
AI adoption is a people problem.
Most organizations have bought AI. Far fewer have changed how they work. I help leaders and teams close that gap, through keynotes, workshops, and courses grounded in 25 years of leading change inside real companies.
Spoken at: Global SAFe Summit · DevOps Days Stockholm (closing keynote) · DevOps Days Geneva · VS Live! 360 · Agile Boston · MTUG (keynote) · over 70 other events worldwide
Teaching on Pluralsight · MIT Applied Data Science · former Board Director, Value Stream Management Consortium
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The problem
The tools aren't the hard part.
Licenses get bought. Pilots get launched. Then usage stalls, because nobody changed the work itself. Training alone doesn't fix it. People adopt AI when they can see where it fits in their own day, try it safely, and watch a colleague succeed with it first.
