KLS-MARTIN LIMITED PARTNERSHIP

Three detectors fired for KLS-Martin Limited Partnership. The Benford test identified a severe anomaly in the leading-digit distribution of award amounts, with digits 2 and 3 appearing far more frequently than expected and digit 1 appearing much less often. The sole-source concentration detector found that 298 of 299 awards were sole-source, placing the entity at 3.37 standard deviations above the median for its NAICS peer group. The Isolation Forest algorithm flagged the entity as a multivariate outlier with a score of 0.71, driven by its combination of high award count, zero competition ratio, and concentration among just two agencies.

The Benford test showed a KS statistic of 0.264 with a p-value of 1.47e-18 across 299 transactions. Sole-source awards comprised 99.7 percent of the portfolio compared to a median of 1.2 percent among 122 peers in medical equipment wholesale. The entity's feature vector included 12.8 million dollars in lifetime obligations, 299 awards, and activity with only two agencies.

These statistical signals indicate unusual patterns but do not prove fraud. Medical equipment wholesalers may legitimately operate with high sole-source concentrations if they supply specialized or proprietary items to specific agencies. The Benford anomaly warrants scrutiny but can arise from legitimate business practices such as tiered pricing or contract structures. The small peer group and specialized nature of the NAICS code may partially explain the deviation from typical competition patterns.