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REINHART FOODSERVICE, LLC

UEI WA4MHTAVJV85 · ALL OTHER MISCELLANEOUS FOOD MANUFACTURING

Primary agency: Department of Defense

Composite

0.474

↑ 0.003 vs prior day

Percentile

99.6th

among flagged today

Lifetime $

$135.9M

across all federal awards

Awards

3,082

lifetime count

Detectors fired today:Benford's LawModification GrowthIsolation ForestSole-Source Concentration

Scored July 29, 2026 · DoD

The brief

Four detectors flagged Reinhart Foodservice. Benford's law analysis found severe digit-frequency anomalies in award amounts, with leading digits heavily skewed toward 2, 3, and 4 rather than the expected natural distribution. Modification growth on one contract vastly outpaced peer norms in the food manufacturing sector. An isolation forest algorithm identified the entity as a multivariate outlier based on its concentrated agency relationships and award patterns. Finally, sole-source awards comprised a substantially larger share of the portfolio than typical for competitors in the same industry classification.

The Benford test yielded a KS statistic of 0.273 with p-value near zero across 3,082 transactions. The worst contract modification grew at a ratio of 1,739 times, compared to a peer median of 105, producing a z-score of 6.03. The isolation score was 0.725 on a 0-to-1 scale. Sole-source awards totaled 2,259 of 3,082 awards (73 percent), versus a peer median of 22 percent, yielding a z-score of 1.49. Lifetime obligated value reached $135.9 million.

These statistical signals warrant scrutiny but do not confirm fraud. Benford deviations can arise from legitimate business practices, contract structures, or rounding conventions in a large, mature vendor. The modification growth spike may reflect a single large-dollar contract's natural scaling rather than systematic inflation. Sole-source concentration in food service can reflect specialized supplier relationships or GSA schedule dynamics. The entity's 3,082 awards and single-agency focus suggest a long-standing prime contractor relationship, which may explain clustering patterns that appear anomalous in cross-sector peer comparisons.

Auto-generated by AI · Methodology →

Detector breakdown

Benford's Law

Score 1.000

Looks for unnatural patterns in the first digit of award amounts. Real-world dollar amounts follow a predictable distribution where the digit "1" appears in ~30% of values. Deviations can indicate manipulation or manufactured numbers.

Finding for this entity

KS statistic
0.2735
p-value
1.34 × 10^-200
Transactions
3,082
How to read Benford's Law

Modification Growth

Score 0.983

Detects parent contracts whose modifications grew much faster than peer contracts in the same NAICS code. Extreme growth can mean scope creep, inadequate competition, or post-award gaming.

Finding for this entity

Contract
SPE30025D3016
Growth ratio
1739.4×
Peer average
104.6×
Z-score
6.03
How to read Modification Growth

Isolation Forest (Multivariate Outlier)

Score 0.725

Machine learning method that finds contractors whose overall profile — agency mix, sole-source rate, NAICS spread, modification frequency — is statistically unlike anyone else's.

Finding for this entity

Anomaly score (raw)
-0.676
Contamination
0.05
How to read Isolation Forest

Sole-Source Concentration

Score 0.620

Contractors that win far more non-competitive awards than industry peers. Sole-source contracts are legal and sometimes necessary; extreme concentration is unusual.

Finding for this entity

Sole-source share
73.3%
Sole-source awards
2,259
Total awards
3,082
Peer median share
22.2%
Peer count
31
Z-score
1.49
How to read Sole-Source Concentration

Score over time

0.000.250.50May 28, 2026Jul 29, 2026

Composite over 3 days · rank 27 today (was #30 on May 28, 2026)

Flagged contracts

Contracts that triggered one or more detectors above.

Award IDAmountDateCompetitionTriggeredSource
SPE30025D3016Modification GrowthUSAspending →

View all contracts for REINHART FOODSERVICE, LLC on USAspending.gov →