Audit · Integration · AI Training

Custom AI integration & training

You have hacked together AI tools that already run part of your business, or your teams have: an app vibe-coded with Claude Code, n8n automations, homemade scripts. We take over what exists, make it reliable, secure it and ship it to production. Then we train your team to run it.

You already tinker with AI. But you're stuck.

AI subscriptions, zero measurable ROI

ChatGPT, Claude, n8n... the licenses pile up, but nobody can actually say what they bring in.

Your automations break, nobody fixes them

A no-code workflow hacked together fails, and the whole chain stops, because there's no technical profile in-house to repair it.

Your AI-built app runs your business, with no safety net

You coded an internal tool with Claude Code without being a developer. It works, but with no tests, no security, and nobody to take over the code the day it breaks.

Your AI champion is in over their head

The founder or ops person pushing AI has hit the limit of what they can do alone. They need real technical backup.

You want to industrialize, without the profile to do it

You sense the potential of agentic AI, but nobody in-house truly masters it well enough to move from tinkering to production.

What we install in your company (and leave behind)

Not a PDF of recommendations. Configs that run, on your tools, your processes, your repos.

Your critical tools and processes, made reliable

We take over your hacked-together apps and automations, or build new ones, then ship them to production: reliable agents wired into your real tools (CRM, email, docs, database), with tests and error handling.

Apps, agents and workflows made reliable
n8n / MCP / API integrations
Error handling and guardrails
ROI measured from day one

Your Claude Code & agents environment

We set up your AI dev and automation tools cleanly, tailored to the way you work: project configs, agents, custom commands.

Claude Code configs on your repos
Custom agents and commands
Domain prompt library
Standards and best practices

Your data and access, secured

We clean up the risky hacks: vibe-coded apps with no tests, stray API keys, mishandled sensitive data, uncontrolled access. We secure before we industrialize.

Audit of access and API keys
Sensitive data / GDPR handling
Subscription cost control
The right model for each use case

Your runbooks & documentation

Everything we put in place is documented so your team can operate it day-to-day without depending on us.

Step-by-step runbooks
Workflow documentation
Troubleshooting procedures
Full handover to the team

How we work

A short sprint, results in production. Not a 6-month project.

Mapping

We audit your current AI usage and map your critical processes. We spot what's hacky, what costs too much, what pays off.

Audit of AI tools and subscriptions
Mapping of key processes
Quick wins identification
Prioritization by ROI

Setup

We configure and ship the agentic tooling to production on 1 to 2 real processes. We secure it, we test on your real data.

Configs and agents on your tools
Real production deployment
Access and data security
Testing on real data

Training & handover

We train your team to run and evolve the system. You leave autonomous on the day-to-day.

Custom team training
Runbooks and documentation
Agentic best practices
Full handover

A sprint to start, an engagement to go further

We start with a fixed-scope sprint. What follows is optional, you decide once the ROI is proven.

Integration sprint

Point d'entrée

From €4,000

2 to 4 weeks

The entry point. Mapping, one critical process shipped to production, and training for your team.

Audit & mapping of your AI processes
1 to 2 processes shipped to production
Configs and agents on your tools
Access and data security
Training for your team
Runbooks & documentation

Ongoing partnership

Custom quote

Monthly, no commitment

We evolve the system, industrialize new processes, and grow your team's skills over time.

New processes industrialized
Continuous evolution and optimization
Support and troubleshooting
Team upskilling
Watch on new agentic tools

Why us

We ship configs, not slides

We're not consultants who hand over a slide deck and leave. We walk away from your company having left agentic tools running in production on your real processes.

Builders, not evangelists

You're already convinced by AI, no need for another conference. We go straight to the doing: integration, production, measurable results.

Your team keeps control

The goal isn't to make you dependent. We train your teams to run the day-to-day. We stay around to evolve the system, not to hold it hostage.

Cost control

Subscription optimization, the right model per task, caching. We turn your AI budget into a managed investment, not a money pit.

Technologies used

Claude Code Agents IA n8n IA Générative NestJS

They trusted us

Founders and business owners who had a project, a need, a deadline. Here's what they have to say.

"Disponibilité, réactivité et implication. Valentin est professionnel et pédagogue."

Alban B.

CEO Belho Xper

"Il allie une expertise technique pointue à une solide vision business."

Charley A.

Co-fondateur Avnear

"Nous avons travaillé ensemble sur la conception d'une automatisation IA pour un E-commerce. Le suivi a été régulier, clair et efficace. Les délais respectés et le résultat impressionnant."

Chihab A.

CEO E-commerce

"Valentin a su être à l'écoute de mes besoins et les retranscrires dans une application de gestion de clientèle. Les résultats ont été plus que satisfaisants et de haute qualité."

Sandrine V.

Gérante Sandrin's Nail

"Une entreprise qui sait s'adapter parfaitement au besoin client."

Stanislas M.

Commercial

"Le site est clair, rapide, et nous permet de mettre en avant nos services de manière professionnelle. Nette augmentation des demandes."

Christophe R.

PDG Ravi Groupe

See all client reviews

Frequently asked questions

Does my team need to be technical?

No, that's the whole point. We set up systems usable by non-technical profiles, and we train your team to run them day-to-day. The technical part is our job.

Do we depend on you afterwards?

No, that's the opposite of the goal. Everything we install is documented (runbooks, procedures) and your team is trained to operate the day-to-day autonomously. We stay available to evolve the system, by choice and not by dependency.

Are our data and access secure?

That's often the first job. We clean up the stray API keys, the mishandled sensitive data, the uncontrolled access. Models with a data processing agreement, European or self-hosted solutions depending on your sensitivity level, GDPR compliance.

How much does it cost and how long does it take?

The integration sprint starts at €4,000 for 2 to 4 weeks, with a fixed scope defined after the mapping. The ongoing partnership that follows is optional and monthly, with no commitment.

How is this different from your AI development service?

AI development is about integrating AI into the product you sell. This offer is about industrializing AI inside how your company works: your processes, your teams, your daily tools.

We already use ChatGPT and n8n, do you start from scratch?

Absolutely not. We start from what exists: we take over your hacks, keep what works, secure and industrialize the rest. You build on what you've already created.

I built my tool myself with Claude Code. Is that a problem?

On the contrary, it's a great starting point: you've already proven the value. We make it reliable and secure (code review, tests, error handling, access security), and we teach you to keep building properly.

Ready to move from tinkering to production?

Book a free 30-min call. We look at your processes and your current AI usage together, and you leave with a first idea of the quick wins to industrialize.