Question

A manufacturing company wants to reduce unplanned downtime on its assembly-line equipment. Sensors on each machine stream vibration, temperature, and current-draw data continuously. Management wants an AI system that flags a likely bearing failure days before it happens so maintenance can be scheduled proactively. Which AI use case best describes this requirement?

Accepted Answer

Predictive maintenance using anomaly detection and time-series forecasting on sensor telemetry

Answer

Generative AI producing synthetic maintenance manuals from historical repair logs

Answer

Computer vision inspecting finished products for surface defects on the line

Answer

A recommender system suggesting spare-part upsells to equipment buyers