Vertical: Creative & Media / Content Production Tagline: One long-form video in, a week of short-form content out.
The Problem Podcasters, coaches, and course creators know short-form clips drive discovery, but manually scrubbing through hours of footage to find clip-worthy moments — then captioning and reformatting each one — is the single biggest bottleneck to consistent posting.
Key Features
- Automatic transcript-based moment detection (hooks, punchlines, key insights)
- Engagement scoring — ranks candidate clips by predicted watch-through potential
- Auto-captioning with platform-native styling (TikTok, Reels, Shorts)
- Aspect-ratio reformatting (16:9 → 9:16) with smart reframing/face tracking
- Batch export with suggested captions, hashtags, and posting schedule
- Multi-platform variant generation from a single source clip
How It Works
- Creator uploads long-form video (podcast, webinar, livestream)
- Agent transcribes and scores segments for clip potential
- Agent generates captioned, reframed short-form variants
- Creator reviews, approves, and schedules — or agent auto-posts via connected accounts
Tech Stack Speech-to-text + Claude for transcript analysis and scoring, FFmpeg for reframing/rendering, platform APIs for scheduling, cloud video processing pipeline
Ideal For Podcasters, coaches, B2B thought-leaders, and small media teams producing 1+ long-form piece per week