Everyone is moving toward AI.
Tools are bought. Pilots are launched. Agents are being built.
From the outside, it looks like progress.
Inside most organisations, it feels very different.
Confusion grows faster than capability. Teams experiment, but ownership stays unclear. New systems are introduced, but old decision structures remain untouched.
This is where things start to break.
Because AI is not just another layer of software.
It changes how work flows. Who decides. What 'good' looks like.
And that cannot be solved by adding more tools.
I see many teams trying to scale AI while still operating with structures designed for a different era.
Clear hierarchy. Slow approval cycles. Roles built around execution, not judgment.
AI does not fit into that.
It compresses execution and exposes thinking.