Service

AI features & agents

We build AI features that survive production: a human in the loop where a mistake costs money, personal data stripped before the prompt leaves the company, and evaluation that catches regressions before your customer does.

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Signs you need this

If you recognise yourself here, this is the one

  • You shipped an AI feature and nobody in the company can say whether it answers correctly.
  • You want to use AI on company data but don't know what leaves the company along with the prompt.
  • You have thousands of documents, and answering one simple question takes half a day of searching.
What's included

What we do, point by point

What's included

  • An audit of an existing AI feature, or one you're about to ship
  • Search and answers across your documents, with the source cited
  • Agents on repetitive flows: email triage, document processing, reporting
  • MCP servers connecting the model to your ERP, CRM or internal mail
  • Human checkpoints exactly where a mistake is expensive
  • Personal data stripped before the prompt leaves your company
  • Evaluation and tracing: you find out it answers badly before the customer does

What you end up with

  • A live feature in your product, with error handling
  • An evaluation suite you keep running after we leave
  • Source code and technical documentation

What's not included

  • We don't train models from scratch — we use and adapt what exists
  • Inference costs with your model provider are yours

At a glance

Starting at
audit €1,800 · build from €5,500
Timeline
4–6 weeks
Who runs it
Cesar

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Questions

What everyone asks us

How do we know it isn't making things up?

From evaluation. We build a suite of questions with known correct answers and run it on every change. It stays with you after we leave — that's the difference between a feature and a demo.

What happens to our customers' data?

Personal data is stripped from the prompt before it leaves the company. And wherever a mistake costs money, we put a human checkpoint that approves before execution.

Do you train a model on our data?

No. Training from scratch is expensive, slow and almost never necessary. We use existing models and give them controlled access to your data — cheaper, faster and far easier to audit.

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Let's see if we're a fit

Tell us what you sell and where you want to take it. We come back with a clear plan, usually the same business day.

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Straight to us

Based in
Bucharest, Romania
Response time
1 business day

What you get from the first conversation

  • We show you live, on a shared screen, the 15,000-product store and the Amazon account across six markets.
  • You leave with a diagnosis of your store, not a pitch about us.
  • We tell you which package fits, why it fits, and exactly what it costs.
  • We also tell you what isn't worth doing yet, so you don't spend on it.
  • And if we're not the right fit, we say so in that same conversation.