RJ Reliance

Anomaly scan

Pattern detection across the whole request set — beyond the per-request rules. Catches a worker on two jobs the same day, per diem dated after a termination, amounts well above the job rate, and weekend clustering. These heuristics are the AI-ready seam: swap this scan for a trained model without touching the rest of the app.

Total anomalies
6
High
4
investigate first
Medium
1
Low
1
SeveritySignalEmployeeDetail
high
Same worker, two jobs, one day
DOUBLE_BOOKED
Marcus DelgadoPer diem on 2 jobs for 2026-06-09: #2055, #2041.(2 requests)
high
Per diem dated after termination
POST_TERMINATION
Ronnie PittmanWork date 2026-06-10 is after termination 2026-06-05.(1 request)
high
Per diem dated after termination
POST_TERMINATION
Earl HawkinsWork date 2026-06-10 is after termination 2026-05-28.(1 request)
high
Per diem dated after termination
POST_TERMINATION
Lamar DixonWork date 2026-06-10 is after termination 2026-06-09.(1 request)
medium
Amount well above job rate
RATE_OUTLIER
Hector Ramirez$120.00 is 1.30× the $92.00 rate on job #2041.(1 request)
low
Repeated weekend per diem
WEEKEND_PATTERN
Andre Booker2 weekend per-diem days — confirm weekend work was scheduled.(2 requests)