Prevent Product Recalls with CPG Vision AI

Avoid costly recalls with automated label verification, defect detection, and more.

Try it now for freeTalk to an AI Expert

Vision AI For Solving CPG Manufacturing’s Toughest Problems

  • Instant Insights, Smarter Decisions

    Real-time visibility with vision AI at the edge in any facility, facilitating learning across teams.

  • One Platform, Full Adoption

    Easy tools for every team from developers to business users - no ML team required.

  • Secure and Reliable, Always

    Data stays safe with SOC 2 Type II compliance, encrypted data, HIPAA compliance, and an uptime SLA.

  • Contamination & Safety AI
  • Foreign Object Detection AI
  • Label Verification AI
  • AI Product Conformity Check
  • Expiration Date Verification
  • Lot Tracking AI
“Roboflow has been instrumental in accelerating our deployment of innovative AI solutions.”

Travis Turnbull

Vice President & CIO, Pella Corporation

Talk to a Vision AI engineer who's shipped recall prevention on the packaging line.

Ready to prevent costly recalls? Curious how other CPG manufacturers are using computer vision? Bring us your toughest recall-risk problem and we'll map a working solution on the first call.

Ask us about:

  • Solution architecture for FSMA, HACCP, and GFSI (SQF, BRCGS) programs, allergen labeling, and changeover verification
  • Live demo on your own packaging line footage, label and date-code images, or current escape samples
  • Deployment options: line and station cameras, print-and-apply and QA stations, edge, on-prem, or VPC
  • ROI modeling against recall cost, retailer chargebacks and delisting, rework, and brand exposure

Over 16,000 organizations build with Roboflow.

  • Rivian
  • Pella
  • Chobani
  • USG Corporation
  • BNSF Railway
  • American Woodmark
Start where you are

Vision AI is transforming businesses

Customers across the board are solving complex challenges and driving meaningful impact.

  • Automotive customer

    $10 million

    Saved by automatically detecting defects on the production line

  • Logistics & freight company

    90%

    Less time spent manually tracking shipping inventory

  • Building materials supplier

    60%

    Lower customer return rate with improved product quality

Prevent Recalls Before They Happen with CPG Computer Vision

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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