The Token Trap: Why Your Enterprise Might Lose Financial Control Of Its AI Program
Agents are blowing apart AI budgets. Here's why enterprise leaders are losing financial control—and what to do about it.

Why it matters
As AI agents scale in production, token consumption and inference costs are spiraling beyond budget forecasts. This is a critical operational and financial governance issue for any enterprise deploying agentic AI at scale.
The key facts
5 to knowArticle focuses on AI cost control and budget management challenges
Agents identified as primary cost driver in enterprise AI programs
Positions cost governance as a strategic risk for enterprise leaders
Offers practical mitigation strategies for budget overruns
Published by Forbes (credible business source)
Go to the source
Forbes Innovationforbes.com
Publisher excerpt: Worried about AI costs. Agents are blowing apart AI budgets. Here's three practical things to do.