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 TALIHINA TECHNOLOGIES receiving $5,052,521 in net VA obligations across 47 awards (2008-07-03 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.
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 PACIFIC TECH CONSTRUCTION INC receiving $7,039,822 in net VA obligations across 5 awards (2007-10-24 to 2013-03-19), 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 STAT GROUP, LLC receiving $4,936,664 in net VA obligations across 64 awards (2007-10-01 to 2013-03-22), 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 OLYMPUS AMERICA INC receiving $3,189,083 in net VA obligations across 283 awards (2007-10-01 to 2013-03-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows PRN MILITARY TRANSCRIPTION SERVICE, INC. receiving $2,266,894 in net VA obligations across 3 awards (2008-03-12 to 2013-03-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows SXC HEALTH SOLUTIONS, INC. receiving $12,556,020 in net VA obligations across 2 awards (2008-01-30 to 2013-03-27), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 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 ORTHOEVAL, LLC receiving $3,303,487 in net VA obligations across 3 awards (2007-12-19 to 2013-03-27), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows KONE INC. receiving $2,424,845 in net VA obligations across 2 awards (2008-03-24 to 2013-03-31), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 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 EXCLUSIVE AMBULETTE SERVICE, INC. receiving $2,974,760 in net VA obligations across 4 awards (2010-04-01 to 2013-04-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows MTM CONTRACTORS, INC. receiving $14,995,570 in net VA obligations across 25 awards (2007-10-18 to 2013-04-03), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows GRAHAM RESTORATION CO INC receiving $2,141,936 in net VA obligations across 16 awards (2008-03-20 to 2013-04-04), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows SDV FURNITURE & SERVICES, LLC receiving $2,186,916 in net VA obligations across 66 awards (2008-04-08 to 2013-04-05), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows INVERNESS TECHNOLOGIES INC receiving $8,858,373 in net VA obligations across 85 awards (2007-10-02 to 2013-04-10), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows GHC OF LAKEVIEW TERRACE LLC receiving $3,605,582 in net VA obligations across 12 awards (2007-10-01 to 2013-04-10), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows M SPACE HOLDINGS, LLC receiving $2,285,981 in net VA obligations across 6 awards (2011-03-24 to 2013-04-11), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows A & S CONSTRUCTION SERVICES, LLC receiving $4,567,443 in net VA obligations across 4 awards (2009-01-26 to 2013-04-15), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows SHARED HOSPITAL SERVICES CORPORATION receiving $6,752,391 in net VA obligations across 8 awards (2008-01-01 to 2013-04-16), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows GOOD SHEPHERD HOME HEALTH AGENCY, INC., THE receiving $4,068,971 in net VA obligations across 2 awards (2010-10-01 to 2013-04-16), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 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 RCI CONTRACTORS & ENGINEERS, INC. receiving $2,776,270 in net VA obligations across 12 awards (2008-10-01 to 2013-04-17), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows F SACC LAND DEVELOPMENT CORPORATION receiving $2,161,775 in net VA obligations across 4 awards (2008-05-01 to 2013-04-19), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows SHIV SHANKAR, LLC receiving $2,111,507 in net VA obligations across 6 awards (2010-09-19 to 2013-04-22), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows HDT EXPEDITIONARY SYSTEMS, INC. receiving $2,910,545 in net VA obligations across 18 awards (2008-09-30 to 2013-04-24), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows LEICA MICROSYSTEMS INCORPORATED receiving $8,085,401 in net VA obligations across 105 awards (2007-10-01 to 2013-04-26), above the 90th percentile of VHA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows MEDCO HOME HEALTH CARE receiving $766,209 in net VA obligations across 27 awards (2010-04-19 to 2013-04-26), above the 90th percentile of VBA's recipients, with no VA award action in the 13.4 years to 2026-09-04.
