Summary
An agentic AI solution monitored factory equipment and sensor data to detect and classify defects in real time. It replaced manual inspection with automated quality intelligence and root cause analysis. The system helped manufacturers reduce waste, lower inspection costs, and prevent defective products from reaching inventory. Designed as a repeatable solution, it scaled across discrete manufacturing environments to improve quality and operational efficiency.