Conventional wisdom
AI accelerates delivery by helping teams generate more output.
Our position
Once generation becomes abundant, acceptance becomes the constraint.
Why we believe it
The scarce work is no longer producing change — it is deciding whether a change is correct, safe and worth shipping.
What we’ve observed
- 01In agent-heavy delivery, review and verification increasingly dominate cycle time.
The objection
- “Better models will remove the bottleneck.”
- — Model quality improves generation; acceptance — correctness, safety, shippability — stays the constraint, and the bar rises with regulation.