# Use Cases

> How customers deploy Xisom Edge AI in production.

## Predictive maintenance

Stream vibration and temperature data from rotating equipment. Detect bearing wear and motor faults hours before failure.

## Quality inspection

Run vision models on conveyor cameras. Reject defective parts in real time, log every decision with image evidence.

## Anomaly detection

Continuous monitoring of process variables. Surface unusual patterns that rule-based SCADA alarms miss.

## Energy & yield optimization

Combine sensor streams + model predictions to recommend setpoint adjustments to operators or controllers.

## Operational visibility

Aggregate cell- and line-level KPIs into a unified plant view with drill-down to inference-level detail.