AIM-T1 is the world’s first Software-Defined Inspection system designed to make advanced electronics manufacturing reshoring-ready. As global production returns to regional hubs, scaling expert inspection quality under acute labor shortages has become a critical bottleneck. Conventional AI vision systems require thousands of defect images, extensive retraining, and hardware reconfigurations whenever products change. Powered by a patented World Model AI derived from autonomous-driving perception, AIM-T1 completely bypasses these limitations. Utilizing In-Context Learning and liquid-lens electronic focus-stacking, it adapts to unseen products using only 3–5 normal reference samples—reliably detecting microscopic defects down to 12 μm and fine particles down to 3 μm. Delivering an ultra-low 0.001% defect escape rate at a production scale of 75,000 units daily, AIM-T1 eliminates specialist dependencies, empowers factory teams, and establishes an economically viable, sustainable infrastructure for high-precision manufacturing