1 · Is one executive accountable for AI priorities, outcomes, and risk?

From no ownership to one accountable executive with a working cadence

2 · How does leadership decide which AI initiatives receive funding and attention?

From enthusiasm-led choices to a repeatable value-and-risk portfolio process

3 · When AI changes a workflow, how clearly are decision rights and approval boundaries defined?

From undefined boundaries to documented controls reviewed in practice