Predictive maintenance uses telemetry (tension, vibration, temperature), trend analysis and alerts to predict component failures before they occur. Implement by adding sensors to critical components (dynamometers, hydraulic pumps, sheave bearings), collecting data in a cloud system, defining alert thresholds, and integrating with a CMMS to schedule preemptive work.