The client is a wholesaler in North America, serving offline retail stores and online sellers. As consumer demand in market becomes increasingly personalized, the client faces the risk of inventory backlog from traditional bulk purchasing. At the same time, higher requirements are placed on suppliers in terms of flexible customization capabilities, problem response speed, and quality stability.