Uber burns full 2026 AI budget in four months, questions Claude Code returns

Uber exhausted its full 2026 AI budget by April and is now openly questioning whether the spending delivers real value. In an interview with Rapid Response, Uber president and COO Andrew Macdonald said the company cannot draw a clear line between surging token consumption for Claude Code and actual business results.

The admission arrives as enterprise AI spending faces growing scrutiny across the tech industry. Uber's budget exhaustion in month four suggests either aggressive early deployment or costs far exceeding internal projections.

What stands out

1. 01Budget timing. Burning through a full-year AI allocation by April implies either a massive Q1 spike in usage or a budget that badly underestimated real-world token costs at scale.
2. 02Claude Code specifically named. Macdonald called out Anthropic's coding assistant by name, indicating Uber is using it for developer workflows — and that those workflows are consuming tokens faster than expected.
3. 03ROI uncertainty at the executive level. A president and COO publicly saying AI spending is "harder to justify" is a rare candid admission from a major tech company. Most enterprises still frame AI investment as a strategic imperative regardless of near-term returns.
4. 04No pivot announced. Despite the budget overrun and ROI questions, Uber has not signaled it is pulling back on AI tooling. The company appears to be in a holding pattern, spending but unsure of the payoff.
5. 05Industry bellwether. Uber's scale and public posture make this a test case for enterprise AI economics. If a company with Uber's engineering resources and budget cannot measure clear value from AI coding tools, smaller enterprises will take note.