Creator Intelligence Automation
Repurpose video transcripts into drafts for multiple publishing channels.
The problem
Repurposing a video into several written formats repeats transcription, editing and formatting work.
My contribution
Connected video-link input to transcript extraction, channel-specific drafts, review and regeneration, scheduling and feedback history.
How it works
- Video link
- Transcript extraction
- Channel drafts
- Review and feedback
- Schedule or publish
Explanatory workflow illustration · not a product screenshot.
Engineering decisions
Used Airtable as the editable source of truth and stored feedback for later prompt context. The original design included a timed inactivity fallback; that behaviour needs explicit configuration when reused.
Outcome & current status
Repurpose video transcripts into drafts for multiple publishing channels.
An anonymised account of the workflow built. No current deployment, client adoption or measured business results are claimed.