Designing Performance Textiles with AI and Machine Learning

The convergence of artificial intelligence (AI) and textile science is reshaping how performance fabrics are developed. Historically, textile innovation relied on slow, iterative lab testing and empirical experimentation. Today, AI-driven platforms are accelerating discovery, predicting performance, and enabling smarter, more sustainable material choices. From antimicrobial efficacy to odour control and moisture management, machine learning (ML) is opening new frontiers in textile functionality.