AI Cost Crisis: Microsoft, Uber Struggle as Claude Code Bills Spiral Out of Control

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AI Cost Crisis Emerges as Claude Usage and Agentic Coding Bills Spiral

Companies are spending more on artificial intelligence than they predicted. Microsoft has significantly reduced its use of the Claude Code AI tool internally, and Uber used up its entire AI budget for the next two years in just four months.

Paying for AI coding tools based on the number of ‘tokens’ used has often resulted in higher costs than the labor savings these tools were supposed to create. As a result, many companies are now adding financial safeguards to AI systems they quickly implemented in late 2025.

Microsoft and Uber Crystallize the Trend

According to The Verge, Microsoft began canceling most of its internal licenses for Claude Code around mid-May 2026.

Access to most services within the Experiences and Devices division will conclude on June 30th. The tool for automated coding was widely used by engineers.

Token-based billing made consumption unsustainable at deployment scale, Fortune reported. The pullback sits beside Microsoft’s own AI workplace report on 80% productivity gains.

Uber has been heavily investing in AI. According to their Chief Technology Officer, Praveen Neppalli Naga, they actually spent their entire AI budget for 2026 by April of this year.

Uber’s Chief Technology Officer, Neppalli Naga, told Laura Bratton that AI coding tools, especially Anthropic’s Claude Code, are proving so effective they’ve used up the company’s entire AI budget for 2026. He explained that he now needs to rethink and revise his AI spending plans because the initial budget was quickly exceeded.

— Anissa Gardizy (@anissagardizy8) April 14, 2026

The company had deployed Claude Code to about 5,000 engineers four months earlier.

According to Forbes, companies are spending between $500 and $2,000 each month per engineer. Plus, AI tools are now responsible for about 70% of the code being written, showing that teams are increasingly using platforms like Claude.

Industry Data Confirms a Wider Squeeze

A recent 2025 survey by Mavvrik revealed that most companies—85%—are significantly off in their predictions of AI costs, missing the mark by more than 10%. The study also found that 84% of companies are seeing their profits decrease by over six percentage points due to AI spending.

“The AI cost crisis has started,” remarked trader and investor Crypto Rover.

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In early 2026, major technology companies invested a massive $650 billion in artificial intelligence. Over the past year, the number of teams focused on managing AI spending—known as FinOps teams—has also grown rapidly, more than doubling from 31% to 63%.

Despite some customer concerns, Anthropic is poised to succeed. They predict $10.9 billion in revenue for the second quarter, which would result in their first profitable period. This situation highlights a complex dynamic where spending can have both positive and negative effects.

Businesses are adding performance targets, internal rankings, and cost-saving model selections to systems that were originally launched openly in late 2025.

The upcoming quarter will reveal if current strategies can prevent spending from increasing. We might see similar challenges arise soon in the development of crypto and AI infrastructure.

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2026-05-24 23:16