7 min read · 2026-04-18
Every organization I speak with has AI tooling in place. Far fewer have changed how decisions get made, who holds authority, or how outcomes are evaluated.
Transformation shows up in the operating model: shared context, clear human authority, continuous evaluation and measurement tied to customer outcomes.
Start with one product line, make the new model observable, and let evidence do the persuading.