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Visual inspection AI

We build vision systems that check parts, packs and assemblies on your line from camera images, flag defects and log every result. Inspection is the same on every shift, and you keep an image of every rejected part.

Who it's for

Manual inspection on the line

Quality depends on who is on shift and how long they have been there.

Defects reaching customers

Complaints arrive and you cannot show what was checked.

Fast lines

Parts move too fast for people to inspect every one.

What you get

  • Trained on your parts

    Models trained on images of your good and defective parts, not a generic library.

  • Measured accuracy

    Miss and false-reject rates measured on held-back images and shown to you.

  • Runs on your cameras

    Existing or new industrial cameras, with the model on a device beside the line.

  • Reject signal

    A signal to your PLC to divert or stop, within the line's timing.

  • Image log

    Every image and decision stored and searchable for audits and customer claims.

The first two weeks

After two weeks a model trained on your images flags one defect type, with its accuracy measured on images it has not seen.

After that

More defect types and stations

PLC and line integration

Counting and measurement

Reports by shift and batch

Scope it in 60 seconds

Three questions. You get the shape of the first two weeks and the stages after, and you can send it to us as your brief.

Where are you today?

Built for our clients and running today.

Most of our work since 2007 is under NDA. These three we can show.

Flagship delivery · Client under NDA

From impossible to possible: a story rebuilt as a platform people return to.

A subscription platform with an AI guide, a members' community and regional pricing, designed, engineered and launched by eORB.

KwikL · B2B software · United States

KwikL: a sales platform that finds ready buyers.

It reads a company's website, finds the businesses most likely to buy and helps the team reach them. Strategy, brand, product design and engineering by eORB.

Nth Origin · Media technology

Nth Origin: a film studio in the browser.

One place to take a film from first idea to final cut: script, storyboards, takes and master. Identity, product design and platform architecture by eORB.

See all work

Insights.

One business question a day from our team, plus longer notes on selling, brand and the systems behind them.

Latest article

WebGPU or WebGL: what we ship in 2026 and why

WebGPU is in every major browser, WebGL still reaches everyone. How eORB decides per project, with a fallback so no visitor sees a blank box.

Read the articleLatest comparison

Browser 3D vs Unreal Engine vs video for a product launch

Reach, quality, cost and what the customer can do with it. When a configurator in a tab beats a film, when Unreal is worth it, and when video is still right.

Read the comparison

Questions buyers ask

How many images do you need?
It depends on the part and the defect. We start with what you have and tell you after the first week whether more examples are needed, and how many.
How accurate is visual inspection AI?
As accurate as we can measure on your parts. We report the miss rate and false-reject rate on images the model never saw, and you decide whether it is ready.
How much does visual inspection AI cost?
It depends on the number of stations and defect types, and what it connects to on the line. Tell us what you inspect and we'll give you a clear idea.
How long until it runs on the line?
One defect type is measured after two weeks. Line integration is the next stage, with a written date and a trial run before it takes over any decision.

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