Microsoft has begun revoking most Claude Code licenses, steering engineers toward GitHub Copilot CLI. The move follows six months after the company opened Claude Code to thousands of staff, sparking rapid adoption. Overuse has pushed internal budgets beyond expectations, turning a productivity tool into a cost center.

Uber’s CTO disclosed that the firm exhausted its 2026 AI coding tools budget in only four months, after incentivizing use through leaderboards. Similar pressure appears at Meta and Amazon, where employees chase token usage. As token consumption climbs, per‑token prices fall, yet total spend rises, undermining the promise of cheap AI augmentation.

Microsoft’s Foundry deal, which locks in up to $5 billion for Anthropic and grants Azure compute for Claude models, remains untouched. Industry analysts warn that scaling agentic AI will inflate token usage faster than unit costs drop, meaning enterprises may face heftier bills than projected. The emerging paradox highlights that AI’s economic viability hinges on careful cost management, not just adoption rates and that oversight could stall broader corporate AI integration today.