Major Companies Like Microsoft and Uber Hit Hard by AI: Technology Proving Even More Expensive Than Human Labor
Tech giant Microsoft has begun revoking most of its direct Claude Code licenses. The company is now redirecting its engineering staff toward GitHub Copilot CLI. This shift comes at a time when the tech giant had actively encouraged widespread experimentation with AI-assisted coding—having opened access to Claude Code for thousands of its developers, project managers, designers, and other employees just six months prior. The rate of adoption for Claude Code within the company was rapid and highly encouraging. However, it resulted in a significant escalation of costs.
Employees Had Become Dependent on AI
According to a report by *The Verge*, the sheer scale at which employees adopted this tool is precisely the reason the company has now been forced to pull back from the very technology upon which its own engineers had come to rely. However, this decision will not impact Microsoft’s major commercial agreements with Anthropic. The company’s “Foundry” deal involves an investment of up to $5 billion in Anthropic, granting Foundry customers access to Claude models. Furthermore, Anthropic’s $30 billion commitment to purchase Azure compute capacity will also remain intact.
Uber Exhausts Entire Annual AI Budget in Just 4 Months
Praveen Neppalli Naga, Chief Technology Officer at the ride-hailing company Uber, told *The Information* in April that the company had completely depleted its entire 2026 budget for AI coding tools within just four months of the year. This revelation is particularly startling given that Uber had been aggressively encouraging the adoption of AI tools. It had even implemented internal leaderboards to rank teams based on their usage of these AI tools.
The Greater the Emphasis on AI, the Higher the Cost
According to a report by *Mint*, the pattern observed at Microsoft and Uber points to a specific tension that has received scant attention in broader discussions surrounding workplace AI. The more companies push their employees to use AI, the faster the costs rise.
