The Automatic Visual Inspection System (AVIS) leverages edge computing and AI technology to provide real-time defect detection across multiple industries. AVIS represents a significant advancement over existing solutions by offering greater accuracy, reduced latency, and cross-industry adaptability while maintaining cost-effectiveness for MSMEs.