problem
The problem
Find the subscriptions, seats, API calls, and hidden review work that make AI budget impossible to defend.
Focused guide
AI spend audit
Find the subscriptions, seats, API calls, and hidden review work that make AI budget impossible to defend.
Audit AI spend before renewal season.
signals
Signals to look for
- Recurring cost
- Unclear owner
- Unverified quality
action
Useful action
Tie the signal to a workflow, full cost, risk, and review decision.
FAQ
When should this be handled?
When it affects cost, quality, data, or trust in a workflow.
What evidence comes first?
A real example, owner, frequency, full cost, and stop threshold.
Focused guide