Your demo works. Now make it real.
The prototype dazzles in the demo, but there's a chasm between a notebook and a product that survives real users. We help you cross it: from experiment to a reliable, observable, deployable service, without rewriting everything.
Ship my PoC to productionWhat we leave in place
AI in production,
with human control.
We don't build demos or standalone chatbots. We put AI to work inside your product with three things from day one: evaluations, limits and cost per result.
Evaluations
A set of real cases we use to measure every prompt or model change, so we know whether it improves or degrades before it ships.
Limits
What AI can do on its own and what needs human approval, written down and enforced in code, with the option to switch it off if something fails.
Cost per result
We measure what each useful result costs, not each call, and review the spend every month.
What we set up here
Reviews every PR against your standards, catches hardcoded secrets and fragile paths before they reach production.
Creates and runs test cases for critical flows, including the edge cases that break prototypes.
Scores each model version against a golden dataset so you know if a change improves or degrades the output.
What we measure
Signal-to-Ship
Measure how long a validated idea takes to reach production reliably. Don't celebrate the demo; celebrate the first real user served without incidents.
Problems we solve
Problems we solve
Works on my machine
The prototype relies on loose keys, hand-pasted prompts and manual steps. No one else can reproduce or deploy it with confidence.
Unpredictable outputs
The model nails the demo and breaks on real cases. There's no systematic way to know whether a change makes the output better or worse.
No safety net
No logs, no traces, no alerts. When something breaks in production you hear it from the customer, not from your system.
What we leave in place
How we work
3-hour diagnosis (€300, VAT not included): technical map, risks, roadmap and estimate.
We work with an hour bundle or as a Monthly or Hands-on CTO, with the HALO method cadence.
Every deliverable is closed with a verified signal, and you see every hour in your portal.
Frequently asked questions
Do you only work on AI products?
No. We work with startups and companies building a digital product: an app, a platform or connected hardware. AI is our specialty, not a requirement.
How does the diagnosis work?
It's 3 hours: a session of about 2 hours and a written plan with the technical map, risks, roadmap and an estimate. It costs €300, VAT not included. If you then book hours with us, the €300 is deducted from your first invoice.
Who owns the code?
You do, 100% and from day one, along with the documentation and deliverables. No vendor lock-in.
Let's talk about your specific case
Tell us what you need and we will respond in less than 24 hours with a concrete action plan.
Ready for the next step?
In the diagnosis (3 h, €300, VAT not included) we analyze your product and give you a written plan: technical map, risks, roadmap and estimate. If you then book hours with us, the €300 is deducted from your first invoice.