In 2023, a global automotive manufacturer faced a critical assembly line challenge: even one-second delays in defect detection cost millions in recalls and rework. Cloud-based AI introduced latency from data transmission, but Edge AI—deployed on factory-floor cameras—solved it. Defects were caught in milliseconds, production losses dropped sharply, and data stayed…