AI-powered smart inspection systems for manufacturers offering inline and end-of-line quality control to detect defects early, reduce waste, and boost EBIT in real time. Combines hyperspectral imaging, few-shot learning and industrial-grade ML to deliver ROI-focused defect detection and performance monitoring.