Fuel & Energy Intelligence
7 anomaliesFleet MPG, fuel CPM truth, idle pressure, and card/telematics anomaly detection.
Idle %
1.2%0%
High anomaly txns
8.0%0
Fleet MPG vs idle
13-week trend — idle minutes correlate with MPG dips on Southwest duty cycles.
Data trust
Fuel Cards re-send created duplicate txn_ids — cleaned CPM is the board figure.
Reported fuel CPM71.0¢
Cleaned fuel CPM65.0¢
Quarantined rows142
Duplicate inflation overstates fuel CPM ~1.8¢ until dedupe lands. Prefer cleaned series for Morning Brief and board pack.
Fuel anomalies
Ranked by anomalyScore — critical rows flagged for investigation (theft, idle, or ETL noise).
7 records
| Time | Unit | Driver | Gallons | Amount | Score | Flag | AI note |
|---|---|---|---|---|---|---|---|
| 2025-11-02 | T-1087 | Margaret Jackson | 89.3 | $307 | 62.7 | Watch | Elevated idle or regional diesel spike; review route idle minutes. |
| 2026-01-08 | T-1038 | Margaret Lewis | 87.5 | $325 | 61.7 | Watch | Elevated idle or regional diesel spike; review route idle minutes. |
| 2026-05-23 | T-1107 | Deborah Torres | 107.5 | $425 | 59.0 | Watch | Elevated idle or regional diesel spike; review route idle minutes. |
| 2026-07-05 | T-1093 | James Sanchez | 86.9 | $349 | 58.7 | Watch | Elevated idle or regional diesel spike; review route idle minutes. |
| 2026-06-22 | T-1009 | William Sanchez | 55.6 | $246 | 55.8 | Watch | Elevated idle or regional diesel spike; review route idle minutes. |
| 2025-08-18 | T-1083 | Stephanie Adams | 69.9 | $265 | 55.5 | Watch | Elevated idle or regional diesel spike; review route idle minutes. |
| 2026-03-20 | T-1068 | Andrew Smith | 39.7 | $161 | 55.2 | Watch | Elevated idle or regional diesel spike; review route idle minutes. |