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DowntimePredict

DowntimePredict

Predict equipment downtime risk from vibration, MTBF and PM history.

awaiting-approval
Runs today
4
Last run
05:00
Playbooks
1

Datasets in scope

maintenance_log sensor_streams

Agent performance (last 7 days)

Est. cost: $0.07
Avg latency
1380 ms
p95 3108 ms
Success rate
100.0%
29 runs
Tokens (in/out)
76.0k / 18.6k
94.6k total
Context items
586
evidence rows / RAG docs
Latency (ms)
Success rate (%)
Token usage
Context items used

Playbooks owned

Predictive Maintenance Window
PB-DOWNTIME-PRED
write-back
Trigger: Risk score > 0.7 and MTBF below 60% of standard
  1. Compute risk score from vibration + PM gap
  2. Find next planned downtime window
  3. Create maintenance request in Odoo
Owner: Maintenance ManagerFired 3×

Recent runs

Predictive maintenance for PH-MNL Line 1 — awaiting plant approval.
awaiting-approval
RUN-003·PB-DOWNTIME-PRED·05:00 UTC· 7/7