Manual inspection on the line
Quality depends on who is on shift and how long they have been there.
What we build
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
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 partsModels trained on images of your good and defective parts, not a generic library.
- Measured accuracyMiss and false-reject rates measured on held-back images and shown to you.
- Runs on your camerasExisting or new industrial cameras, with the model on a device beside the line.
- Reject signalA signal to your PLC to divert or stop, within the line's timing.
- Image logEvery 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
- 01More defect types and stations
- 02PLC and line integration
- 03Counting and measurement
- 04Reports 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 an engineer as your brief.
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?
The two-week prototype is a flat price agreed on the first call and shown in your currency. Line integration and more stations are quoted after it in stages with dates.
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.
Start with this
An engineer reads your brief and replies within minutes.
Related
Eyes that never blink.
Cameras you already have, watching for defects, counting, and flagging what shouldn't be there, trained on your images.
Manufacturing and engineering
A catalogue buyers can quote from, a line you can see from anywhere, inspection that never blinks.
A model that knows your business.
A model trained on your data for your task, with the proof it beats the baseline, served to a cost you agree.