• 1. The avatar is the foundation of the digital workflow: testing fit across diverse bodies before anything is cut reduces sample rounds and supports size-inclusive design in the same operation.
  • 2. Realism in simulation is data, not pixels: bending rigidity, tensile behaviour and shear, measured from the physical textile, are what make a digital fabric behave like cloth.
  • 3. Every approved digital sample is one physical sample not sewn, shipped or discarded, and an e-commerce return is a physical sample of the wrong size shipped back.
  • 4. Virtual fitting is logistics infrastructure rather than an experience feature: reductions of 20 to 30 percent in return rates translate at retail scale into large absolute savings in transport, repackaging and unsold stock.
  • 5. Digital-only fashion poses the sharpest question in the module, substitution or addition: a digital garment has almost no material footprint per wear, but only the demand it displaces counts as a sustainability gain.
  • 6. Rendering and AI visualization carry their own energy cost, and transparency toward the viewer about what is photographed and what is generated is now part of professional practice.
Last modified: Wednesday, 9 September 2026, 9:52 PM