Topic selectionBringing AI-Assisted Assets into the Production Pipeline: Consistency, Versions, Provenance, and Human Review
Before AI-assisted assets enter the production pipeline, they must do more than “look usable”: they must be traceable and reproducible, have their rights risks reviewed, and maintain consistency in characters, space, sound, and narrative state with adjacent shots. Treat generated results as production assets with provenance and versions, rather than one-off surprises in a chat window.










