· 6 min read · Prade AI Team

The Transcript-First Workflow for Talking-Heads (Why Editors Ask for It)

Build the script, rough cut, and captions from one text layer — a pipeline that makes repurposing to Shorts almost automatic.

If the transcript is the source of truth, you never debate which take was the "real" one in review. You pick quotes, chapter long-form, and spin Shorts from the same timecodes. That is how teams ship six formats from one studio day without six editors.

Step 1: record, then transcribe with speakers

Speaker diarization matters when the cut interleaves host and guest. Clean JSON or SRT with names beats a wall of text when you hand off to a clipper.

Step 2: mark beats, not "good/bad"

Label segments: hook, story, data, CTA. Clippers and writers can act on that taxonomy programmatically — especially when you want ten hooks for one long answer.

Step 3: short-form as excerpt, not summary

The best Shorts are one unbroken thought with a hard stop. If you have to explain context for 20 seconds, pick a different segment.

Start with transcription →