Foreign Object Detection AI

Catch contaminants and debris before they reach customers with vision AI.
Shipping container with OCR output

Foreign Object AI for Protecting Product Quality and Safety

Deploy Anywhere, Run Everywhere

Run foreign object detection on the edge, on-prem, in your VPC, or via API wherever you need it.

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.
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions

Talk to a vision AI engineer who's helped ship in regulated manufacturing

One missed contaminant, FOD incident, or out-of-spec lot can cost more than a year of inspection - and the FDA, FAA, or your largest customer doesn't grant a second chance. Bring us your toughest foreign object problem and we'll map a working solution on the first call.
  • Live demo on your line data or sample images
  • Deployment options: edge, on-prem, air-gapped, or VPC
  • ROI modeling against recall, scrap, and rework costs
  • We will connect you with an AI subject matter expert on our team based on your answers.
    What challenges would you like to solve with vision AI?
    Where will you run vision AI?
    Are you replacing a current solution with AI or will this be a new solution?
    How many detections do you anticipate per month?
    Describe the business problem you would like to solve.
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    Over 16,000 organizations build with Roboflow.

    “Roboflow has been instrumental in accelerating our learning and deployment of innovative AI solutions”
    Travis Turnbull Vice President & CIO, Pella Corporation
    See customer stories
    Trusted by top manufacturers

    Catch Foreign Objects Early, Prevent Recalls

    Turn unseen contaminants into instant insights with Roboflow's foreign object detection AI - built for the high-speed, high-stakes environments where a single missed fragment can trigger a recall. Roboflow delivers accurate, scalable foreign object detection with flexible infrastructure that fits any facility.

    • Detect metal, plastic, glass, bone, wood, and stray organic matter in product streams
    • Catch capsule, vial, and bottle contamination before lot release
    • Verify products against ingredient, allergen, and clean-room standards in real time
    • Flag stray fasteners, shavings, wiring, or tools left behind on the line
    • Identify foreign inclusions in molded, machined, or assembled parts
    • Spot debris on runways, hangars, and aerospace assembly floors before it causes damage

    Bring intelligence to every inspection today. Stop foreign objects from reaching your customers, triggering recalls, or eroding trust.

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