AI E-commerce
Getting one garment from sample to listing used to mean a model, a studio, retouching and three days of scheduling. Upload a flat-lay photo now and you can have multi-market hero images and short video the same day.
AI product photography follows a fixed pipeline: upload, pick a model or scene, generate and retouch, export. XiaoK cuts cost by removing models and studios, WeShop puts try-on, background swap and image-to-video in one workbench, and Qianmian holds poses and lighting steady for frequent launches. White-background rules, portrait licensing and skin-tone rendering across markets still favor real shoots — batch generation buys speed, not trust.
