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
HALO Operational Framework

Agentes Trabajadores:
Scale without increasing headcount

In the HALO framework, we don't look for "chatbots". We build Worker Agents that live in your process, make decisions within your boundaries, and generate results 24/7.

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.

Worker Agent Examples for this sector

WORKER 01Evals Agent

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

WORKER 02Input/Output Guardrail

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

WORKER 03Drift Monitor

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

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.

Typical results

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

2h diagnosis — we identify what to automate first

2

Delivered live in 2-6 weeks

3

Post-launch support included

Frequently asked questions

How long does a typical implementation take?

Most automations are live within 2 to 6 weeks. The initial diagnosis gives you an exact estimate for your specific case.

Do I need an internal technical team?

No. We work directly with the operational lead of the area to be automated. If you have IT, great — but it’s not a requirement.

What if what you deliver doesn’t work?

Full guarantee: if the diagnosis generates no clear value, we refund the €300 in full. For implementations, we include post-delivery support and an adjustment period.

Let's talk about your industry-specific case

Tell us what you need and we will respond in less than 24 hours with a concrete action plan.

Ready to automate?

In the €300 diagnosis we analyse your bottlenecks and deliver an exact automation and ROI plan. Reimbursable on the first project.