Now

Deploying AI systems inside companies

I work with founders to understand where the company is going, then stay close to the teams and technical work needed to build the right system. The goal is not to add AI for its own sake. It is to help the business move.

That currently means two kinds of work: company brains that give the whole team one place to use company knowledge and tools, and autonomous systems that run defined workflows with the right human checks.

Ecommerce is where I understand the whole business most deeply, with marketing as my strongest area. I am especially interested in the part that remains after the model changes: the company knowledge, permissions, tools, skills, and operating rules that make an agent useful.

Sharing the work

I am documenting what I learn on YouTube: how the systems are designed, what goes wrong in deployment, and how my thinking changes as I use them in real companies.

The channel has 34K+ subscribers. The videos are free, and I turn the most useful parts of the work into practical resources people can use themselves.

Life

Living in the French countryside near Brive with my wife Sally, our daughters Léa and Julia, our son Milo, and our dog. Milo was born in June 2026, so life has become smaller, fuller, and much less predictable.