+50
projects delivered
18
experts in the team
<12 months
to pay back a project


















01
AI-ready, autonomous teams
1 to 2 days
02
Know where AI pays off in your business
1 day to 1 week
03
Your AI solutions in production
2 weeks to 3 months
Guide your teams into this new world.
We train your teams on AI, from the fundamentals to your own business use cases. Ahead of a project, or alongside one. The goal: people who save time the very next week, not slides no one remembers.
Format: 1 to 2 days · on site or remote · Qualiopi certified, eligible for OPCO funding

You want to know where AI (and other technologies) pays off in your business.
You know AI creates value but you're lost in all the noise: this is usually where we start. Our flagship product: the Flash Audit, one day to identify your highest ROI AI opportunities, based on how your business actually runs. Or, if you have a specific need (EU AI Act, governance, tooling and licensing choices, data foundation overhaul), tailored advisory.
Quickly identify AI opportunities across your business.
One day with your leadership and business teams. You walk away with 8 to 15 quantified, prioritized use cases, and the roadmap to deploy them.
Deliverables : AI roadmap + 8 to 15 quantified use cases
Format : 1 day · €2,000 (excl. tax)
An engagement calibrated on your challenge
EU AI Act and GDPR compliance, AI governance, tooling and licensing choices, rebuilding your data foundation. We build the engagement around your topic, with an actionable deliverable at the end: not a report that gathers dust, decisions ready to be made.
You want to put a first AI agent into production.
These agents are already built on real industrial use cases. We adapt them to your data and your processes: no development from scratch, a go live measured in weeks. Three families, one entry point per topic:
And after go live, we don't disappear: impact tracked on your KPIs, continuous improvements, extension to new use cases. Your system improves as the models improve, instead of aging.
Agent 1
Turns an incoming request into a price you can defend, based on the jobs you have already quoted and invoiced.
One specific pain point, one solution delivered fast: supplier invoice processing, RFP responses, document triage, automated quoting. You measure the gain before investing further.
Who it's for: engineering department, sales admin, sales management.
Where we start, your choice:
1. Small batch quoting from drawings
2. RFP responses and technical proposals
3. Quoting spare parts and after sales interventions
4. Sorting incoming enquiries into go / no go before mobilizing the engineering team
From €290 per month, excluding setup fees
Agent 2
Answers the questions whose answer already exists inside the company, sourced, without interrupting the people who know.
Who it's for: after sales, field technicians, production, sales admin, HR, QSE.
Where we start, your choice:
1. Field technician support: machine history, similar breakdowns already solved
2. Identifying a spare part from a photo or a rough description
3. Internal procedures and collective agreement, for managers and HR
4. Standards, regulation and audit preparation
5. Onboarding a new joiner, who asks the machine instead of the person next door
From €290 per month, excluding setup fees
Agent 3
Produces the long, standardized documents nobody has time to write.
Who it's for: engineering department, quality, methods, product marketing.Pour qui : bureau d'études, qualité, méthodes, marketing produit.
Where we start, your choice:
1. Manuals, user guides and multilingual technical documentation
2. Compliance and certification files
3. FMEA and risk analyses
4. Product sheets and catalogs
From €290 per month, excluding setup fees
Your need falls outside these three families: business platforms, end to end automation, projects on data or a scope too specific for an existing agent.
We build with you, on your exact scope.
Quoted per project, no subscription.Book a 30min slot
01
40 to 250 employees
You're a manufacturer, you know AI creates value on your quotes, your engineering department or your after sales, but you don't know where to start, or you have a clear idea and no one to execute it properly. We scope, we quantify, we deliver.
02
250 to 1,000 employees
You have the means and the ambition to deploy AI across your sites. We graft AI onto your ERP and your existing processes, where it creates value, without rebuilding your IT stack. We integrate, we prove, we scale.
03
New products
You're launching a product or a service with AI at its core. You need a technical team at the cutting edge, able to go from idea to product. We design, we build, we make it last.
01
Not from an office
Our agents don't come out of a theoretical spec. Le Chiffreur, Le Référent, Le Rédacteur: each one was born on a mission inside a manufacturer, with its real constraints. Concretely: by the time we arrive at your site, most of the work is already done, the last stretch happens with your teams, not in our offices.
02
as our only compass
Agents, computer vision, RAG: we master the technologies that matter, but no choice is ever made for the tech's sake. Every project starts with a quantified target metric, and is measured against it. If the ROI isn't there, we tell you before we build.
03
under one roof
You talk to the people who design and deliver your system. No project manager relaying messages, no junior billed as a senior, no offshore. About fifteen engineers and domain experts, led directly by the two founders: business scoping and technical architecture talk to each other every day, under one roof.
04
within weeks
No proof of concept left in a drawer: first results in 2 to 8 weeks, measured on your real KPIs. Your data stays in France, on sovereign infrastructure, GDPR by design. And it's verifiable: ask us for references, we'll put you in touch.
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For a manufacturer of around 300 employees based in Toulouse, we built a quoting AI that draws on a decade of past quotes and parts already produced. Every new request, even a custom one, is compared against that history to produce a consistent price and a much faster answer to the client.
Quoting time: from several days to 1 or 2 hours
2 to 3 times more quotes processed over the same period
Margin consistency secured on custom parts
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For a metal parts manufacturer, we added a computer vision layer to their camera-equipped lines: every part analyzed in real time, defects and non-conformities detected automatically, full history traced. Systematic, 100% inspection, without slowing the line.
-35% scrap
Non-conformities divided by 6
100% of parts inspected

For a manufacturer running large volumes of R&D trials, we built a RAG knowledge base from years of tests and reports. Teams ask their question in plain language and find a comparable trial in seconds, with its results, instead of reopening files or interrupting a colleague.
Time to find a comparable trial: divided by 10 (from several hours to a few minutes)
More than 10 years of R&D trials indexed
Redundant trials avoided: a few dozen per year

For an aerospace manufacturer, we built an agent that prepares certification files from the applicable standard and the documents already produced internally (material certificates, test reports, process qualifications). It identifies the requirements to cover, finds the matching evidence among existing documents, and assembles a structured, traceable file, every statement pointing back to its source. Requirements with no evidence found are flagged rather than filled in, so the quality engineer validates before submission. The engineering department went from manual compilation to verification.
Writing time divided by 3 to 5
Files processed in parallel instead of one by one
Submission lead time shortened by several weeks

For the French National Olympic and Sports Committee (CNOSF), we designed Novia, a platform that automates grant engineering: it cross-references public data from the Ministry of Sports with the applicant's project, spots the relevant calls for proposals, and structures a file of institutional quality without an external consultancy. The same mechanics apply to the BPI, regional or European files a manufacturer has to put together to fund investment or AI transformation projects.
From opportunity brief to submission, on a single platform
Grant writing time divided by 5
Sovereignty and guarantees
Three hosting levels. We choose together, based on how sensitive your data is.

GDPR and the EU AI Act apply, whichever level you choose
Sovereign hosting with French and European providers
Models deployed on your own infrastructure. Nothing leaves. Not even to us.
Compliance isn't a layer added at the end. Data minimization, processing records, access rights management: built into the architecture of every system. When an audit comes, you're ready.
Our training programs are Qualiopi-certified, which makes them eligible for French OPCO funding, up to 100% depending on your industry. Your teams level up, your training budget does the work.

The European regulation already applies. We classify your systems by risk level and produce the required documentation. You know exactly where you stand, before anyone asks.
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