Metadata rescue
Scanning tape masters is useless without episode synopses, cast graphs, and music-rights clearance.
Global discovery
Thumbnail tests and culturally aware taglines beat literal title translations in recommendation carousels.
AI assistance
Human translators should review AI subtitles—idioms and honorifics still fail naive models.