AI × PRODUCT DEVELOPMENT

AI Sketch-to-Pattern

Can AI turn a fashion sketch into a production-ready pattern?

The context

Pattern making sits at the point where a creative idea has to become something that can actually be produced. The project explored whether emerging AI systems could shorten that gap without treating fashion development as a generic image-generation problem.

What I worked on

  • Mapped the emerging technology landscape around sketch-to-pattern and AI-assisted pattern making.
  • Compared different approaches against real product-development needs.
  • Supported workshops, solution selection and pilot design.
  • Helped translate technical capabilities into a process that business and product teams could evaluate.
WHAT I TOOK FROM IT

The interesting part was not whether AI could create a visually convincing output. It was whether the output could fit into a real development process, with the precision and control required downstream.

← All selected work