The demo works. Real users, real data and real load are another story. We find what stands between your AI proof of concept and production, then build it — for a price agreed upfront.
Book an audit call ↗We review architecture, LLM cost and latency, reliability, security and data handling. You get a written report and a 90-day plan with a fixed price for the sprint.
€4–8k
We build the plan: production backend, retrieval and evals, cost tracking, CI/CD, monitoring and access control. Demo every week, repo access from day one.
€20–40k
Release, documentation and runbooks. Code, cloud and credentials are transferred to you.
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Code, cloud, documentation and credentials stay in your accounts. No lock-in.
CASE 02 · AI / NLP ANALYTICS
An AI analytics platform that turns large volumes of text into insights. After the rebuild, customers get results sooner and the product handles far more data — so it can take on bigger clients without breaking.
Free, no obligation. You talk to the engineer who would lead your project — not a sales rep.
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Because a demo only has to work once. Production has to work for every user, every day: with real data, predictable cost, monitoring, security and someone who owns it. Those parts are usually left for later — and later never gets a budget.
Only if the audit shows it is cheaper than fixing it. Usually we keep what works and rebuild the parts that will not survive real load or real data.
Any. OpenAI, Anthropic, open-source models, your own fine-tunes — in Python or TypeScript, on AWS, Google Cloud or Azure. We work in the stack you already have.
We measure cost per feature and per user, then cut it with caching, smaller models where quality allows, better retrieval and prompt changes — checked against evals so quality does not drop.
The audit is €4–8k and takes two weeks. The production sprint is €20–40k for 4–8 weeks, at a fixed price agreed before we start.