AI is an opportunity — and a threat to anyone leaving their systems as they are. Left unchecked it opens breaches: over-broad access, data walking out, actions nobody can trace. We audit what you have, hand you a remediation plan, and ship bricks where control is built in from the start. Your data stays hosted in France.
Governance is a property of the code, not a policy document. We begin by mapping every account against what it can actually reach — then narrowing it. A single decision point rules who sees what; roles are read from the record, never from a cookie. Every agent action carries a name, a timestamp and a signature your teams can read back. Auditable end to end, on your servers.
We design and operate systems that age well: business applications, portals, platforms. French grandes écoles run their hackathons and teaching environments on them — delivered as finished products, not as building sites to reopen.
Ageing well is engineered, not hoped for. We begin by writing down each structural choice and the reasoning behind it, so whoever inherits the system — human or agent — inherits reasons rather than guesses. One concept, one source, one derived view: no parallel copy waiting to diverge. Your team receives the keys, the documentation and a running system it can change without us.
Your archives, documents and event streams become summaries you can actually decide on. The same methods — data science, Python — support research projects in sport, finance, computing and physics.
What you already hold says a great deal: production, prices, sensors, simulation output, training loads — and your customers too. But insight rarely comes from one side alone. We cross your own data with what is happening outside: the market, your competitors, the public sources in your field. It is that meeting which yields an indicator a strategic decision can genuinely rest on.
Your existing systems first: we impose no architecture. An ageing site is rebuilt, a Sage ERP or a legacy C++ codebase is taken over piece by piece, technical debt is absorbed — while your services keep running.
Nothing is thrown away before it is understood. We begin by reading what you run and naming the three parts that hurt most. Around them we put tests, then replace behind a stable interface, module by module, each step reversible. Data moves in stages, users notice nothing, and your own developers stay in the loop because they review every merge.
The substrate carrying your bricks watches their state, absorbs updates and corrects drift without asking you. We take on the upkeep of what you chose: maintenance becomes a routine of the system, not an annual budget.
Control is hybrid, by design. Our own tooling watches continuously, diagnoses and prepares the fix; our team signs it off before anything reaches production. You are asked for neither the detection nor the routine judgement — you get a readable report: what was repaired, what was updated, what needs your decision. Automation does the work; accountability stays human.
We assemble proven open-source components — Odoo, Moodle and others — rather than fragile bespoke code, fitted to your processes. We propose, you decide: nothing that locks you into a platform you do not control.
Free software is a supply chain, and it deserves the same scrutiny as any other. We begin by listing what the ecosystem already publishes for your trade, then judging each candidate on its community, its release history and its exit path. Configuration lives in your repositories, records on your servers, exports always available. Walk away from us and everything keeps running.