End-to-end autonomous video creation: trend discovery, 3-hook scripting, Remotion / Canvas visual generation, and automated viral scorecard audit.

Video Product Pipeline

A production-grade pipeline for generating high-CTR technical and product reels in vertical 9:16 format with programmatic motion typography.

Quality & Viral Scoring Gates

• 0-3s Hook Retention: Visual motion burst and bold keyword overlay.
• Pacing: Maximum 2.5 seconds per visual shift or typography scene.
• Audio Synchronization: Sub-millisecond subtitle alignment and punch sound cues.