How do you build a 5-day AI short film production sprint?
Last updated June 26, 2026
Run the sprint as five gated days, each with a locked deliverable: Day 1 pre-production and world lock, Day 2 character sheets and shot list, Day 3 batch video generation, Day 4 audio and assembly, Day 5 review pass and final cut. No day starts until the prior day's lock is approved.
Day 1 — Pre-production lock. Spin up a creative producer agent inside the invideo agent and load it with the full script, logline, and character notes — this is the vision-holder every other agent inherits context from. In parallel, run a casting sub-agent and a world-building sub-agent: cast, costumes, look-and-feel, and world reference images should all be locked by end of day. One documented 5-day sprint closed Day 1 with cast, costumes, look-and-feel, and world images all approved, with three humans and one agent working together. Force four pre-production answers before generating a single asset: who the character is, what the antagonist or entity looks like, the prop spec, and the deliverable format — these four will change every frame.
Day 2 — Character sheets, shot list, and continuity gating. Generate four reference options per character and per environment, pick the strongest, and lock them — this single step is what prevents consistency problems across the rest of the film. Build character sheets with multiple angles plus close-up panels (small details like scars or accessories drift without them); if a character changes appearance across beats, build one sheet per beat. Then deploy a storyboard sub-agent to break the script into a shot list and a director's-assistant sub-agent to sequence those shots. Continuity gate: no Day 3 generation starts until Day 2 references and the shot list are signed off. By end of Day 2, one sprint had roughly 45 seconds of timeline already cut together — a realistic benchmark for an 8-hour working day.
Day 3 — Batch video generation. Run the shot list through the invideo agent in always-ask mode so you approve each prompt and reference set before credits are spent. invideo holds the current generation models — Runway, Veo, Kling, and Seedance 2.0 — and the agent routes per shot: Seedance 2.0 reference-to-video for shots that need character and location continuity carried across segments, Kling where multi-shot sequencing matters, Veo or Runway where their look fits. Assign a DOP sub-agent per scene (different scenes need different eyes) and a second DOP on any complex scene so two perspectives run in parallel. Plan for overgeneration: across documented productions, roughly 3 generations were needed per usable shot, only about 25% of clips made the final cut (41 of 164 in one episode), and around 17 final shots were stitched from two or more takes. Work act by act — finish one act's generation before opening the next — to keep the agent's context from drifting on long projects.
Day 4 — Audio, assembly, and the maker-checker pass. Drop generations into your edit (Premiere or Resolve), assemble the rough cut act by act, and layer scoring, SFX, and voice. Sound is half the film — bake an audio architecture brief into your treatment so the agent knows what you want to hear before what you see. Then send the rough cut back to the invideo agent with an open "what's working, what's not" prompt: this maker-checker pass catches pacing errors, emotional-stage mismatches, and SFX misses that human editors miss. Skipping this review is the most common mistake in AI-directed workflows.
Day 5 — Final pass, polish, export. Address the agent's notes, do a post-process pass to take the plasticky sharpness off generations (a touch of grain, light blur, color grade), upscale with Topaz Astra on invideo, and lock the final cut. Use a named upscale sub-agent so batch upscaling runs without manual intervention while you finalize titles and delivery formats.
Budget and team realism across documented sprints. Costs land in a real range depending on team size, ambition, and iteration count:
| Production | Length | Days | Team | Cost |
|---|---|---|---|---|
| Wong Kar-wai style short | 70s | 2 | 1 | $750 |
| James Wan style horror | 90s | 2 | 1 | $870 |
| Arcane-style animated episode | 3 min | 2 | 2 | $950 |
| Brand promo | 2 min | 3 | 1 | $1,500 |
| Multi-location short sprint | — | 4–5 | 4 | $5,000 |
That's a $315–$750 per-finished-minute band, with team size and parallel-agent count being the biggest variables — one sprint ran 6–8 sub-agents simultaneously per person, which is what makes the timeline hold.
These day gates are the spine — your exact daily mix will shift with the film's length, character count, and how many one-take or multi-character contact shots you're carrying.
Watch some of these to see what works for you:
This is the core reason why I insist you take your own sweet time while building the production doc in the beginning, because the more clarity you bring to the project, the more sharply Agent One will hold it for you across the project.
— Hridaye, invideo's creative director