What happened
Microsoft cancelled most direct Claude Code licenses, shifting engineers to GitHub Copilot CLI. This move, driven by financial considerations, follows six months after opening Claude Code access to thousands of its employees. Similarly, Uber exhausted its entire 2026 AI coding tools budget in four months due to rapid adoption. This license cancellation does not affect Microsoft’s Foundry deal with Anthropic.
Why it matters
Widespread internal AI adoption drives operational costs beyond initial projections, challenging assumptions for CTOs and procurement teams. Even as individual token costs fall, increased consumption from agentic models means aggregate expenses rise, with Goldman Sachs forecasting a 24-fold increase in token consumption by 2030. This follows earlier reports of engineers driving up AI tool costs. Founders and investors must now factor escalating operational expenditure into AI deployment strategies, as compute costs can quickly outweigh human labour costs.
