WorkThe story, in brief

Why Anthropic Costs Are Unpredictable

ServiceNow already blew through its full-year Anthropic budget. And it has no way to see why.

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People, judgement and the changing nature of work.AI illustration by KeyNews
The KeyNews take

Why it matters

As AI model costs spiral, enterprise customers are discovering they lack basic cost visibility and governance tools—creating budget chaos and forcing companies to choose between blind spending or cutting off access entirely.

The key facts

6 to know
  1. ServiceNow exceeded full-year Anthropic AI budget

  2. Anthropic doesn't provide granular telemetry data to customers

  3. Customers cannot see which users consume which tools or usage patterns

  4. Enterprise software firms (SAP, Microsoft, Workday) offer telemetry; Anthropic does not

  5. PagerDuty and ServiceNow cited as affected customers

  6. Inability to identify 'tokenmaxxing' or inefficient usage patterns

Go to the source

The Informationtheinformation.com

Publisher excerpt: Anthropic customers are already feeling pinched by the company’s AI price hikes, Aaron and I reported Wednesday. Making matters harder, Anthropic customers like PagerDuty and ServiceNow—which says it already blew through its full-year budget for Anthropic AI tools—can’t predict what they’ll pay…
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