AI cost crisis: Companies face budget blowouts as token consumption surges
By
Rebecca Bellan
Summary
The article examines how companies that aggressively adopted AI coding tools and subscriptions in early 2025 are now facing massive cost overruns as token consumption skyrockets. Uber exhausted its entire 2026 AI coding budget by April, Microsoft revoked Claude Code licenses, and Priceline saw a 4-5x cost increase on a Cursor contract renewal. Despite falling per-token prices, the surge in AI adoption and autonomous agents has driven total costs far beyond expectations, forcing a shift from a "go fast" mentality to urgently implementing cost guardrails and usage controls.
Source
bskyAI cost crisis: Companies face budget blowouts as token consumption surgestechcrunch.comKey quotes
· 4 pulledUber blew through its entire 2026 AI coding budget by April.
Microsoft revoked its developers' Claude Code licenses months after enabling them.
A Priceline employee told TechCrunch that a routine Cursor contract renewal came back 4-5x more expensive.
The whole conversation shifted from tokenmaxxing and 'go fast' to 'we need guardrails, how do we control this?'
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