Automated video factory documentaries at scale
Completely drives the production of high-quality, journalistic video essays—from topic discovery to finalized, broadcast-mastered MP4s.
Core Capabilities
Engineered for precision and autonomy.
Six-Tier Asset Taxonomy
Fetches and tags assets across classes from 3D renders to satellite imagery.
Dual Text-to-Speech
Offline TTS via Kokoro-82M and cloud TTS via Chatterbox-on-Modal.
Automated Composition
Programmatically builds timelines synced to narration with Ken Burns effects.
Audio Mastering
Applies a loudness master to a broadcast standard of -16 LUFS.
The Pipeline
Trends & Validate
Identifies and validates compelling documentary topics.
Research & Scriptgen
Gathers info, writes narration, and plans visual beats.
Assets & Audio
Scrapes assets and synthesizes the narration track locally or via cloud.
Assemble, Render, Master
Constructs visual timeline, executes multi-part ffmpeg render, and masters.
Trust & Security
Enterprise-grade guarantees
Journalistic Transparency
On-screen overlays for citations, translations, and blurred PII.
Cinematic Standards
Computed pacing targets and desaturated low-key color grading.
Highly Reliable
Active dual-stack architecture (v1/v2) guarantees successful renders.