Mandate II · Build & Defend
Built from day one around what your business actually needs. Built to evolve. And built to survive the incident.
We build your system and we put it into production. Then we defend it so it keeps performing. AI designed to perform over the long run. And the day an incident happens, we are already there. Diagnosis, response, evolution.
AI deployment in production
Systems that real users depend on. LLM applications, retrieval architectures, agents. Built from day one to last in production, documented well enough to satisfy any scrutiny. The technical file is written during the build, not after it.
AI risk & incident response
When an AI system goes wrong in public. A chatbot that commits you, a biased decision, a leak. A retained capability for diagnosis, containment, and the regulatory file. The first 48 hours decide the rest.
How it runs
Four steps. No surprises.
Frame
The use case, the data, the scrutiny requirements. What the system will one day have to prove is decided now.
Build
Short iterations, demonstrations on your real data, decisions documented as we go.
Ship
The system goes live with its technical file complete. Monitoring, logs, traceability.
Hand over and watch
Your teams take the controls, trained. And if you want it, we keep an eye on it, continuously.
A law firm that came for the standard and stayed for the build.
The initial ask: technical expertise on ISO/IEC 42001 and the AI Act. The mandate grew into a legal-tech program: workflow automations and AI tools designed with the firm, held to the standard lawyers apply to everything. In production today.
Straight questions
What we get asked before signing.
What technologies do you build with?
The ones your case requires, not the ones a commercial partnership requires. LLM applications, retrieval architectures, agents. Every technical choice is documented, justified, and reversible. The technical file is part of the deliverable, not part of the promise.
Our data is sensitive. How do you handle it?
As exhibits in a future audit. Hosting perimeter decided with you, end to end traceability, logged access. A system built for scrutiny protects your data by construction, not by declaration.
What exactly does the incident retainer cover?
Activation within 48 hours, technical diagnosis, containment, and the regulatory file if the incident has to be notified. You do not go looking for an expert mid crisis. You already have one.
Who maintains the system after it goes live?
Your teams, whom we train and equip during handover. And if you would rather we keep watch continuously, that exists as a standing mandate.
Your next system deserves to be born ready for scrutiny.