Electronics manufacturing has entered a new competitive era. Margins are tighter, components are smaller, and design complexity continues to climb across automotive, medical, aerospace, telecom, and industrial applications. Traditional inspection methods, manual scheduling, and reactive maintenance are no longer enough to keep pace with high-density interconnect boards, flexible circuits, and rigid-flex assemblies. Artificial intelligence is changing that equation. When implemented correctly, AI can reduce defect escape rates, improve first-pass yield, predict machine failures, and accelerate new product introduction. But the path from interest to full deployment requires more than buying software or plugging in a smart camera. It requires a clear understanding of where AI delivers the highest value, what…