Edge & AI·7 min read
Predictive Maintenance with Edge AI
Fault signals 14 days ahead from vibration and current signatures.
Predictive maintenanceEdge inference
Inference at the edge
Vibration and current signature models run on the edge box without cloud; only anomaly score and feature vector sync centrally — bandwidth and privacy preserved.
Signal 14 days ahead
Active learning loop lowers false positives with operator feedback; work orders auto-post to CMMS API.