Loading pattern matches
The dataset shows contracts awarded under a service-disabled veteran-owned small business (SDVOSB) set-aside or sole-source authority to a recipient whose UEI has no SDVOSB certification record, current or former, in SBA's public Small Business Search.
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 · app.award_current contracts with set_aside_code ∈ {SDVOSBC, SDVOSBS} (or SDVOSB set-aside text) · first_action_date ≥ 2023-01-01 (SBA VetCert era) · obligated_total ≥ $25K · no sba.cert SDVOSB row for recipient_uei at ANY date (SBA's public data keeps only the current or last certification period, so a later period is treated as possible continuous eligibility and not reported) · not a joint venture (name, or SAM.gov business type JV) · not an order under a vehicle first awarded before 2023 (CVE era) · veteran-owned (VSA/VSS) set-asides not checked: the SBA pull covers SDVOSB-status firms only · signal = net obligations $
The dataset shows contract 36C25224P0005 (GUARD FORCES LLC · 252-NETWORK CONTRACT OFFICE 12 (36C252)) awarded on 2023-10-03 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $987,075 in net obligations; UEI KY3RVUMEML85 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
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.
Look the UEI up in SBA's Small Business Search (VetCert). Include joint-venture certifications, which may sit under a different UEI, and CVE-era firms whose transferred dates can differ from the original verification.
Under 38 U.S.C. 8127(e) a firm must be listed in SBA's certification database to receive a VA set-aside or sole-source award. If no listing existed on the award date, the file should explain the basis for the award.
Exercising options or issuing orders to an ineligible firm extends the exposure. Refer unresolved cases to the SBA VetCert program office or the VA OIG hotline.
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 contract 36C26123P1001 (GUARD FORCE INC · 261-NETWORK CONTRACT OFFICE 21 (36C261)) awarded on 2023-04-25 under a SDVOSB SOLE SOURCE authority for $916,810 in net obligations; UEI JK53AKLD5KG5 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24426C0025 (ANCHOR CONTRACTING, LLC · 244-NETWORK CONTRACT OFFICE 4 (36C244)) awarded on 2026-03-11 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $823,593 in net obligations; UEI XWNJJNM14RK7 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24726N0124 (ARROW ARC LLC · 247-NETWORK CONTRACT OFFICE 7 (36C247)) awarded on 2026-02-11 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $800,946 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C26026N0410 (ARROW ARC LLC · 260-NETWORK CONTRACT OFFICE 20 (36C260)) awarded on 2026-08-10 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $757,868 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C25923P0594 (GUARD FORCE INC · NETWORK CONTRACT OFFICE 19 (36C259)) awarded on 2023-04-04 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $749,359 in net obligations; UEI JK53AKLD5KG5 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24725N0257 (ARROW ARC LLC · 247-NETWORK CONTRACT OFFICE 7 (36C247)) awarded on 2025-01-10 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $700,904 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24725N0870 (ARROW ARC LLC · 247-NETWORK CONTRACT OFFICE 7 (36C247)) awarded on 2025-09-02 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $662,760 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C26126F0213 (ARROW ARC LLC · 261-NETWORK CONTRACT OFFICE 21 (36C261)) awarded on 2026-04-30 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $621,781 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24923P1053 (CORPS BIOLOGICS LLC · 249-NETWORK CONTRACT OFFICE 9 (36C249)) awarded on 2023-09-13 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $599,456 in net obligations; UEI FBA6JULA5YJ4 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C26324N0561 (ARROW ARC LLC · NETWORK CONTRACT OFFICE 23 (36C263)) awarded on 2024-03-20 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $587,110 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C26026N0380 (ARROW ARC LLC · 260-NETWORK CONTRACT OFFICE 20 (36C260)) awarded on 2026-07-13 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $512,595 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C25726N0238 (ARROW ARC LLC · 257-NETWORK CONTRACT OFFICE 17 (36C257)) awarded on 2026-02-11 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $486,931 in net obligations; UEI K6BVRM8LQ4Q8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24524N0916 (PARADIGM ENGINEERS & CONSTRUCTORS, PLLC · 245-NETWORK CONTRACT OFFICE 5 (36C245)) awarded on 2024-09-19 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $408,614 in net obligations; UEI MG53HVCYK6C7 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C25026P0229 (ANDY RAMOS ELECTRIC LLC · 250-NETWORK CONTRACT OFFICE 10 (36C250)) awarded on 2025-12-17 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $384,589 in net obligations; UEI DKAHJWDMD2F7 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24426N0546 (FLUHARTY ERIE, LLC · 244-NETWORK CONTRACT OFFICE 4 (36C244)) awarded on 2026-03-12 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $380,000 in net obligations; UEI RCFPBEGHP2U8 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24524C0076 (MARE SOLUTIONS INC · 245-NETWORK CONTRACT OFFICE 5 (36C245)) awarded on 2024-04-10 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $373,000 in net obligations; UEI UH16D6FG29P3 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24125P0071 (ANDY RAMOS ELECTRIC LLC · 241-NETWORK CONTRACT OFFICE 01 (36C241)) awarded on 2024-11-18 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $329,800 in net obligations; UEI DKAHJWDMD2F7 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C25923P0360 (BETANCE ENTERPRISES INC · NETWORK CONTRACT OFFICE 19 (36C259)) awarded on 2023-03-10 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $329,079 in net obligations; UEI J4PAKJ2G8MC5 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24524C0054 (MARE SOLUTIONS INC · 245-NETWORK CONTRACT OFFICE 5 (36C245)) awarded on 2024-02-28 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $293,650 in net obligations; UEI UH16D6FG29P3 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C24723P0521 (CORPS BIOLOGICS LLC · 247-NETWORK CONTRACT OFFICE 7 (36C247)) awarded on 2023-03-15 under a SDVOSB SOLE SOURCE authority for $293,146 in net obligations; UEI FBA6JULA5YJ4 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.
The dataset shows contract 36C78623C0044 (VETERANS LANDSCAPE · NATIONAL CEMETERY ADMIN (36C786)) awarded on 2023-09-14 under a SERVICE DISABLED VETERAN OWNED SMALL BUSINESS SET-ASIDE authority for $286,931 in net obligations; UEI GK2UKN9EB1M5 has no SBA SDVOSB certification record (current or former) in SBA's public Small Business Search and does not register in SAM.gov as an SDVOSB joint venture.