AI workflow
Six visible stages translate video evidence into ranked, creator-ready moments. Demo mode keeps the flow deterministic for reviewers.
Pipeline status
Identify the video type, duration, and creator objective.
Organize timestamped speech into semantic segments and speaker interactions.
Mark emotional turns, pacing changes, and high-value content windows.
Score candidate intervals for hook strength, emotion, clarity, and platform fit.
Prepare titles, captions, hashtags, and thumbnail directions for selected clips.
Check visible identities, location references, and publishing risks.