ComfyUI

Building a participatory GenAI experience that stays on brand

AI-Enabled Workflows
AI-Enabled Content System

Experiential Campaign

At Black Math, we believe the most powerful way to market complex technology is to put it directly in the hands of your audience. AI has opened up a new channel for participatory, co-created experiences that were once out of reach.

We knew that opportunities for these experiences were being limited by the challenges with generative AI, and a lack of consistent and quality outputs. We set out to prove that the right combination of art, prompt logic, and workflows designed with ComfyUI can give any brand a participatory experience where outputs aligning with their creative identity are ensured.

A novel experience

We built an interactive narrative experience called The Sword of the Creator, told chapter by chapter via ElevenLabs audio models. As you listen, you scroll through a feed of visuals made by other participants, each tied to a moment in the story.

Users contribute their outputs through a simple prompting portal, which get added to the feed for every future listener. The more people participate, the richer the experience becomes.

GenAI doesn't play well with others

This experience was designed to challenge something we'd been wrestling with as a studio. Generative image tools open up entirely new creative possibilities, but they're inherently unpredictable. If anyone can prompt anything, outputs become inconsistent and the creative vision falls apart. We needed to know if we could control this.

Our hypothesis: if we built a strong enough conceptual center with very good art, world rules, and prompt logic, we could create a gravitational pull that keeps outputs in orbit without killing what makes the technology interesting.

The ingredients for success

The very first thing we did was make original art: characters, environments, props, world rules — everything that would define the visual identity of the creative universe.

The logic and prompt architecture came after, built around that foundation. We moved into ComfyUI to build six workflows over three weeks, each tuned to a different creative task: characters, portraits, action shots, cinemagraphs, sketch-to-image, and a refinement flow. Clean interface on top, simple enough for anyone to use, with a world of nodes, logic, and guardrails underneath.


We walked a fine line: too much control and it's not a collaboration, but too little and the world dissolves.

Stress Testing

Capitalizing on Boston Tech Week, Black Math and ComfyUI invited 30 participants across backgrounds, skill levels, and disciplines, to stress test the experience and push it to its edges.

They dropped their own sketches and ideas into the flows and went looking for the limits of the system. The center held. No matter how far they pushed, outputs stayed grounded in the world we built. So, when they said frog, the system knew we meant OUR frog. Ribbit.

The future of product placement

Curious what the same system could do for advertising, congruently we built a dedicated ad generator around Beerch Water, a fictional beverage brand, with its own brand style guide built underneath. All outputs lived inside the universe of the story.

We imagine a future where brands place ads native to the creative world their customers are already inside, uniquely generated, consistent in quality, with little to no lift.

AI has made a new kind of audience relationship possible: one where people don't just consume, they participate. The barrier to building this kind of experience has never been lower, but it only works if the foundation is right.

This project proves that consistency, quality, and creative integrity are achievable when designed properly and properly integrated in from the start.

Credits

Client

Black Math
x ComfyUI

BLACK MATH

Creative Director

Meredith Binnette

Producer

Hannah Goodsell

Art Direction

Adabelle Tan, Meredith Binnette, Wendy Huang

Concept Art

Adabelle Tan, Wendy Huang, Renaud Lavency, Chantelle Gao, Xander Munc

Web and App Development

Raggi Nikulásson, Xander Munc

AI Pipeline and Workflows

Steve Madden, Meredith Binnette, Chantelle Gao

Writing

Jeremy Sahlman, Lauren Supron, Hannah Goodsell

Executive Team

Jeremy Sahlman, Evan Fellers, Meghan Nelson, Alexandra Williams, Stephanie Rabins