WHAT I'M WORKING ON
Cohort program
A three-session cohort program that takes teams from a mix of AI users and avoiders to a shared baseline of fluency — with each person leaving with at least one AI workflow they can use on Monday morning.
Learn more →Build track
Building tools that let teams work with AI as a true participant, not just an assistant. Currently focused on shared memory and workflow orchestration.
More soon →ABOUT
I spent nearly a decade at Vega Factor, a behavior science consultancy, designing programs that helped Fortune 500 teams perform better. PM on the v1 of an AI-powered manager development product. Then the consultant who took it into the field — workshops, executive coaching, large-scale change management. Hundreds of sessions, hard problems, real outcomes.
Now I'm focused on what AI does to teams — and what good teams do with AI. Half my time is the AI Fluency Program. The other half is building AI-native work systems for the way teams will actually operate a few years from now.
WRITING
I'll be publishing thinking here soon — on AI fluency, workflow design, and the human skills AI is forcing us to relearn.