AI adoption without operating ownership
Pilots multiply, governance becomes abstract, and no one owns adoption after the first demo.
Ownership, risk classes, use-case priority, review cadence, and business metrics.
AI operating thesis, ownership map, governance cadence, and adoption priorities.