Fully-Automated Short-Form Video Content Pipeline

Probleem. Producing short-form videos by hand doesn't scale: every clip needs a script, voiceover, music, captions, an avatar, and a thumbnail — then reformatting for four platforms. Cadence collapses under manual editing, and there's no per-channel visibility into cost or performance.

Aanpak. A script-driven pipeline turns one markdown spec into finished videos end to end: parse the timeline, AI voiceover with word-level timing, lip-synced avatar, music bed, assembly, word-by-word captions and overlays, thumbnail, then publish to four platforms. Checkpointed re-runs skip finished steps, with a metrics dashboard reporting cost and performance per channel.