How to Use Predictive Work and Recommendations

Start with triage

When recommendations appear, ask what the right next operational action is, not whether to trust it completely. That may be inspect, repair, schedule PM, monitor, or escalate.

Review evidence first:

1. 01Review the asset context and work history.
2. 02Check whether the issue is recurring or isolated.
3. 03Check PM coverage, open work, meter readings, threshold alerts, dependencies, and confidence.
4. 04Decide whether the next step is inspection, repair, monitoring, or escalation.

When to act or slow down

Act when the signal aligns with field experience, the asset is important enough to inspect early, recurring failures are visible, or the cost of ignoring it outweighs checking now. Slow down when confidence is low, history is sparse, the recommendation conflicts with recent findings, or the signal is severe but evidence is weak; then prefer targeted inspection, a shorter monitoring interval, or supervisor review. Before creating work, check whether open work already exists for the asset and issue, and update it instead.

Integrate and explain

Treat predictive work with the same discipline as other work: assign it clearly, document findings, close with useful notes, and tie it to the correct asset. When escalating, explain the triggering evidence, the consequence if ignored, the cost of the next step, and whether it is inspection, repair, replacement, or monitoring.