What I do

Practical AI work for the pressure you can feel.

I help expert-led teams make their work easier to find, easier to run, and easier to trust. Choose the door that matches the problem in front of you.

Cedric De Schaut teaching an applied AI session
The through-lineStrategy that becomes a useful system.

A focused set of doors

Make the next useful move clear.

Some teams need to be understood by AI systems. Some need a growth workflow that actually runs. Others need a private layer for research and decisions. I work across the strategy, structure, and implementation that make those systems stick.

Not sure which door?

Bring me the workflow that is creating pressure.

Tell me what is unclear, repetitive, or harder than it should be. We can find the right starting point from there.

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