AI makes engineers faster, but the whole company slows down
AI tools let a developer draft a migration brief in minutes, but the output is longer and unverified, forcing reviewers to spend more time fact‑checking. The time saved by one person shifts to many, turning individual speed gains into organization‑wide bottlenecks.