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Predictive maintenance
ML-based PM forecasting — predict failures before they happen.
| Asset | Predicted failure | Confidence | Recommended action |
|---|---|---|---|
| BR-024 Hwy 41 Bridge | within 18 months | high | Engineering assessment + replacement RFP |
| DR-203 Sector 4 line 7 | within 12 months | high | Lining or replacement before Q4 2026 |
| TR-007 Truck | within 6 months | medium | Schedule transmission service |
| SIG-014 Main & Hwy 41 | within 24 months | low | Standard PM cadence |
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