Prevent Product Recalls with CPG Vision AI

Turn recall risks into reliable wins with Roboflow’s ready-to-use computer vision workflows - built for modern CPG manufacturing. From packaging lines to QA stations, our trained models and scalable infrastructure catch the errors that others miss, including:

Labels and Packaging:

• Missing, misplaced, or incorrect labels
• Barcode and QR code misreads
• Unsealed or damaged packaging
• Mismatched product and package contents

Contamination and Safety:

• Foreign object detection (plastic, metal, glass)
• Hygiene compliance via visual inspection
• Tamper-evident seal and cap verification
• Allergen labeling accuracy

Expiration Dates and Codes:

• OCR for expiration dates, lot numbers, and batch codes
• Smudged or unreadable printed codes
• Verification against product metadata
• Region-specific date format validation

Changeovers and Visual QA:

• Detect leftover components from previous runs
• Validate product appearance (color, shape, texture)
• Ensure recipe or SKU matches line settings
• Monitor for visual defects in high-speed environments

Bring intelligence to every frame, and reduce recalls before they happen.

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