PITTED — Case Study by Mahesh BheemarajPITTED — Case Study by Mahesh Bheemaraj

PITTED — Case Study

Mahesh Bheemaraj

Mahesh Bheemaraj

The Brief
A trial brief from a client for PITTED, a plant-powered protein bar. The ask was straightforward: create a 30-second portrait 9:16 direct-response ad that would stop the scroll and convert viewers into buyers. The style reference was stylised 3D animation. The tool recommendation was Seedance. The expectation was a storyboard and video generation proof of concept.
What they got was a complete end-to-end AI filmmaking pipeline — from character design to near-final video — built by one person.
The Challenge
High-end stylised 3D animation is expensive. Traditional production requires studios, rigs, and render farms. The brief was asking for that visual quality on a trial budget, against a real commercial script, with a tight timeline.
The creative challenge was equally demanding. The client's reference material was built around one specific technique: seamless physical morphs between scenes. Not cuts. Not dissolves. Environments physically transforming into other environments. Objects becoming other objects. The transitions were the creative signature of the work, and replicating that in AI generation is genuinely difficult.
The script added another layer. It follows a consumer through a complete emotional arc — curiosity, disgust, crash, discovery, delight — across roughly 30 seconds. Every beat needed a visual that proved the voiceover rather than illustrated it. And the product — a clean, minimal protein bar — needed to look trustworthy against a villain product designed to look chaotic and overwhelming.
The Approach
Reference-first pipeline
Before a single storyboard panel was drawn, every visual element was locked as a reference asset. This is the foundation of consistent AI video generation — you cannot generate coherently without knowing exactly what everything looks like first.
Five reference sheets were built:
Character reference sheet — a full four-view turnaround of the protagonist with expression studies and detail callouts. A large-headed athletic claymation figure in a basketball jersey, designed to sit in the streetwear-adjacent aesthetic of the client's style reference while remaining an original creation.
Villain bar reference sheet — the MAXPRO bar, a fictional competitor protein bar with aggressively garish packaging. Electric blue, neon yellow, hot pink — everything the PITTED bar is not. Multiple views including a hand-held back-of-wrapper angle for the specific panel where the ingredient list is revealed.
PITTED bar reference sheet — the hero product, rendered in claymation style. Dark brown wrapper, clean cream lettering, four short ingredients on the back. Seven views including the critical beauty shot with dates and walnuts.
Supermarket aisle reference sheet — a fully stocked health food store aisle with claymation quality surfaces. Five camera angles including the specific shelf close-up with MAXPRO bars visible and a hero hand-reach panel.
Office environment reference sheet — the crash world. Cool blue-grey desaturated palette, wall clock reading 3:02pm, crumpled MAXPRO wrapper on the desk. Five angles including the close-up clock detail and the window afternoon light atmosphere plate.
Colour temperature as emotional language
Three distinct colour worlds were established and held consistently across every scene:
Warm amber — the solution world. PITTED, dates, walnuts, genuine nourishment. Everything good.
Cool blue-grey — the problem world. The office, the crash, the energy drain. Everything depleted.
Sickly neon yellow-green — the false energy world. The spike, the artificial stimulants, the villain bar's toxic promise.
These three palettes do the emotional work of the film without a word of dialogue.
Storyboard methodology
The storyboard was built in a 4-panel 2x2 grid format, portrait 9:16, in GPT Image 2 with all reference sheets attached. Five sheets covering 16 panels across the full narrative arc.
The key discipline was compositional — every panel was designed natively for portrait format, not cropped from landscape thinking. The protagonist's oversized head naturally dominates the upper portion of the tall frame. Shelves run floor to ceiling on both sides. The camera looks up from below in the Dutch angle attack. The date falls through the full height of the portrait frame. Every composition earned its format.
Video generation
Video generation was handled through Higgsfield AI using the Seedance engine — the platform the client recommended and the right tool for character-consistent cinematic generation.
Each scene was generated as a single continuous clip rather than separate shots edited together. This was a deliberate decision — within a single generation the model holds character consistency far more reliably than across separate generations. The camera movement, the character acting, and the environment are all part of one continuous authored moment rather than a patchwork of matching attempts.
The morph transitions between scenes — the creative signature of the work — were authored carefully in the prompts as physical transformations rather than generic dissolves. The ingredient words attacking the protagonist physically peel off the wrapper and become clay objects. The toxic energy of the spike physically dissolves into neon lightning that wraps around his body. The amber ripple from his bite physically transforms into the product beauty shot. Each transition is motivated by the action that precedes it.
The result is a film that moves the way the client's reference moved — not through cutting, but through a world that keeps physically changing shape.
The Outcome
A near-final 30-second claymation advertisement — character designed, storyboarded, and video generated by one person using AI tools.
The production covers:
— A fully original claymation character with consistent appearance across 16 storyboard panels and multiple video clips
— Five locked environment and product reference sheets serving as a visual production bible
— A 16-panel storyboard with portrait-native compositions across four sequence sheets
— Video generation across the complete narrative arc — arrival, problem, crash, solution, CTA — with morph-led scene transitions throughout
— A product reveal sequence where a PITTED bar assembles itself in mid-air from its real ingredients, the wrapper already branded as it forms, rotating to show the clean back label before revealing the PITTED wordmark
— A conversion-optimised CTA sequence with the protagonist holding PITTED in one hand and the crumpled villain bar in the other, followed by the bite moment with warm amber energy rings, a three-flavour product beauty shot, and a clean logo end card with golden particle drift
What would have required a studio, a render farm, a production crew, and a six-figure budget was produced at a fraction of the cost and time — without sacrificing the visual ambition of the brief.
What This Proves
AI filmmaking is not a shortcut to mediocre work. It is a different production model — one that concentrates creative decision-making at the front end, demands rigorous visual pre-production, and rewards filmmakers who think in systems rather than individual shots.
The reference-first methodology. The colour temperature language. The morph-led transition approach. The portrait-native storyboarding. These are not AI workarounds — they are a production methodology developed specifically for this medium.
PITTED was a trial. What it produced was a proof of concept for a new way of making films.
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Posted Aug 21, 2026

One AI filmmaker. One commercial brief. Character design to near-final video — in the time and budget of a pre-production phase alone. 48 hours.