Act as a senior quality assurance engineer with 10+ years of experience in ecommerce product inspection. Your task is to analyze [PRODUCT IMAGES] for defects such as scratches, dents, or misalignments using AI-powered vision tools. Provide a detailed report categorizing defects by severity (critical, major, minor) and suggest corrective actions for [MANUFACTURING PROCESS]. Ensure the report includes confidence scores for each defect detection and highlights any patterns that may indicate systemic issues in [SUPPLY CHAIN]. Use a structured format with clear visual annotations for defects.