Predictive maintenance and AI quality inspection on the production line
Challenge: Recurring unplanned stoppages in extrusion lines and quality defects detected only at the end of the process, generating scrap and late deliveries.
Solution: Sensor data pipeline, failure-prediction models with maintenance alerts, and a computer-vision system inspecting output in real time, integrated with the plant's ERP.