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 BROWN CONSTRUCTION MANAGEMENT INC. receiving $6,632,275 in net VA obligations across 1 award (2009-12-03 to 2012-09-14), above the 90th percentile of VHA's recipients, with no VA award action in the 14.0 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.
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 GC&P FAB-CON LLC receiving $33,817,702 in net VA obligations across 1 award (2009-09-03 to 2012-09-18), above the 90th percentile of VA Staff Offices's recipients, with no VA award action in the 14.0 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 ROSEBUD SIOUX TRIBE receiving $7,400,365 in net VA obligations across 2 awards (2011-08-15 to 2012-09-21), above the 90th percentile of NCA's recipients, with no VA award action in the 14.0 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 LOMA LINDA UNIVERSITY HEALTH CARE receiving $38,477,966 in net VA obligations across 20 awards (2008-01-20 to 2012-09-24), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows HAWAII LIFE FLIGHT CORPORATION receiving $2,052,512 in net VA obligations across 3 awards (2010-12-23 to 2012-09-24), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows EAGLE & III, INC. receiving $2,045,608 in net VA obligations across 3 awards (2010-09-21 to 2012-09-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows CHEVRON CONSTRUCTION SERVICES, LLC receiving $2,468,775 in net VA obligations across 10 awards (2008-06-26 to 2012-09-27), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows WMC/RSP CONSTRUCTION JV receiving $6,592,358 in net VA obligations across 2 awards (2010-07-27 to 2012-09-29), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 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 A T AND T CORPORATION (0000) receiving $13,125,470 in net VA obligations across 21 awards (2008-04-28 to 2012-09-30), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows CARDINAL HEALTH 301 INCORPORATED receiving $3,965,858 in net VA obligations across 107 awards (2007-10-01 to 2012-09-30), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows MICRO EAR TECHNOLOGY, INC receiving $59,096,502 in net VA obligations across 205 awards (2007-10-01 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows DTE ELECTRIC COMPANY receiving $7,339,467 in net VA obligations across 5 awards (2007-10-01 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows MARIP INTERNATIONAL LLC receiving $771,600 in net VA obligations across 1 award (2011-08-29 to 2012-10-01), above the 90th percentile of VBA's recipients, with no VA award action in the 13.9 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 BLOOD SYSTEMS INC receiving $3,775,120 in net VA obligations across 1 award (2008-10-10 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 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 THOMSON HEALTHCARE INC. receiving $3,488,831 in net VA obligations across 35 awards (2007-10-01 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows AMERICAN CHAIRCAR SERVICES, LLC receiving $3,450,310 in net VA obligations across 4 awards (2008-09-19 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows MITEL NETWORKS, INC. receiving $3,069,514 in net VA obligations across 99 awards (2007-10-01 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows UNIVERSITY OF FLORIDA receiving $2,790,593 in net VA obligations across 114 awards (2007-10-05 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows HARBORSIDE OF CLEVELAND LIMITED PARTNERSHIP receiving $2,690,580 in net VA obligations across 3 awards (2010-10-01 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows DESERT IMAGING SERVICES, L.P. receiving $2,416,768 in net VA obligations across 7 awards (2008-10-01 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows COASTAL EXTRACORPOREAL TECHNOLOGY, INC. receiving $2,120,600 in net VA obligations across 15 awards (2007-10-01 to 2012-10-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows ELECTRIC MOBILITY CORPORATION receiving $10,574,674 in net VA obligations across 629 awards (2007-10-01 to 2012-10-05), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows GLOBAL MAIL INCORPORATED receiving $2,468,603 in net VA obligations across 2 awards (2007-10-01 to 2012-10-10), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 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 LEE KENNEDY CO., INC. receiving $2,142,364 in net VA obligations across 2 awards (2009-06-25 to 2012-10-12), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 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 LINDSAY CONSTRUCTION GROUP, LLC receiving $2,074,371 in net VA obligations across 1 award (2011-06-09 to 2012-10-12), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 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 ENERGY HARBOR LLC receiving $2,188,000 in net VA obligations across 3 awards (2011-07-08 to 2012-10-15), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows VNV ENTERPRISES, LLC receiving $9,095,381 in net VA obligations across 52 awards (2009-04-22 to 2012-10-16), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows I.B.V., LTD receiving $6,230,061 in net VA obligations across 1 award (2009-09-30 to 2012-10-16), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 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 BARRX MEDICAL, INC. receiving $3,294,717 in net VA obligations across 273 awards (2007-10-04 to 2012-10-18), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows CALVERT MEDICAL ASSOCIATES INC receiving $3,966,570 in net VA obligations across 19 awards (2007-10-01 to 2012-10-25), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows TUSCA KS, INC. receiving $12,983,440 in net VA obligations across 48 awards (2010-05-10 to 2012-10-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows GLOBAL PROTECTION USA INC receiving $3,474,574 in net VA obligations across 98 awards (2007-10-03 to 2012-10-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.9 years to 2026-09-04.
