Integrated Generative AI Inspection

Changing what visual inspection AI can do

Turning the inspections that even AI could not handle into ones that run. Inspection Designer is an integrated AI inspection platform built on generative AI, with the industry-first Zero-Training AI that needs no training data and Ultra-Fine Good Product Learning built in.

  • Free consultation and demo
  • Customisation available
Industry firstZero-Training AI, no training data needed
Product

Inspection Designer

The Inspection Designer interface

It starts with zero training.

An integrated generative-AI inspection platform with Zero-Training AI built in

You do not have to wait for defect images to pile up. Our own Zero-Training AI starts detecting with nothing learned in advance. Beside it sit Ultra-Fine Good Product Learning for defects as small as 2px, segmentation, object detection and AI OCR — eight AI types, all developed in house. Inspection flows are built without code, and the AI takes over the annotation, which runs five to ten times faster than annotating by hand.

Cases

Inspections that were hard to automate, now running

See every case
  • Discoloured beans in the feed (Original)
    Discoloured beans in the feed (AI result)
    Food

    Discoloured beans in the feed

    The raw material varies widely in colour and size, so training is laborious — and a change of growing region can mean starting over.

    Solved with Zero-Training AI
  • Coating defects on pre-painted steel (Original)
    Coating defects on pre-painted steel (AI result)
    Metal & steel

    Coating defects on pre-painted steel

    The products come in many bend shapes, and the combinations of shape and colour make inspection settings tedious to maintain.

    Solved with Zero-Training AI
  • Torn nameplates whose text keeps changing (Original)
    Torn nameplates whose text keeps changing (AI result)
    Printing & nameplates

    Torn nameplates whose text keeps changing

    The tear has to be found on a printed label, but changing lot information keeps being judged as a defect.

    Solved with Ultra-Fine Good Product Learning AI
Results

Chosen by manufacturers that lead their industries

From household-name finished-goods makers to the equipment builders who ship our software inside their machines. They span every sector, and they bring us the inspections that are hardest to automate.

See the case studies
Cumulative licences delivered100+As of H2 2026
Set-up and maintenance time90%+ lessCompared with conventional systems
Cost to introduce1/3 or lessFrom interviews with customers already using it
  • Aerospace
  • Automotive
  • Medical
  • Electronics
  • Food & beverage
  • Cosmetics
  • Textiles
  • Metal & steel
  • Semiconductor
  • Moulded resin
  • Logistics & packaging
Voices

What customers tell us

  • Zero-Training AI took our AI set-up from three months to ten minutes.
  • Other vendors had turned us down over our product mix. OUEN had Zero-Training AI, so it felt worth one more try.
  • I was surprised that defects this fine could be found from good products alone.

Read them all

About OUEN

We build visual inspection AI ourselves, as an AI vendor

Since the early days of deep learning we have supplied manufacturers with algorithms we wrote ourselves. Selling is not the finish line for us; running on the line is. Alongside visual inspection we take on contract development with large language and image generation models, and we run AI training for companies.

About the company

Contact us

From questions about introducing generative AI inspection to on-site demonstrations, our specialists are here to help.

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