The problem
The organisation wants useful AI capability but has not yet agreed where it belongs, what outcome matters or what authority it should receive.
What it looks like
- Teams run disconnected pilots.
- Tool selection precedes workflow diagnosis.
- No owner can define acceptable failure.
Why it happens
AI is treated as a product decision instead of an operating-design decision spanning information, workflow, ownership and control.
What not to do yet
Do not begin with an enterprise tool rollout or an autonomous agent mandate.
Diagnostic path
- Which operating condition should improve?
- Who owns the outcome and exceptions?
- What information and authority are genuinely required?
Solution pathway
Understand the constraint, assess readiness, define a bounded architecture and implement only after the control conditions are credible.
