Most AI programs are designed as technology initiatives and managed as communication exercises. Both framings underestimate the real work: changing how people make decisions every day.
Adoption Is a Behavioral Problem
A model that no one trusts is not deployed; it is ignored. Adoption depends on whether the people whose judgment is being augmented understand, trust and benefit from the system.
What Disciplined Change Looks Like
Leaders who scale AI invest in role redesign, incentives, training and visible executive sponsorship. They make the new way of working easier than the old one — and they measure adoption, not just deployment.
