More and more companies are realizing that AI might not be worth its sky-high price tag—and least, not without limits. One company reportedly learned that the hard way, after its employees blew through $500 million in spending on AI in just one month.
An AI consultant told Axios that one of their clients recently spent half a billion dollars in a month on Claude licenses from Anthropic. How did the company rack up such an insanely high bill? Its employees apparently had no limit on how many licenses they could use, leaving them free to splurge on as much Claude as possible.
That means expensive AI tools could be deployed for uses humans could easily and quickly accomplish themselves, like checking the weather, as one CTO told Axios their employees were doing.
The cautionary tale quickly went viral on social media, with users marveling at how spending half a billion dollars on AI could even be possible. “5 private jets. 2 superyachts. One whole island. Gone. Vaporized into tokens,” one user reflected. “Rest in peace to whoever had to send that invoice.”
“I wish I could be in the meeting with the guy who spent half a BILLION dollars in Claude credits in a month,” wrote another. “Like, what do you do? Do you fire them?”
An AI-spending reckoning
Though the example from Axios is extreme, it reflects a trend across industries when it comes to AI usage. Companies that were previously all-in on AI are cutting back on their Claude spending, saying that the high costs aren’t equating to high profits or productivity.
That includes Microsoft, which is ditching its Claude Code licenses in favor of GitHub’s Copilot CLI, and Uber, which blew through its 2026 budget for Claude Code by April. That led Uber’s operations chief Andrew Macdonald to say “the link is not there” between increased AI usage and proportional product for customers.
Companies that had previously encouraged and even incentivized AI usage are changing their tune, too: Amazon is shutting down an employee-made leaderboard that tracked AI token usage. Though Amazon previously told Fast Company it never set targets for employees’ AI usage, anonymous workers told the Financial Times that “there is just so much pressure to use these tools.”
Now, though, Amazon is formally shutting down so-called “tokenmaxxing” culture within the company. Earlier this week, Amazon senior vice president Dave Treadwell asked staff not to “use AI just for the sake of using AI.”
“Use AI to help you solve customer problems, to help you solve business problems, to innovate,” he added.
