Production workflow
How Rivu turns approved source material into an editable composition.
Rivu stores versioned artifacts between production stages. This keeps the workflow inspectable and makes targeted retries possible without restarting the entire production.
Research and context
Prompt-led productions begin with research and context gathering. The research artifact records the material that later factual claims can rely on. Supplied scripts, links, and uploads remain part of the source context.
Story and script
The story stage selects an angle, organizes beats, and writes narration for the requested duration. Factual validation checks material claims without flattening hooks, transitions, interpretation, or payoff into citation-heavy prose.
Scene assembly
The approved script becomes ordered scenes with narration, visual direction, timing, and asset requirements. Rivu searches licensed sources or generates assets according to the approved sourcing policy.
Audio, captions, and composition
Narration and captions are aligned to scene timing. The composition artifact records the ordered tracks, clips, assets, and revisions used by the renderer.
Quality review
The review system checks sampled frames and revised scene boundaries. Safe, unambiguous trim findings can be applied automatically. Findings such as re-narration remain available for human review.
Render
Rivu first produces a review proxy. After editorial review, the render job produces the final MP4 from the current composition revision.