Evals & guardrails

Trust, not hope. Measure it.

Shipping AI to real users with no evaluation or boundaries is roulette with your reputation. We build the evals, guardrails and traceability system that lets you deploy with confidence and meet the AI Act prepared, not improvising.

Secure my AI product
AI specialty

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

01Evals Agent

Runs your evaluation suite against every change and blocks the deploy if quality drops below threshold.

02Input/Output Guardrail

Filters malicious requests and out-of-domain or unsafe responses before they reach the user.

03Drift Monitor

Detects when model behavior drifts over time and alerts before it affects users.

What we measure

Boundary Breach Count

Count how often an agent tries to cross its limits and is blocked. A visible, declining number is the best proof your AI is reliable and auditable.

Problems we solve

Problems we solve

1

You can't tell if it improved

You tweak a prompt or a model and cross your fingers. Without an eval suite, every release is a blind bet.

2

Hallucinations and out-of-bounds answers

The model invents facts, answers what it shouldn't or drifts off-domain. Without guardrails, a single case can cost you a customer.

3

The AI Act is coming

You have no decision logs, risk assessment or traceability. When the obligations land, you'll start from zero and in a rush.

What we leave in place

Automated evals on every release
Guardrails that block the unsafe
Traceability for every decision
A clear path to the AI Act

How we work

1

3-hour diagnosis (€300, VAT not included): technical map, risks, roadmap and estimate.

2

We work with an hour bundle or as a Monthly or Hands-on CTO, with the HALO method cadence.

3

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.

We'll only use your details to reply to you. More in the privacy policy.

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.