Field Notes / Delivery Recovery
An AI transformation needs an owner
Acceleration language means little until one person owns the operating boundary and its trade-offs.
AI adoption becomes operational only when authority and accountability meet at the same boundary.
First-hand context
A recurring operating conversation starts with enthusiasm for tools and ends with nobody owning the cross-team decision.
Decision record
The decision and its trade-off
Local experiments move quickly. Shared priorities, risk, and operating changes need an owner with authority.
What can be inspected
The source supports an operating thesis, not a client outcome or an attributable anecdote.
What failed or remains uncertain
Personal, employer, and call details are excluded.
Field rule
A reusable principle
Name the owner and the decision boundary before naming the transformation program.