YouTube & Social Video Automation: Scaling Short-Form Output with AI
By Media Solutions Lab · 7 min read
Consistency is the primary differentiator on algorithmic video feeds. We engineered automated workflows that take a single long-form article or podcast transcript and produce 5 polished vertical video clips.
The system handles automatic hook detection, script timing, natural-cadence voice synthesis via ElevenLabs, dynamic word-by-word captions, and background b-roll matching using programmatic FFmpeg filters.
