Uber has introduced a $1,500 monthly cap per employee on agentic coding tools — including Anthropic’s Claude Codeand Cursor — after the company exhausted its entire annual AI budget within four months of the year. Employees can track usage through an internal dashboard, with exceptions permitted on a case-by-case basis.
The overspend followed an internal culture of encouraging staff to use AI as much as possible, with usage even ranked competitively on leaderboards. Uber’s CTO revealed the budget breach in April, while COO Andrew Macdonaldrecently said it remains difficult to draw a direct line between AI expenditure and tangible new consumer features — raising questions about measurable productivity gains.
The episode reflects a widening tension across the technology industry as enterprises grapple with soaring AI costs and elusive returns on investment. A recent Bain survey found AI is delivering less cost reduction than many firms had predicted, and Uber is among a growing number of companies beginning to ration usage rather than encourage uncapped adoption.
