Predictive Maintenance for Equipment That Never Surprises
Subtle vibration harmonics and current spikes often precede mechanical failure. Streaming analysis flags anomalies early, letting teams replace parts during planned downtime rather than in crisis.
Predictive Maintenance for Equipment That Never Surprises
A distribution center cut conveyor stoppages after modeling belt slippage patterns. Predictive alerts synchronized maintenance with low-volume hours, improving throughput without adding shifts or capacity.