AI Documentary Production Workflow: Sources to Final Cut

A topic such as Pompeii is not yet a film. The brief should name the audience, central question, thesis, period, geographic scope, emotional tone, target duration, and claims that require special care. A useful brief also says what the film will not imply.

For factual work, attach or identify a compact set of sources before story generation. The goal is not to dump research into a model. It is to establish a small evidence boundary that the story can use and the creator can later inspect.

The story blueprint should define the hook, acts, turning points, key people and places, evidence commitments, and ending. Review it before narration, images, or video consume substantial time and credits. This is the cheapest point to correct the promise of the film.

The screenplay then translates those commitments into spoken narration and scene intent. Each beat should connect a line of audio to a visual purpose rather than merely requesting attractive footage.

Generate or record narration after the script has passed factual and editorial review. Check names, pronunciation, emphasis, pacing, and pauses. Measure the final audio segments so the shot plan is built against real durations.

Audio-first production prevents a common failure: generating a collection of clips and then forcing the voice track to fit them. Instead, the visuals conform to the finished verbal story, which gives the edit a stable spine.

For each shot, describe what the image should look like separately from what should move. Establish character, subject, location, wardrobe, material, weather, lens, framing, and light in the still-image direction. Iterate on that lower-cost anchor before asking a video model to animate it.

Motion prompts should stay economical: one main action, one camera behavior, and environmental movement that supports the line. Current generation systems are strongest with short directed shots, so long-form work still requires planning and assembly across many clips.

Combine narration, shots, music, sound effects, captions, and transitions on a canonical timeline. Review the complete film at normal speed and again for factual visuals, text artifacts, continuity, audio balance, caption accuracy, and disclosure-sensitive scenes.

Keep an intervention log: what was generated, selected, regenerated, corrected, or edited outside the system. That record makes case studies credible, helps estimate future work, and prevents a polished excerpt from being mistaken for an unchanged first cut.