Researchers at Cornell have developed OriStitch, a software and fabrication workflow that could significantly automate machine embroidery by turning flat fabrics into self-folding 3D forms. By simplifying labour-intensive processes such as hand-pleating and complex seams, the system signals new possibilities for fashion, smart textiles and design-led manufacturing.