Back/Engineering/ChatGPT/Codex
AdvancedEngineering

How to Prototype Complex Garments Using AI and 3D Modeling

Turn a complex, artistic concept into a manufacturable 3D model. This workflow shows how to use AI to generate a design from a photo and then create CAD files for 3D printing, even for previously 'unmanufacturable' items.

How to Prototype Complex Garments Using AI and 3D Modeling

Before you start

Tools used

  • ChatGPT

    OpenAI conversational AI

    VisitChatGPT
  • Codex

    OpenAI's cloud-based AI software engineering agent that can execute code, run tests, and handle complex multi-file tasks autonomously.

    VisitCodex

Step by step

The workflow

Follow the sequence once, then adapt the prompts, checks, and handoffs to your own setup.

3 steps

Step01

Generate a Concept from an Image

Use an AI image generator to create a design concept based on an inspirational photo or piece of art. Formulate a detailed prompt to guide the AI.

Example prompt
make a photo of a model walking down the runway in a dress inspired by Ruth, Ruth Asawa's, uh, loop wired sculptures.

To avoid issues with AI safety filters on artistic nudes, cleverly add details like 'the model should have a beige undergarment' to your prompt.

Step02

Create 3D Models with an AI Agent

To create manufacturable files, use an AI agent like OpenAI Codex with its 'computer use' feature to operate professional fashion design software such as CLO 3D. Instruct the agent to generate the necessary .stl files for 3D printing.

AI agents work best when they drive purpose-built software. Instead of asking the agent to generate a CAD file from scratch, have it use the tools inside an existing program like CLO 3D.

Step03

Test AI vs. Human Pattern Makers

For complex tasks like creating production-ready sewing patterns, run an experiment. Task an AI like Codex with the job while also hiring a human pattern maker. Compare the results to see which process is faster and more accurate for your needs.

This head-to-head comparison is a pragmatic way to identify the current limits of AI and find the most efficient path to a manufacturable product.

Build your next product with ChatPRD

Turn an idea into a PRD, user stories, and a plan.

Try ChatPRD free

Start shipping
better products.

Join 100,000+ product managers who use ChatPRD to write better docs, align teams faster, and build products users love.

Free to start
No credit card
SOC 2 certified
Enterprise ready