Orkhan Mammadov

ComfyUI

A cloud ComfyUI for teams: AI artists build the workflows, marketing teams run them from a chat

Client
ComfyUI
Role
Senior Product Designer
Product design
Design system
Year
2025
Discipline
Product Design
AI / ML Interfaces
Prototyping
ComfyUI dashboard on a studio display: templates, recent projects and recent team activity
[ THE PROBLEM ]

ComfyUI is the largest open-source generative AI platform, and its node system lets an artist build fully customizable workflows. Using it means keeping files on your own machine and remembering a file structure, which makes a workflow hard to share beyond the person who built it. The brief was to simplify ComfyUI and make it usable for cross-functional teams: AI artists keep building workflows in nodes, and marketing teams run them from a simple chat.

[ GOAL ]

To simplify ComfyUI and make it usable across teams, not only by the artist who builds the workflow.

[ SOLUTION ]

1. A cloud version of ComfyUI, so files, models and workflows are shared instead of kept locally. 2. Workflows made by AI artists, run by marketing teams through a simple chat. 3. One team library for workflows, models, nodepacks, assets and brand kits, with roles that set who can edit what.

Workflows

[ WORKFLOWS ]

AI artists build the workflow in nodes, and marketing teams run it from a chat without having to open the graph.

Type a prompt, choose a workflow and a mode
ComfyUI timeline view: completed generations of four images with their prompt and parameters as chips
Each generation listed with its prompt, seed, steps and CFG
ComfyUI node canvas on a studio display: the workflow behind the chat
The node graph behind the chat

Workspace

[ WORKSPACE ]

No files to keep locally and no folder structure to remember: projects, canvases and models live in one place.

Start from a template or pick up a recent project
ComfyUI sidebar close-up: Dashboard, Recents, Library Hub, Projects and Canvases
Dashboard, recents and the library hub in one sidebar
Workspace switcher: a personal workspace and a studio workspace with four roles and their access levels
Four team roles, from full access to view only

Team library

[ TEAM LIBRARY ]

Workflows, models, nodepacks and brand assets are saved in the cloud, so the whole team works from the same set.

ComfyUI Library Hub on a studio display: a shared team library of workflows, models, nodepacks, assets and brand kits
Search, sort and a type tag on every card
Tabs for workflows, models, nodepacks, assets and brand kits
Library switcher: team libraries, a personal library and the community hub, each with an item count
Switch between team, personal and community libraries

Summary

[ SUMMARY ]

The design for a cloud version of ComfyUI for mixed teams: AI artists build workflows in nodes, marketing teams run them through a simple chat, and workflows, models, nodepacks and brand assets sit in one shared library instead of on a local drive.