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 A M KINNEY INC receiving $2,723,735 in net VA obligations across 14 awards (2008-06-06 to 2012-01-31), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 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 UNION ELECTRIC COMPANY receiving $2,059,860 in net VA obligations across 22 awards (2007-11-15 to 2012-01-31), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 years to 2026-09-04.
The dataset shows COMMUNICATIONS PRODUCTS INC receiving $7,145,503 in net VA obligations across 112 awards (2007-10-02 to 2012-02-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 years to 2026-09-04.
The dataset shows ADVANTAGE VALET OF AMERICA, CORP. receiving $5,135,964 in net VA obligations across 32 awards (2008-07-14 to 2012-02-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 years to 2026-09-04.
The dataset shows ALPHA SERVICES, LLC receiving $4,988,879 in net VA obligations across 1 award (2010-05-21 to 2012-02-02), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 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 BLUE CORD CONSTRUCTION INC receiving $2,732,720 in net VA obligations across 5 awards (2009-01-22 to 2012-02-08), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 years to 2026-09-04.
The dataset shows SMITH BUILDING GROUP, INC. receiving $3,526,413 in net VA obligations across 4 awards (2009-06-09 to 2012-02-14), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 years to 2026-09-04.
The dataset shows RURAL/METRO CORPORATION receiving $3,192,661 in net VA obligations across 2 awards (2009-03-19 to 2012-02-14), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 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 TITAN DEVELOPMENT GROUP LLC receiving $2,385,798 in net VA obligations across 1 award (2010-12-09 to 2012-02-15), above the 90th percentile of VHA's recipients, with no VA award action in the 14.6 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 BMCI CONSTRUCTION, LLC receiving $3,245,122 in net VA obligations across 4 awards (2010-01-05 to 2012-02-17), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows WALKER FACILITY SERVICES, LLC receiving $13,347,786 in net VA obligations across 15 awards (2008-04-14 to 2012-02-22), above the 90th percentile of NCA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows SDV & RASCH JOINT VENTURE receiving $3,446,932 in net VA obligations across 1 award (2009-06-15 to 2012-02-22), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 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 REGUS MANAGEMENT GROUP, LLC receiving $695,833 in net VA obligations across 3 awards (2010-10-28 to 2012-02-23), above the 90th percentile of VBA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows SDV CONSTRUCTION GROUP, LLC receiving $2,180,484 in net VA obligations across 1 award (2010-09-16 to 2012-02-27), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 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 METHODICAL INC. receiving $20,687,996 in net VA obligations across 22 awards (2008-02-28 to 2012-03-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows MATHEMATICA INC. receiving $5,387,404 in net VA obligations across 2 awards (2008-10-07 to 2012-03-06), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 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 ADONAI CONTRACTING, INC. receiving $3,319,907 in net VA obligations across 5 awards (2009-09-23 to 2012-03-06), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows CARTER & BURGESS, INC. receiving $4,950,496 in net VA obligations across 46 awards (2008-02-19 to 2012-03-07), above the 90th percentile of NCA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows FLEET SERVICES AND INSTALLATIONS, LLC receiving $2,672,510 in net VA obligations across 3 awards (2010-09-02 to 2012-03-09), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows TMI MANAGEMENT SYSTEMS INC receiving $18,800,432 in net VA obligations across 58 awards (2007-10-01 to 2012-03-12), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows AOPD, INC. receiving $3,277,351 in net VA obligations across 394 awards (2007-10-04 to 2012-03-12), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows SAN DIEGO PERSONNEL & EMPLOYMENT AGENCY, INC. receiving $2,058,364 in net VA obligations across 40 awards (2008-02-20 to 2012-03-16), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows W L GORE & ASSOCIATES INC receiving $2,297,832 in net VA obligations across 139 awards (2008-10-27 to 2012-03-19), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows SUNRISE MEDICAL HHG INCORPORATED receiving $13,852,898 in net VA obligations across 4950 awards (2007-10-01 to 2012-03-20), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows MALOUF GROUP, LLC receiving $3,071,227 in net VA obligations across 6 awards (2009-06-17 to 2012-03-20), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows JACK MORGAN CONSTRUCTION COMPANY INC receiving $2,462,427 in net VA obligations across 5 awards (2007-10-22 to 2012-03-23), above the 90th percentile of VHA's recipients, with no VA award action in the 14.5 years to 2026-09-04.
