Uber and Microsoft Impose Limits on Employee Use of Costly AI Coding Tools

​Uber and Microsoft have both introduced new restrictionson employee use of advanced AI coding tools due to rapidly increasing costs. Uber reportedly exhausted its annual AI budget within the first four months of 2026, prompting the company to set a monthly spending cap of $1,500 per employee for each AI coding tool. Microsoft has also limited internal access to certain AI platforms, citing rising operational expenses.

Key Highlights

• Uber set a $1,500 monthly spending cap per employee for each AI coding tool.
• Uber exhausted its annual AI budget within the first four months of 2026.
• Microsoft restricted internal access to Anthropic's Claude Code due to rising costs.
• Both companies provided dashboards or guidance to track and control AI tool usage.
• Measuring the long-term business impact of AI adoption remains challenging for Uber.

Uber Sets Monthly AI Tool Spending Caps

According to a Bloomberg report, Uber has placed a $1,500 monthly limit per employee for each AI coding tool used. These restrictions target agentic coding platforms, such as Claude Code and Cursor, which can write, review, and modify code with minimal human input. The cap applies separately to each tool, so employees using multiple platforms have a budget for each. Those needing more access can request approval to exceed the cap.

Uber has also provided dashboards for employees to track their AI usage and spending. The company says these measures aim to encourage responsible experimentation while keeping costs manageable as AI adoption grows. The decision follows a period in which Uber actively promoted AI use. In April, Chief Technology Officer Praveen Neppalli Naga disclosed that Uber had already used its entire annual AI budget in just four months.

Previously, Uber encouraged staff to use AI extensively, even ranking employees on leaderboards based on their AI tool usage. CEO Dara Khosrowshahi stated that AI agents now generate and submit about 10 percent of Uber's code. AI tools have also been adopted by legal, marketing, and other departments to boost productivity and automate repetitive work.

Measuring AI Benefits Remains Challenging

Despite increased productivity, Uber leaders acknowledge that it is difficult to directly link rising AI usage to improved business outcomes. Chief Operating Officer Andrew Macdonald said on the Rapid Response podcast that while internal productivity metrics have improved, the long-term benefits of AI remain hard to quantify.

Uber is not alone in facing high AI costs. As companies move from experimentation to large-scale deployment, many are discovering that AI tools, which often use usage-based pricing, can quickly become expensive as adoption grows.

Microsoft Restricts Access to AI Coding Tools

Microsoft has also taken steps to control AI spending. The company has limited internal access to Anthropic's Claude Code and directed employees to use GitHub Copilot CLI instead. This change mainly affects engineers in the Experiences + Devices division, which manages products like Windows, Microsoft 365, Outlook, Teams, and Surface devices. Microsoft set a June 30, 2026 deadline for the transition, aligning with the end of its fiscal year.

While Microsoft publicly framed the move as standardizing its developer toolchain, reports indicate that rising costs were a significant factor. Claude Code gained popularity after its wider rollout in late 2025, but heavy token consumption by agentic AI systems led to increased expenses. As a result, Microsoft is prioritizing tighter control over its AI tools and infrastructure.