AI Vision & Inspection

Find Scratches on Mirror-Polished Parts

For makers of chrome trim, polished cookware and hardware where normal cameras see only glare. The AI reads your existing multi-exposure images to find scratches, pits and stains and sends pass or fail to your line.

Why you need it — Today inspectors tilt parts under lights all shift and still disagree. This checks every part the same way.
  • Free scoping assessment first
  • Inspected before it goes live
  • One-time no renewal
  • 1–4 weeks build time, once your material is in
Free first step

Get a free proposal for your business, in minutes

Tell us your business name and we email you what this service would do for it, what we need and the fixed price. No account, no payment.

We use your email only to send this and to answer you.

When you order: a full refund if you cancel before work starts, and if a delivery does not contain what this page lists, we fix it, rebuild it or refund that part.

What you get

  • AI defect checker trained on your own part photos
  • Pass or fail signal to your line control
  • Test showing how many defects it catches compared with your inspectors
  • Defect trend dashboard by cell and shift
  • AI-written note pointing to likely process causes
  • Retraining on new finishes

How your order runs

  1. Questionnaire

    You answer a short questionnaire about your business, your goals and what this service needs.

  2. Five sample concepts

    We prepare five sample setups from your answers, each telling you what the cameras find in a different way — an instant alert, a daily report, a live screen and more.

  3. You choose or mix

    Pick one, or tell us what to take from two of them.

  4. Upload your material

    Send what this service works from — files, data, access or material, depending on the service. We use only what you give us.

  5. We build it

    Our specialist AI team builds the complete service from your choice and your material.

  6. Quality inspector

    An automated inspector checks the work. Anything that fails is rebuilt before you see it.

  7. Delivered

    The finished work arrives in your dashboard, ready to use. Nothing renews.

The five samples usually arrive within minutes. Each service's build time is counted from the day your questionnaire and material are complete.

How it works

What we do for you in this job.

  1. 1Checks every polished part image at the station
  2. 2Finds scratches, pits, haze and stains
  3. 3Sends pass or fail to your line
  4. 4Tracks defect types by polishing cell

Connects to

Connected to the tools you already use.

inspection stationline control system

How we deliver it

The surface checker runs live on your inspection station, signalling your line; we set it up and keep it trained for the first 12 months.
A one-time job: we do the work on your business and deliver the result once; nothing renews.

Choose your plan

One payment for the whole job, delivered once. Need more later? Add extra units any time.

One-time job — one payment for the whole job; we deliver it once, it is yours to keep, and nothing renews.
Every training includes the full quality process: your data is checked before anything runs; images shared between training and test are removed (no contamination); a test set is kept apart and used only once, at the end; and every accuracy figure is measured on it, per class, in a signed report (no inflated numbers). Your data is measured before any GPU starts — if it is larger than your size, we tell you first.
✓ Best price, direct: order here and you pay the price shown, with no marketplace fees.
What your price covers
  • Built on your business — your data, rules and tools — by our specialist AI team, not a generic template.
  • Every delivery passes our quality checks before you see it: tested, working and documented.
  • One payment covers the whole job: the work on your business, our quality checks and the delivered result. Nothing renews.

Included in the price

  • The service built for your business and running (or delivered)
  • A console with findings, snapshots and clips
  • Results as a spreadsheet export

Extras

Tick what you want on top; the total updates as you go.

Total
Continue with these extras

What we need from you

We use only what you give us — we never invent your details.

  • Which inspection station?
  • Which products and finishes?
  • Which defects cause returns?
  • Do you have manual QA records?
  • Who sets reject limits?

Your data stays yours.

The promise, in plain words — and each part is built into how we work, not just written here.

Encrypted, per customer

Everything you send us is encrypted with keys that belong to your account alone.

Used only for your service

Your files and answers are used to build your service — never for another customer's work.

No outside AI without approval

Data you mark confidential is not sent to any outside AI service we have not approved. By default it is handled only by our own tools.

Delete everything, any time

From your account you can delete everything you sent us and everything built from it. Your keys are destroyed, so even backups become unreadable, and you get a deletion receipt. Only the invoice records that accounting law requires are kept.

Add-ons & upgrades

Start with the build, then add what you need — anytime.

Usage top-up: 1 retrain
Extra usage for this service, added to your plan. Valid for 12 months and used only after what is already included runs out.

Built for your sector

Automotive trim manufacturingPremium appliance/consumer goods

Ready to see it built on your business?

Start with a free scoping assessment — we scope it and quote before you commit.

One-time €479
Get started →