Uber burned through its entire 2026 AI coding tools budget in four months and its COO questions whether the spending translates to consumer value

Uber president and COO Andrew Macdonald stated in a podcast interview that the company struggles to draw a connection between its rising use of Claude Code and consumer-facing innovations, saying 'That link is not there yet' and that it is 'very hard to draw a line' between AI tool adoption metrics and actual increases in useful features shipped to users.

The company exhausted its full 2026 AI coding tools budget in just four months after launching an internal leaderboard that ranked teams by total AI tool usage, incentivizing employees to adopt the technology.

Macdonald acknowledged that 'if you're not actually able to draw a direct line to how [many] useful features and functionality you're shipping to your users, that trade becomes harder to justify,' a tension Uber shares with other enterprises facing rising AI costs despite per-token price declines.