Where AI Helps Most
AI is strongest at removing silences, finding highlight moments, and generating first-pass subtitle timing.
It is weaker at taste-based pacing and emotional emphasis unless you supervise closely.
- Silence trimming
- Highlight extraction
- Subtitle sync
- Multi-format resizing
Keep Human Control
Use the AI cut as a draft, then refine the opening, tension points, and ending manually.
- Review the first 3 seconds
- Adjust rhythm
- Rewrite weak subtitles
- Check brand accuracy