AI Capability Fit
The Three AI Operating Models
Each demands different governance, culture and leadership. Three models, three human roles, and what happens when you run all three under one set of rules.
Thinking out loud
Written from inside the work
Not thought leadership. Each of these came out of watching the same pattern produce the same failure often enough to be worth writing down.
AI Adoption
The Floor
For some roles, AI is not augmentation. It is replacement. The honest version, and why naming it is what makes the rest of the framework credible.
Culture
Culture Eats AI for Breakfast
AI gets politely absorbed until it is harmless.
Diagnostics
Measuring the Wrong Things
Most readiness assessments ask the wrong questions and produce a comforting number.
Behavior
Resistance Is Rational
People are not resisting change. They are responding rationally to their position.
Leadership
The Signal Comes From Above
Adoption stalls because of what leadership did with the first gains.
Next
Start with the structure you cannot move
Tell us the decision that keeps not getting made, and who would have to agree to it. That is enough for a first conversation.