Technical research and industry insights on garment fit validation, physics‑based pattern grading, and the intersection of CAD/DXF workflows with high-fidelity cloth simulation.
Engineering & Research
The most carefully‑fit performance brands today are using dozens — sometimes hundreds — of fit models per size run. A closer look at why, and what comes next.
Engineering & Research
Population-aware grading combined with closed-loop simulation eliminates the measurement drift that auto-scaling produces across an extended size run.
Engineering & Research
The robust way to validate fit virtually is to simulate the graded pattern across a body distribution that represents the brand's customer base — not against a single representative avatar.
Engineering & Research
A landscape of CLO3D, Browzwear VStitcher, Style3D Fit Maker, Lectra Modaris, Optitex, and Nabla Labs — what each tool does, what it does not do, and the cost barrier for small and mid brands.