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A tidal wave of token costs threatens landfall

Budgeting for AI was never “easy,” but as financial firms rely more heavily on agents, soaring token usage is forcing them to rethink the economics of modern enterprise AI.

token cost

A now-infamous case study for companies incorporating AI into their workflows: according to an Axios report, an unnamed firm ran up half a billion dollars in token fees over the course of a month after failing to put usage limits on Anthropic Claude licenses for employees.

Outlandish and likely an outlier? Perhaps. But some believe it’s also a dire warning going unheeded.

“No one is talking about cost; everyone is still talking about how to make the best use of this thing,” says the chief

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