2024 / SYSTEM PROPOSAL
Fashion design,
in conversation.
LLM Multiagent-Based Fashion Design System
Explore the proposed roles ↓THE QUESTION
How might specialized agents
support a design process?
This proposal brings six kinds of support into one fashion workflow: inspiration, trend analysis, user research, material selection, communication and project coordination. The designer establishes the brief and reviews the work.
Status: system proposal, 2024. These roles describe the intended architecture.
SIX ROLES / OPEN EACH TO EXPLORE
01Design Inspiration
Turn direction keywords, brand identity and audience context into initial themes, color palettes and sketch ideas.
02Trend Analysis
Read fashion and market sources to identify relevant styles, materials and color directions for the brief.
03User Research
Organize audience preferences and needs into design considerations for human review.
04Material & Craft
Suggest materials and making methods in relation to the proposed garment, design requirements and constraints.
05Brand & Marketing
Develop communication ideas, copy and campaign directions consistent with the brand.
06Project Management
Coordinate outputs, track milestones and assemble the work for designer or client review.
PROPOSED WORKFLOW / HUMAN REVIEW BETWEEN STAGES
01Define & plan
Set the brief, audience and constraints; coordinate tasks and the proposed system implementation.
02Design & develop
Bring inspiration, trends and user research into concepts, then consider materials and craft.
03Communicate & review
Prepare the brand direction and presentation. A designer or client reviews the outputs and feeds changes into the next iteration.
HUMAN DIRECTION & REVIEW
A brief begins it.
Judgment shapes it.
The proposed flow moves from defining the design direction, through creative and material development, to feedback and acceptance. The archive preserves this as a system concept; it does not document a deployed multiagent product or measured performance.
Explore Candycore’s documented AI workflow ↗