Predictive Maintenance & Failure Prediction
Vibration, temperature and current sensors feed anomaly detection, alerting maintenance teams before a failure. Typical sector gain: measurable reduction in downtime and maintenance cost.
IoT sensor + anomaly detection + early-warning infrastructure — proven in real-time equipment monitoring.