Understand the problem
What needs to be solved, for whom, and what would need to change for us to say it worked.
You don’t need to learn everything. Just understand what truly matters to you. I help you understand AI, learn how to use it, and turn it into an advantage for your work or business.

As a kid, I took computers apart and put them back together to understand how they worked. That curiosity never went away.
It led me to become a digital designer, and I have spent more than fifteen years telling stories with a camera, exploring the intersection of creativity, technology and strategy.
The arrival of artificial intelligence brought together everything I care about: my love for technology, my narrative instinct and my desire to teach.
Today I help people and teams understand artificial intelligence, discover what truly matters to them and bring it into their work with clarity and judgment.
I don't start with technology. First I understand what needs to be solved; then I decide how to approach it.
What needs to be solved, for whom, and what would need to change for us to say it worked.
I assess which technology can best address the problem. I don't commit to one tool: I compare, test and connect.
I look at what data is missing, which parts are mechanical and where automation can genuinely help.
Sometimes a simple flow is enough. Sometimes an agent helps. Sometimes we need to integrate an API or build a custom system.
If the solution creates more complexity than it removes, I return to the problem. Not everything needs another tool.
Some brands I have worked with

First I understand the problem. Then I explore the possibilities: what can be created, what should be reframed and which tool can address it best.
"Claude killed designers.""GPT killed programmers.""Artificial intelligence will replace us all.""Learn this before you fall behind."I prefer to start one step earlier.What do humans do best, now that machines can execute so much? That is where judgment, taste, critical thinking and creativity matter. Technology accelerates. Direction remains human.Understand what you need to solve, how your process works and which tools you already use. Then decide. Only then does it make sense to accelerate.
I teach free classes on AI tools and processes. Leave your email and I'll let you know when the next one is ready.
Thanks for your interest. I'll keep you posted about upcoming classes.
You'll receive an email to confirm. I don't write often. When I do, I make it count.

I work with people, teams and brands that need to clarify a decision, integrate AI into a process or build a system. Tell me what you're working on and what has been difficult to look at calmly. I'll reply myself.
Tell me what you need to organise or build. I'll reply myself.