
A pre-launch stress test proving an AI reasoning engine holds, with portable evidence logs.
I build, verify and run AI systems inside the tools you already use. You keep your accounts and your code, and you’re free to walk away.
No account managers, no offshore team, no support queue. I scope your build, write the code, and hand you the keys. Here’s under a minute of me, unscripted.
That’s me, Frederic de Lavenne de Choulot.
Prefer to just talk? Book a 15-min call.The three systems above, and the rest of the work, across compliance, wealth, law, aviation, e-commerce and music. Open any of them to read what it does and what it’s built with.

A pre-launch stress test proving an AI reasoning engine holds, with portable evidence logs.

A platform that extracts every requirement from a government tender and proves none was lost.

Turns every website inquiry into a researched, ready-to-action client file, automatically.

Automated weekly Google-ranking reports across its key cities, with zero manual tracking.

A programmatic-SEO engine: 2,000+ pages in five languages to capture charter demand.

A content studio that turns a product and a reference photo into branded shots and captions.

A WhatsApp AI agent that answers customers in Mexican Spanish, with clean human handoff.

My own AI sales agent, running a real WhatsApp funnel in production today.

A Live Music AI Engine that makes an indie musician's gigs findable by Google and AI search.
Want a system like this for your business?
Book a 15-min callBuilt with
In their words
Frederic has become my go-to engineer for AI systems. He ships fast, thinks business first, and what he builds just keeps running.
Frederic automated the weekly Google-ranking reports for my firm. Every Monday I get a clean summary ready to send, with nobody tracking rankings by hand. He scoped it, built it fast, and it has run every single week since.
Every inquiry on our site now becomes a researched, ready-to-action client file before anyone touches a keyboard. Frederic shipped it quickly and it has just worked since day one.
How it works
You tell me the bottleneck. I tell you straight whether AI is even the right fix.
I work in your tools and data, giving each task to the AI model that handles it best and checking the output with plain code. You get working pieces as they come, not status decks.
Code, prompts, data and keys are handed over, running on your own accounts. Keep me on to run it, or take it from there yourself.
No forms, no audit homework. Just a conversation.
Book a 15-min callStraight answers
The check depends on what the system does. The three systems at the top of this page show what it looks like: a deterministic reconciliation, a stress test with replayable logs, and a system running in production.
All of it: the code, prompts, data and infrastructure. It runs on your own accounts, and you can walk away with it at any time.
No. I build it, deploy it on your setup, and hand it over working. If you want me to keep it running, I offer an optional maintenance retainer, and you are never locked into it.
Every build is a fixed price, agreed upfront based on scope and what the system is worth to your business, so you know the number before I write a line of code. AI usage is billed by OpenAI or Anthropic straight to your own account, and I set hard billing limits so it can never surprise you. Keeping it running afterwards is optional and priced separately.
Yes. Everything runs on your own accounts, and zero client data is ever used to train public AI models.
If you’re not sure which side you’re on, book the call and I’ll tell you for free.
Book a 15-min call15 minutes with me, the person who’ll actually build it. No form, no audit homework, no pitch deck. You’ll leave knowing whether AI is the right fix, even if the answer is no.
Prefer email? contact@theaipipe.com