Predictions and recommendations

How Handhaaf surfaces developing faults early, and what to do when it flags one.

Once monitoring data flows, predictions flag assets whose readings are drifting toward failure — before the threshold alarms. Each prediction comes with the evidence behind it and a recommended action.

• Act on a prediction

• Trust, but verify