Artificial intelligence · your data stays with you

Your teams use ChatGPT. Your company hasn't gained a thing yet.

We wire AI into your real processes: your documents, your tools, your data. And when it matters, it runs in France, on your side, with nothing leaving.

Already in production at a French local authority, the most demanding client there is about its data.

Internal assistant
Hosted in France · nothing leaves
▍

Example · fictional company and documents

The reality

Almost everyone is “doing AI”. Almost nobody is gaining from it.

67%
of French companies with 20+ staff use generative AI
Source: Banque de France, 2026
57%
of SME and mid-cap leaders have no AI strategy
Source: Bpifrance Le Lab
37%
of employees who use AI haven't told their manager
Source: Datacraft & Inria, 2025
13%
of small businesses use it to analyse their documents
Source: France Num barometer, 2026

Teams have a free tool; the company hasn't changed a single process. What's missing in between is the engineering that wires AI in where it pays.

What gets in the way

Four reasons AI hasn't changed anything for you yet.

  • 01

    Nobody knows where to put it

    It is the first obstacle cited, ahead of budget and technology. Everyone has tried ChatGPT; nobody has found the process where it would really save time.

  • 02

    Data is leaving, and nobody decided it should

    Contracts, customer files, prices: your teams already paste documents into consumer tools, on personal accounts.

  • 03

    The prototype never reaches production

    An impressive demo, then nothing: messy source data, no connection to your tools, nobody to maintain it.

  • 04

    Your teams need training

    The EU AI Act (Article 4) asks that the people who use AI in a company are trained to do so. Better a framework now than a scramble later.

Where does your data go?

The same question to AI. Two very different journeys.

Consumer AI toolpersonal account, no rules
YOUR COMPANYEmployeeServeroutside EU?contracts, customer files, prices…
  • ✕ Nobody knows what left, or where it went.
  • ✕ No audit trail, no rules, no access by role.
  • ✕ The tool knows neither your documents nor your processes.
Private AIhosted in France, on your side
YOUR COMPANY · HOSTED IN FRANCEEmployeeIAopen modelYour toolsERP, documents…
  • ✓ No data leaves your perimeter.
  • ✓ Named accounts, access by role, usage log.
  • ✓ It answers from your documents, with its sources.

What we set up

Four ways to make AI work for you, not next to you.

The way in

AI diagnostic

Two hours with you and your teams. We find the processes where AI would save the most, and you leave with a roadmap that puts a figure on three use cases in time saved.

  • 3 use cases, with figures
  • The data risks of each
  • An order to roll them out

Confidentiality

Private AI, policy and training

An internal assistant on an open model, hosted in France, with named accounts. A clear usage policy, and your teams trained to use it properly.

  • Internal assistant hosted in France
  • AI usage policy
  • Team training

Our core business

AI wired into your tools

Beyond the prototype: AI built into your business software, your ERP or your CRM, with clean data, access by role and long-term maintenance.

  • Integration with your existing tools
  • Human review of doubtful cases
  • Maintenance and new features

The best return

Your documents, read and filed

Invoices, purchase orders, delivery notes, contracts, catalogues: AI reads them on arrival and files them in your tools. A person only reviews what it flags.

  • Automatic extraction and checks
  • Matching against your data
  • E-invoicing flow connected

Use cases

Where AI already saves time, team by team.

Real case · Vigie

Checking shelf prices photographed in store

Before

Every price check was read and retyped by hand from the photo of the label: about twenty seconds a line, millions of lines.

With AI

The AI reads the photo and proposes the price; a person only reviews the cases it flags as doubtful.

207,000
AI checks in 30 days
3.4 s
per price check, median
~3,000 h
of retyping avoided per year (estimate)
Read the case study →

How we move forward

You see AI run on your documents before you commit.

  1. 01

    2-hour diagnostic

    We find the processes where AI really pays off, and those where it is useless.

    Free
  2. 02

    Free prototype on a real process

    With your real documents, in one week. You judge it for real.

    You only pay if you keep it
  3. 03

    Go-live

    Connected to your tools, teams trained, then maintained.

    Fixed price

Your questions

What people ask us before wiring in AI.

“Which AI model do you use?”

Whichever suits your data. When confidentiality comes first, an open French or European model, hosted on your side or in France. When it isn't an issue, a major provider's API can perform better. We choose during the diagnostic, with you.

You always know where your data goes, and why.

“Will our data be used to train a model?”

No. With a model hosted on your side, nothing leaves. With an external API, we only use business plans whose terms exclude training on your data.

Your documents stay your documents.

“What if the AI gets it wrong?”

It will, sometimes, and that is planned for. We design every process so the AI flags its doubtful cases and a person decides. On Vigie's shelf-price checks, 6% of the AI's proposals are corrected by a person.

AI handles the volume. Your teams keep the decision.

“How much does it cost?”

The 2-hour diagnostic is free, and so is the prototype on a real process, built in one week. You only pay for what comes next, at a fixed price, if you keep it. Hosting a private model has a monthly cost, which we price before we start.

You never sign without seeing AI run on your own documents.

“What about GDPR and the AI Act?”

AI hosted in France, with named accounts and a usage log, makes compliance much simpler. The usage policy and team training are part of the private AI offer.

A clear framework beats a ban nobody follows.

The free prototype

1week

to see AI wired into one of your real processes, with your real documents. For free.

  1. 2 h

    We find where you are losing time, together

  2. 1 week

    We build the prototype, for free

  3. Then

    You only pay if you keep it, at a fixed price

4 prototypes a month · by application · no commitment