The global sportswear and performance apparel market was facing increasing pressure to reduce lead times, minimize waste, and transition toward more sustainable production models. Traditional sock manufacturing remained constrained by fragmented processes (dyeing, knitting, finishing), resulting in long development cycles, excess inventory, and high environmental impact.