
- Before
- Repeated revision rounds eating both teams' time on every video.
- Built
- We analysed two months of feedback, then built a pronunciation dictionary, a fully-voweled script approved before recording, and fixed delivery SLAs.
- After
- ~80% of revisions were pronunciation — now solved at the root, before editing starts.





