AI Platform & Model Engineering

Find Where Your AI Gets It Wrong

We find the specific kinds of cases where your AI model makes mistakes, name them, and keep checking them after every update.

  • One-time job one payment, yours to keep
  • Inspected before it goes live
  • One-time no renewal
  • 3–6 days build time, once your material is in

What you get

  • Weak-group discovery over production inputs and outcomes
  • AI-named catalogue of weak groups with examples
  • Weak-group tests in your training process
  • Group-level accuracy monitor with alerts
  • Monthly report of new and fixed weak groups
  • Export of hard examples for relabelling

How your order runs, after you choose a plan

  1. Questionnaire

    You answer a short questionnaire about your business, your goals and your style.

  2. Five sample concepts

    We prepare five sample directions built from your answers — designs, personalities, layouts or setups, depending on the service.

  3. You choose or mix

    Pick one, or mix them — for example the colours of one with the layout of another.

  4. Upload your material

    Send your logo, photos, prices and texts. 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. Live

    A website goes live on your own domain; everything else arrives in your dashboard.

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 it does for you, every day, once it is live.

  1. 1Groups new production inputs and outcomes to find error clusters
  2. 2Names each weak group in plain words with examples
  3. 3Runs weak-group tests on every new model in training
  4. 4Alerts when accuracy drops in any named group

Connects to

Connected to the tools you already use.

production logstraining setupalerts channel

How we deliver it

Your own AI model, hosted and run by us
We train it on your own data and run it for you: you use it from a private page in your account, with a plain reason next to each answer and a report of how accurate it is. If it cannot beat a simple baseline, we tell you instead of delivering it.
Discovery and monitoring run live on your own production logs and training process; we set up and maintain them.
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-time
$129paid onceno renewal
$129paid onceno renewal
$129paid onceno renewal
  • The whole job, delivered once and yours to keep.
  • Included in the job — Scenario runs: up to 5More when you need it: $9 for 1 extra ($0.02 each)
Order the one-time job
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.
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.
  • On a monthly plan, the AI usage is included up to your allowance, so your bill is predictable. Beyond it you pay only the rate shown, or move up a size.
  • On every plan: we keep it live and running, improve it each month from its own results, and your monthly care rounds cover changes, fixes and help.

Included in the price

  • The service built for your business and running (or delivered)
  • A working model app: upload rows, get answers with reasons
  • A plain-language model card with measured accuracy

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.

  • What does the model do and where does it run?
  • Where are inputs and true outcomes logged?
  • Which errors cost you most?
  • Which training setup do you use?
  • Who should get alerts?

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 — Scenario runs: 1
Extra usage for this service (Scenario runs), added to your plan. Valid for 12 months and used only after what is already included runs out.

Built for your sector

Ready to see it built on your business?

Order the one-time job — we build it on your business, deliver it once, and it is yours to keep.

One-time $129
Get started →