This project transforms chaotic production changeovers into a controlled and stable execution system using lean visual management and clear decision rules. It improves team synchronization, reduces waiting time and errors, and lowers operator cognitive load by aligning all actors around a shared real-time status.

SMED-inspired AI system to minimize manufacturing changeover time — sequence optimization, task parallelization, and augmented reality work instructions