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The article addresses the unsustainable financial impact of "token-maxing" in agentic AI workflows, arguing for a strategic shift toward managing token consumption to prevent budget overruns. It highlights how enterprise leaders are moving from viewing high token usage as a status symbol to treating it as a critical cost center requiring strict governance and pricing strategies.

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Token-maxing is an AI cost sink - how to use agents without busting your budget

ZDNetJuly 28, 20267 min read

Professionals are burning through tokens, but smart business leaders are finding ways to balance costs and value creation.

Follow ZDNET: Add us as a preferred source on Google. Token-maxing to support agentic AI is unsustainable. Business leaders must create a strategy for token use. Give people room to explore agents within guidelines. Twelve months in AI is an eternity. Steve Lucas, CEO at integration technology specialist Boomi, was concerned last year that CIOs were rushing into gen AI initiatives without a clear sense of direction. Now, a year later, he's concerned that IT professionals are taking a similarly rushed approach with agentic technology, and the scale of token usage is only going one way: upward. "Whether you work inside or outside a company, it feels like your core hustle is to use AI and you token max the heck out of that technology for…

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