Is your AI coding spend paying off?

1. 01Can you state your team's baseline code-review time and change-failure rate from memory?

   Yes, bothOne of themNeither
2. 02Of the AI coding seats you pay for, how many get used every week?

   Most, over 70%Some, 30 to 70%Few, under 30%Not sure
3. 03Since AI landed, your pull-request review time has...

   Dropped or held flatCrept upClimbed noticeablyWe don't measure it
4. 04Could you show your CFO the return on the AI spend, broken down by team?

   Yes, by teamRoughly, in aggregateNo
5. 05When AI-written code ships, your review process is...

   Risk-tiered, heavier on sensitive pathsThe same as it always wasRubber-stamped or skipped when busyIt varies by team

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