AI Designs Custom Jerseys, Navigates Production File Challenges

A user is developing an AI-assisted workflow to create custom football jersey designs based on customer prompts. The system aims to generate a design and preview image, then translate this into a production-ready file for sublimation printing.

The core challenge lies in accurately mapping the AI-generated design onto the jersey's 3D model UV layout and cut pieces for export. The proposed solution involves using AI agents, potentially Claude and ChatGPT, connected via tools or APIs, to handle different aspects of the design and file preparation process. A human will ultimately review and approve the designs before production.