 2011-04-19), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows TROOP CONSTRUCTION & ELECTRIC INC. receiving $3,822,233 in net VA obligations across 18 awards (2007-10-12 to 2011-04-21), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows 3 D CONTRACTING INC/ WESTERN STATES CONSTRUCTION J V receiving $5,646,890 in net VA obligations across 2 awards (2008-05-28 to 2011-04-22), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 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 IRONBRIDGE CONSTRUCTION, INC receiving $10,908,265 in net VA obligations across 10 awards (2007-10-30 to 2011-04-25), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 years to 2026-09-04.
The dataset shows CARL WALKER CONSTRUCTION GROUP, INC. receiving $6,011,415 in net VA obligations across 1 award (2009-04-29 to 2011-04-25), above the 90th percentile of VHA's recipients, with no VA award action in the 15.4 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 KYPHON INC. receiving $2,431,343 in net VA obligations across 299 awards (2007-10-02 to 2011-05-02), 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 SOFTCARE INNOVATIONS INC. receiving $2,630,165 in net VA obligations across 149 awards (2007-10-15 to 2011-05-06), 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 SANNIPOLI CORPORATION receiving $2,302,355 in net VA obligations across 5 awards (2008-03-05 to 2011-05-18), 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 JEN-KPH JOINT VENTURE receiving $5,231,424 in net VA obligations across 4 awards (2008-06-09 to 2011-05-19), 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 SETTERLIN BUILDING COMPANY receiving $9,122,146 in net VA obligations across 1 award (2008-09-30 to 2011-05-20), above the 90th percentile of VHA's recipients, with no VA award action in the 15.3 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 H-S JOINT VENTURE, LLC receiving $6,738,020 in net VA obligations across 1 award (2009-09-30 to 2011-05-23), above the 90th percentile of VHA's recipients, with no VA award action in the 15.3 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 CAREER CENTER INC receiving $6,303,660 in net VA obligations across 498 awards (2007-10-01 to 2011-05-23), 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 WAL-STAF TEMPORARY SERVICES, INC. receiving $2,310,843 in net VA obligations across 162 awards (2007-10-01 to 2011-05-23), above the 90th percentile of VHA's recipients, with no VA award action in the 15.3 years to 2026-09-04.