Usage Limits
Put a ceiling on AI spend — per user, per agent, per tool.
The problem
Without a spend ceiling, a single runaway loop or an unbounded service agent can burn through budget before anyone notices. Today we only observe consumption after the fact — and some agents and identities have no ceiling at all.
The value
Set a cap on each axis — user, agent, or tool — then run the same Audit to Assist to Enforce ladder as policy: observe today, alert the owner near the cap next, hard-stop at the cap when ready. The page names exactly who has no ceiling and who is already past one.
78%
cap coverage
4
uncapped entities
3
already over cap