The dataset shows GUERRERO BUILDERS, LLC receiving $5,566,897 in net VA obligations across 16 awards (2009-06-24 to 2013-04-29), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows ULTRA GROUP OF COMPANIES, INC. receiving $4,066,851 in net VA obligations across 28 awards (2007-10-01 to 2013-04-29), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows QED ENTERPRISES INC. receiving $2,353,511 in net VA obligations across 5 awards (2011-06-15 to 2013-04-29), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows ASPEC ENGINEERING SERVICES receiving $2,096,820 in net VA obligations across 12 awards (2008-09-30 to 2013-04-30), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows GASTROENTEROLOGY CONSULTANTS OF SOUTHWEST VIRGINIA receiving $7,103,897 in net VA obligations across 2 awards (2008-04-01 to 2013-05-01), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 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 AMERICAN HEARING SYSTEMS, INC. receiving $18,326,708 in net VA obligations across 458 awards (2007-10-01 to 2013-05-03), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows ARGO BUILDING INTERNATIONAL, LLC receiving $4,373,165 in net VA obligations across 2 awards (2010-01-20 to 2013-05-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 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 CUSA CC, LLC receiving $3,691,784 in net VA obligations across 10 awards (2007-10-15 to 2013-05-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows LIFEGUARD AMBULANCE SERVICE OF FLORIDA, LLC receiving $2,473,357 in net VA obligations across 7 awards (2009-03-30 to 2013-05-07), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows DURRANT GROUP INC, THE receiving $4,577,532 in net VA obligations across 17 awards (2008-08-05 to 2013-05-08), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows BSI CONTRACTING, INC. receiving $16,650,473 in net VA obligations across 38 awards (2007-12-14 to 2013-05-09), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows DICTAPHONE CORPORATION receiving $6,351,906 in net VA obligations across 169 awards (2007-10-01 to 2013-05-13), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows MCCLUGGAGE, VAN SICKLE & PERRY CORPORATION receiving $2,035,502 in net VA obligations across 6 awards (2007-12-06 to 2013-05-14), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows THE WHITAKER COMPANIES INC receiving $14,235,914 in net VA obligations across 132 awards (2007-10-01 to 2013-05-16), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows ST. MORITZ SECURITY SERVICES, INC. receiving $2,701,887 in net VA obligations across 20 awards (2007-10-01 to 2013-05-16), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows SC GOVERNOR'S OFFICE receiving $2,452,465 in net VA obligations across 1 award (2013-05-22 to 2013-05-22), above the 90th percentile of NCA's recipients, with no VA award action in the 13.3 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 ROLLINS MEDICAL SERVICES, INC. receiving $2,424,607 in net VA obligations across 223 awards (2010-04-28 to 2013-05-22), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows THE AMERICAN RED CROSS receiving $4,184,114 in net VA obligations across 27 awards (2007-10-03 to 2013-05-23), above the 90th percentile of VHA's recipients, with no VA award action in the 13.3 years to 2026-09-04.
The dataset shows UNITED STATES SURGICAL A DIVISION OF TYCO HEATLCARE GROUP LIMITED PARTNERSHIP receiving $29,898,624 in net VA obligations across 7267 awards (2007-10-01 to 2013-06-05), above the 90th percentile of VHA's recipients, with no VA award action in the 13.2 years to 2026-09-04.
The dataset shows FEDCON receiving $1,666,155 in net VA obligations across 1 award (2011-09-30 to 2013-06-05), above the 90th percentile of NCA's recipients, with no VA award action in the 13.2 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 PAIN MANAGEMENT TECHNOLOGIES INCORPORATED receiving $2,764,326 in net VA obligations across 2209 awards (2007-10-01 to 2013-06-10), above the 90th percentile of VHA's recipients, with no VA award action in the 13.2 years to 2026-09-04.
The dataset shows SANBERG GROUP, INC., THE receiving $2,564,949 in net VA obligations across 14 awards (2007-11-30 to 2013-06-11), above the 90th percentile of VHA's recipients, with no VA award action in the 13.2 years to 2026-09-04.
The dataset shows MAR-MAC TRANSPORTATION SERVICE INC. receiving $3,387,634 in net VA obligations across 6 awards (2007-12-07 to 2013-06-13), above the 90th percentile of VHA's recipients, with no VA award action in the 13.2 years to 2026-09-04.
The dataset shows STREETER CONSTRUCTION GROUP, LLC receiving $9,476,843 in net VA obligations across 5 awards (2008-06-13 to 2013-06-14), above the 90th percentile of VHA's recipients, with no VA award action in the 13.2 years to 2026-09-04.
The dataset shows GRAY BEAR CONSTRUCTION CO. receiving $8,533,403 in net VA obligations across 32 awards (2008-02-26 to 2013-06-14), above the 90th percentile of VHA's recipients, with no VA award action in the 13.2 years to 2026-09-04.
The dataset shows OFFICEMAX INCORPORATED receiving $2,643,031 in net VA obligations across 1422 awards (2007-10-01 to 2013-06-14), above the 90th percentile of VHA's recipients, with no VA award action in the 13.2 years to 2026-09-04.