Working together.
Artificial intelligence consulting, audits and product design — for companies, freelancers and individuals, in Angers, France, or remote.
Three trades, one person to talk to: guiding AI adoption, building custom products, and migrating existing applications. Direct, no platform, no commission. Seven formats to work with me.
- No middlemen
You talk to me directly. No agency, no commission, no middleman blurring the scope.
- Clear scope
The scope is written right here. If the project outgrows it, we sign a clear amendment — not a hidden add-on.
- Handover-ready code
Everything I write is designed so another team can pick it up. That's my definition of shipped.
- An honest calendar
I tell you when I can start, when I can finish, and when I stop. No overcommitting.
Seven ways to work with me.
Pick the one that matches where you are. If you're not sure — it's probably the first one. That's exactly what the scoping day is for.
- 01One day
AI scoping workshop
You have an idea, a doubt, a promise worth digging into. We spend a day together — you, your team and me — sorting out what's possible, what's necessary, and what isn't worth pursuing.
- →A written scoping memo — clear and signed
- →A map of the technical options, with their costs
- →A 90-day roadmap, staged by value
Duration1 day, on-site or video call
- 02Two to four weeks
FDE Sprint — AI engineer deployed at your site
The « Forward Deployed Engineer » format: I embed with your team, take a business process that costs hours, and turn it into an AI system in production — measured before and after. Week 1: immersion and scoping on your data. Weeks 2 to 4: build, production deployment, handover. No final report: a running system, and the numbers to prove it.
- →An AI system in production, in your environment
- →A written, signed before/after impact measurement
- →The code, the accounts and a handover workshop with your teams
Duration10 to 20 days, embedded with your teams
- 03A few days
AI agent prototype
An AI agent idea you need to test, fast. We start from your use case and end with an agent that runs — an assistant that acts, not a slide-deck demo. Enough to decide with your eyes open before investing more.
- →A working agent, deployed, that you can try
- →The Git repo and the keys, ready to hand over
- →An honest memo: what it can do, its limits, what comes next
Duration2 to 4 person-days
- 04One to two weeks
Custom chatbot
A conversational assistant plugged into YOUR content — FAQ, documentation, internal knowledge base. It answers accurately, cites its sources, and fits into your site or your support desk. Not a generic chatbot: yours.
- →A chatbot trained on your corpus, with an embeddable widget
- →Anti-hallucination guardrails and sourced answers
- →A dashboard of the questions people ask, so you can improve it
Duration5 to 10 person-days
- 05Three to six weeks
Custom SaaS application
We start from zero and end with a product you can show, sell and grow. Front end + back end + AI, accounts, payments, deployment — with design intent from day one. You walk away with the code, the accounts, the keys.
- →A deployed application, on your infrastructure or mine
- →The complete Git repo, documented, ready to hand over
- →A handover workshop with your team, so you can take the reins
Duration15 to 30 person-days
- 06Several weeks to several months
Long-term product engagement
You need a partner who thinks product, writes code, and doesn't vanish after delivery. I embed with your team, own whole areas, pass on what I know — and leave when you no longer need me.
- →A continuity commitment (calendar, availability)
- →A written monthly progress review, for your records
- →A clean handover clause, built into the contract
DurationPart-time or full-time
- 07By the hour
Expert review — a second pair of eyes
You have a technical call to make, a prompt that won't behave, an architecture to challenge, AI-written code that needs a review. One call, one shared board, decisions. Clean.
- →A written note after the session, readable by the whole team
- →Traceable references and trade-offs
- →An optional two-week follow-up, free of charge
Duration1 to 4 hours
How it works.
Four steps. No sales funnel, no free pre-scoping that drags on for two months. We talk, we sign, we build, we hand over.
- 01First conversation
30 minutes on the phone. We figure out whether we want to work together. If not, I'll point you to someone who fits.
- 02Written proposal
One page. Scope, deliverables, price, timeline. To sign or renegotiate — not to interpret.
- 03Build
We work in short sprints, with a weekly demo and a written summary. You watch it move forward.
- 04Handover
On the last day I hand you the keys, run an onboarding session, and stay reachable for a month.
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