Five-Role AI Video Production Pipeline
Split AI filmmaking into five specialist roles and move approved shots downstream.
- Difficulty
- Advanced
- Time to result
- ~weeks to results
- Steps
- 6
- Confidence
- 98%
The pipeline adapts traditional animation production to AI-generated advertising. A writer establishes the concept and script, a director translates that script into shot choices, and one or more cinematographers generate consistent storyboard frames using references and explicit visual language. The team lays those frames out in sequence so stakeholders can assess pacing, continuity, composition, and brand fit before costly iteration begins. Only approved frames advance to one or more animators, who create motion from the selected images. An editor then assembles the clips, sound, dialogue, and transitions into the final commercial. This division of labor lets existing filmmakers apply their specialist judgment while AI accelerates asset production, making the workflow more scalable and reliable than asking one generalist to perform every creative and technical task.
Origin
PJ Ace developed the pipeline after overwhelming inbound interest in his Kalshi commercial made him realize he needed to clone his contribution through a structured team process. Extracted from Marketing Against The Grain.
Core principles
- 01Treat AI filmmaking as collaborative production, not an army-of-one pursuit.
- 02Separate creative decisions from image generation, animation, and editing.
- 03Approve static storyboards before spending time animating shots.
- 04Use references and shot language to align specialists around one vision.
- 05Preserve traditional filmmaking craft while replacing expensive production mechanics.
How to run it
- 1
Develop the idea and script
Have the writer turn the campaign goal into an original concept, voiceover, dialogue, and scene structure. Keep human judgment at the center because AI can assist ideation but rarely supplies the strongest original premise.
Pro tip Write short, visually distinct scenes that can be produced and revised independently.
Watch out Do not begin generating polished shots before the central idea and script are strong.
- 2
Direct the visual interpretation
Have the director define the tone, pacing, shot sizes, camera movement, and reference language for every scene. Translate mood-board inspiration into descriptions rather than copying protected work directly into a model.
Pro tip Specify directions such as wide shot, over-the-shoulder framing, close-up, or dolly-in.
Watch out References without explicit visual-language guidance can produce attractive but narratively disconnected images.
- 3
Generate storyboard frames
Have cinematographers produce multiple candidate frames for each planned shot while maintaining character, lighting, location, and product consistency. Arrange the strongest options beside their script lines.
Pro tip Use approved likeness reference images only when depicting recognizable people.
Watch out Do not use a person's face or voice without appropriate authorization.
- 4
Review the static sequence
Lay every shot out on a shared board and assess the entire story before animation. Resolve continuity, framing, lighting, and cutting problems while changes remain inexpensive.
Pro tip Read the voiceover against the storyboard to test whether the visuals support each line.
Watch out Animating unapproved images locks avoidable inconsistencies into expensive downstream work.
- 5
Animate approved shots
Have animators convert the selected frames into clips, using start frames, end frames, or driving performances where appropriate. Iterate only on shots that fail the approved intent.
Pro tip Assign multiple animators when shots can be produced independently and time matters.
Watch out Model limitations can still cause dialogue attribution, motion, and identity errors.
- 6
Edit and finish
Have the editor combine clips, voice, music, sound design, and transitions into a coherent final cut. Review the complete piece for pacing, continuity, brand safety, and production artifacts.
Pro tip Use close-ups and motivated cutaways to hide continuity limitations between generated clips.
Watch out A technically impressive shot should be removed if it weakens the story or final edit.
In the wild
The team placed voiceover lines, shot descriptions, camera directions, and generated reference images on a Figma board. A director with Nike-commercial experience established the fast, premium visual language; cinematographers generated the red-versus-green imagery; approved frames were animated and edited into the David Beckham-associated IM8 campaign.
→ The structured team process produced a polished campaign reported in the episode as receiving 233 million views in three days.
A supplement startup assigns its marketer to write the script, a filmmaker to direct and generate storyboard frames, a motion specialist to animate them, and an editor to finish several short cuts. The team approves the complete static sequence before buying more generation time.
→ The startup creates a coherent campaign without organizing a conventional location shoot or forcing one creator to master every discipline.
Common mistakes
Chasing the army-of-one ideal
Requiring one creator to write, direct, shoot, animate, and edit makes quality depend on an unrealistic breadth of expertise. Use specialist roles even when one person temporarily covers more than one role.
Animating before approval
Moving directly from script to generated video makes continuity and storytelling revisions unnecessarily expensive. Approve static frames and their sequence first.
Letting tools replace creative direction
Models can generate assets, but they do not remove the need for a strong concept, script, shot plan, and editorial judgment.
Is it for you?
Best for
It is best for agencies and in-house teams producing polished, multi-shot AI commercials collaboratively.
Not ideal for
It is excessive for one-shot experiments, casual social clips, or solo projects where production coordination would create more overhead than value.
From the transcript
“So, we split now with our ads up into five core roles. So, it's it's a writer, it's a director, it's a cinematographer or multiple…”
“It's actually a very similar pipeline where as you'll see in a second where essentially just laying out a lot of storyboards, we're doing like…”
From the episode
233M Views in 3 Days: The David Beckham AI Workflow