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BLOG \u00b7 DISPATCHES FROM THE SET

How we make AI
production work.

Engineering notes, production breakdowns, and the occasional argument with the C2PA Coalition.

FEATURED
PRODUCT · 2026 · 05 · 12

Multi-language production at episode scale

70+ languages from a single production. How multi-language voiceover and captions ship to every market without re-rendering.

7 min
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ALLPRODUCTENGINEERINGCOMPLIANCEPRODUCTION
6 POSTS
ENGINEERING
2026 · 04 · 28 · 10 min
Voice-directed storyboarding with the V8 API
How voice prompts flow through the API to generate storyboards, and why natural-language direction beats click-based editors.
COMPLIANCE
2026 · 04 · 14 · 8 min
C2PA provenance: why per-shot credentialing matters
The credential chain has to record every engine, every consent, every gate decision. Here’s our implementation against the V8-MOTION Standard.
PRODUCTION
2026 · 03 · 30 · 6 min
Generating production-grade thumbnails automatically
How the assembly pipeline extracts hero frames, composites text overlays, and exports platform-specific thumbnail sets.
PRODUCT
2026 · 03 · 18 · 9 min
The four-layer audio engine
Score, foley, dialogue, ambient — generated simultaneously with the visual render. Audio is not a post-step. Here’s how.
PRODUCTION
2026 · 03 · 04 · 12 min
From manuscript to master: the full pipeline
Upload a manuscript. Extract characters. Build the world. Storyboard every episode. Render. Assemble. Certify. Distribute. Every step.