Studio · Paris · MMXXIVEdition 2026
The AI Factory — marqueArtificial intelligence, by introduction

Victory belongsto the relentless.

We design precise AI systems for teams that move quietly. One stroke, one intent, one result held.

By introduction · reply within 48 h
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Charles Gave Institut des libertés Université de l'Épargne Avocats Associés Orphée Xavier Raufer Pierre Bruneau Genius_Lab.AI Charles Gave Institut des libertés Université de l'Épargne Avocats Associés Orphée Xavier Raufer Pierre Bruneau Genius_Lab.AI

02 — Principles

Three principles. Held.

01

Engineering first

We break systems down to their atoms and recompose them for yield. Precision before effect.

Principle 01
02

Disciplined frugality

The care goes into the code, not the décor. Capital flows where it produces intelligence, not appearance.

Principle 02
03

Narrow circle

We work with a limited number of clients per quarter. To serve better, deeper.

Principle 03
01 — The ledger

Seven names. One common thread.

A circle that widens by recommendation. Our clients are not prospects : they are people whose momentum we extend.

  1. 01Charles GaveMacro strategy
  2. 02Xavier RauferCriminology analysis
  3. 03Avy BitonLegal counsel
  4. 04Muriel ChatelOperations
  5. 05Hocine BellabedIndustry & logistics
  6. 06Dominique MenigaultSovereign systems
  7. 07Pierre BruneauMedia & influence
  8. 08+ YouSeat open
Intent

A studio, not an agency.

We are neither a consulting firm nor a web studio. We read a problem, choose a trajectory, compose the system and carry it through to real use. AI is the tool — precision is the method.

Plate I

“Carry a project through to its real, daily use.”

Fig. 01

03 — What we know how to build

Four grounds. One cadence.

Piece n° 01

Internal tools

Automate the everyday without weight. AI placed in the right spots, in the right dose.

Detail on request
Piece n° 02

Business applications

Interfaces augmented by an owned model. Know-how turned into a precise gesture.

Detail on request
Piece n° 03

Multi-agent systems

Architectures that orchestrate several intelligences for genuinely non-linear problems.

Detail on request
Piece n° 04

Roadmap execution

When the strategy is set, we take the lead through to deployment. Quietly.

Detail on request

07

Co-opted pioneers

12 d

Brief to prototype

100%

Proprietary code

48 h

Guaranteed reply

04 — The founders

Two hands. One standard.

The Factory is a hand-led studio. Every file is read, every trajectory chosen, every delivery signed.

05 — Selected work

Three files. Three principles, applied.
File 01

Université de l'Épargne

Case study →
File 02

Avocats Associés

Case study →
File 03

Orphée

Case study →

07 — Signed testimonials

A rare rigor of execution. Where others hand over slides, they deliver a system that works.

Charles Gave

Institut des libertés

Frugal, fast, dogma-free. The only studio that gave me back time instead of taking it.

Avy Biton

Avocats Associés

They understood the problem in twenty minutes. Prototype in three weeks. Production in six.

Hocine Bellabed

Industry & logistics

Genius_Lab.AI

Frugal by choice, open by principle.

Our in-house lab ships open-source building blocks that let our clients move further, faster, and cheaper.

06 — Our method

Phase 01

Clarify

Cut the noise. Isolate what must succeed.

Phase 02

Frame

Define the scope, the team, the deadline.

Phase 03

Build

Ship the code. Tests, iterations, finish.

Phase 04

Deploy

Go live. Operate, hand over, keep watch.

08 — The journal

Notes · method · views.

001
Method

Deciding fast when everyone wants a say

Getting out of committees without breaking the house. A simple grammar to choose without flattening.

May 2026Read →
002
Studio

Shipping a clean model in six weeks

A complete, frugal, reproducible method. From dataset to deployment, with no fat.

April 2026Read →
003
View

Own the model, or inherit the next one

Why owning your AI is quietly becoming the precondition of a company's autonomy.

March 2026Read →
First contact · 001

Let's talk about your next stroke.

A short, thirty-minute exchange. You tell us the problem. We'll say plainly if we're the right hands — and how we'd build it.

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