The dataset shows MIDAMERICA DIVISION, INC. receiving $3,893,827 in net VA obligations across 5 awards (2007-12-01 to 2012-03-31), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows NORTHERN NEW ENGLAND EMPLOYMENT SERVICES receiving $2,122,547 in net VA obligations across 2 awards (2009-01-04 to 2012-03-31), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 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 CLINICAL MEDICAL SERVICES, INC receiving $6,682,103 in net VA obligations across 44 awards (2007-11-08 to 2012-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows ST. PETER VILLA, INC. receiving $4,598,128 in net VA obligations across 14 awards (2007-10-01 to 2012-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows ADVANCED NEUROMODULATION SYSTEMS, INC. receiving $4,154,181 in net VA obligations across 273 awards (2007-10-01 to 2012-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows SENIOR REHABILITATION & SKILLED NURSING CENTER receiving $2,269,590 in net VA obligations across 17 awards (2007-10-01 to 2012-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows RIGHT ELECTRIC INC receiving $7,994,815 in net VA obligations across 6 awards (2009-01-07 to 2012-04-09), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows DVC, INC. receiving $16,519,540 in net VA obligations across 80 awards (2007-11-20 to 2012-04-16), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows AMERICAN RED CROSS, THE receiving $5,461,706 in net VA obligations across 8 awards (2007-10-01 to 2012-04-24), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows WOLFE CONTRACTING receiving $2,315,933 in net VA obligations across 5 awards (2009-09-03 to 2012-04-26), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows SEABREEZE CONTRACTING, INC. receiving $10,023,944 in net VA obligations across 9 awards (2008-03-25 to 2012-04-27), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows CONTRACTORS SERVICES LLC receiving $2,805,481 in net VA obligations across 12 awards (2009-09-09 to 2012-04-27), above the 90th percentile of VHA's recipients, with no VA award action in the 14.4 years to 2026-09-04.
The dataset shows CHARLOTTE-MECKLENBURG HOSPITAL AUTHORITY, THE receiving $6,565,019 in net VA obligations across 1 award (2008-12-18 to 2012-04-30), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 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 PIEDMONT GASTROENTEROLOGY SPECIALISTS receiving $5,039,027 in net VA obligations across 2 awards (2008-03-11 to 2012-04-30), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 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 DIGESTIVE HEALTH SPECIALISTS, P.A. receiving $4,944,569 in net VA obligations across 1 award (2008-12-18 to 2012-04-30), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 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 EFK OF CONNECTICUT INC receiving $3,058,831 in net VA obligations across 6 awards (2007-11-08 to 2012-04-30), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.
The dataset shows CNY ANESTHESIA GROUP PC receiving $2,925,631 in net VA obligations across 8 awards (2007-10-01 to 2012-04-30), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.
The dataset shows UNIVERSITY OF NEW MEXICO receiving $13,025,350 in net VA obligations across 68 awards (2007-10-02 to 2012-05-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.
The dataset shows AMERICAN RED CROSS SOUTH EASTERN VIRGINIA CHAPTER receiving $8,144,339 in net VA obligations across 27 awards (2007-10-01 to 2012-05-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.
The dataset shows AMVETCO CONSTRUCTION, INC. receiving $3,807,869 in net VA obligations across 24 awards (2008-04-22 to 2012-05-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.
The dataset shows RADIATION ONCOLOGY ASSOCIATES, CHARTERED, DRS. MIERCORT, CAMPBELL, HUMMER, SUTTON & TAY receiving $2,964,979 in net VA obligations across 6 awards (2007-10-01 to 2012-05-01), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.
The dataset shows BEADOR & SON CONSTRUCTION COMPANY, INC. receiving $5,977,236 in net VA obligations across 2 awards (2010-12-15 to 2012-05-02), above the 90th percentile of NCA's recipients, with no VA award action in the 14.3 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 B & W CONTRACT SERVICES, INC. receiving $3,174,974 in net VA obligations across 41 awards (2007-10-01 to 2012-05-08), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.
The dataset shows SEA KNIGHT ASSOCIATES, LLC receiving $8,037,194 in net VA obligations across 31 awards (2008-06-19 to 2012-05-09), above the 90th percentile of VHA's recipients, with no VA award action in the 14.3 years to 2026-09-04.