Use Cases
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Predictive maintenance
Section titled “Predictive maintenance”Stream vibration and temperature data from rotating equipment. Detect bearing wear and motor faults hours before failure.
Quality inspection
Section titled “Quality inspection”Run vision models on conveyor cameras. Reject defective parts in real time, log every decision with image evidence.
Anomaly detection
Section titled “Anomaly detection”Continuous monitoring of process variables. Surface unusual patterns that rule-based SCADA alarms miss.
Energy & yield optimization
Section titled “Energy & yield optimization”Combine sensor streams + model predictions to recommend setpoint adjustments to operators or controllers.
Operational visibility
Section titled “Operational visibility”Aggregate cell- and line-level KPIs into a unified plant view with drill-down to inference-level detail.