Uber’s Costly Lesson in Scaling AI
News Context
At a glance
- Uber Technologies, Inc is learning the hard way that scaling AI isn't just about speed—it's about cost.
- The budget overrun is closely tied to the rapid adoption of AI tools like Claude Code, which Uber enabled for approximately 5,000 engineers in December 2025.
- As a result of this shift, between 65% and 72% of code in the IDE is now generated by AI, and 11% of pull requests are initiated by...
Uber Technologies, Inc is learning the hard way that scaling AI isn’t just about speed—it’s about cost. Despite spending $3.4 billion on research and development, the company has exhausted its annual AI budget by April, with eight months still remaining in the year.
The budget overrun is closely tied to the rapid adoption of AI tools like Claude Code, which Uber enabled for approximately 5,000 engineers in December 2025. Adoption rose quickly from 32% to 63% within two months and more recent data shows that 92% of engineers now use AI agents on a monthly basis.