Concerned about how companies will manage their cloud bill once agents dominate

Every organization wants to become agentic. Corporations are laying off employees and diverting the spend to AI. Many are aware of the nuances of tokken maxing and how to manage their tokens.

My worry is what happens when agentic adoption normalizes and the underlying data layer starts generating huge bills for the compute as it is cloud based. Agents optimize for outcome. I can imagine a future where hundreds of thousands of agents operate on a data that shoots not only the token, but also the compute bill through the roof

Is there a holy grail of enterprise architecture that doesn't rip us off in the near future?