IoT Predictive Maintenance

Sensor-based equipment monitoring with ML prediction of failures. Reduce unplanned downtime 50%.

• Vibration and temperature sensors
• ML failure prediction models
• Maintenance scheduling optimization
• Spare parts inventory integration
• Equipment health scoring
• ROI tracking dashboard

• Reduce unplanned downtime 50%
• Extend equipment life 20%
• Optimize maintenance schedule
• Track ROI in real-time