The dataset shows ALFREDSON BROTHERS CONSTRUCTION COMPANY receiving $4,939,290 in net VA obligations across 3 awards (2009-07-14 to 2012-11-06), above the 90th percentile of VHA's recipients, with no VA award action in the 13.8 years to 2026-09-04.
The dataset shows FRANCIS LLC/HAND CONSTRUCTION LLC JOINT VENTURE receiving $4,812,904 in net VA obligations across 1 award (2009-11-19 to 2012-11-06), above the 90th percentile of VHA's recipients, with no VA award action in the 13.8 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 CORRIGO HEALTH CARE SOLUTIONS LLC receiving $6,042,648 in net VA obligations across 17 awards (2008-05-29 to 2012-11-08), above the 90th percentile of VHA's recipients, with no VA award action in the 13.8 years to 2026-09-04.
The dataset shows FORT COLLINS RADIOLOGIC ASSOCIATES, P.C. receiving $3,561,366 in net VA obligations across 15 awards (2009-02-05 to 2012-11-13), above the 90th percentile of VHA's recipients, with no VA award action in the 13.8 years to 2026-09-04.
The dataset shows KSA-KRANTZ SYSTEMS & ASSOCIATES, LLC receiving $2,195,380 in net VA obligations across 14 awards (2007-11-05 to 2012-11-20), above the 90th percentile of VHA's recipients, with no VA award action in the 13.8 years to 2026-09-04.
The dataset shows ASSOCIATED FACILITY SOLUTIONS, INC. receiving $5,415,249 in net VA obligations across 3 awards (2009-09-17 to 2012-11-21), above the 90th percentile of VHA's recipients, with no VA award action in the 13.8 years to 2026-09-04.
The dataset shows NORTHEAST TEXAS PRIMARY CARE receiving $2,077,929 in net VA obligations across 6 awards (2007-12-01 to 2012-11-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.8 years to 2026-09-04.
The dataset shows GEO-MARINE, INC. receiving $14,221,610 in net VA obligations across 4 awards (2008-09-29 to 2012-12-03), above the 90th percentile of VA Staff Offices's recipients, with no VA award action in the 13.8 years to 2026-09-04.
The dataset shows VANGENT, INC. receiving $3,069,487 in net VA obligations across 7 awards (2009-02-13 to 2012-12-05), 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 ENTHALPY ENGINEERING CORP. receiving $3,724,857 in net VA obligations across 22 awards (2007-11-02 to 2012-12-07), 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 UNIVERSITY OF SOUTH CAROLINA receiving $2,526,143 in net VA obligations across 3 awards (2007-10-01 to 2012-12-11), 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 ROYALE SERVICES CORP receiving $7,243,599 in net VA obligations across 1 award (2010-05-20 to 2012-12-17), 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 CJ DREW CONTRACTING, INC. receiving $4,189,155 in net VA obligations across 22 awards (2008-02-07 to 2012-12-17), 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 SYNCON LLC receiving $4,002,330 in net VA obligations across 18 awards (2011-06-22 to 2012-12-18), 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 SOUTHWEST RESEARCH INSTITUTE receiving $8,475,629 in net VA obligations across 5 awards (2008-02-23 to 2012-12-19), 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 ALLTEL CORPORATION receiving $2,339,702 in net VA obligations across 53 awards (2008-01-08 to 2012-12-19), 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 CMEC, ARC ELECTRIC, JV, LLC receiving $6,910,893 in net VA obligations across 2 awards (2010-05-27 to 2012-12-20), 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 STAFFING ONE, INC. receiving $2,402,325 in net VA obligations across 41 awards (2007-10-01 to 2012-12-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.7 years to 2026-09-04.