The current home furnishings market has gradually shifted from a seller's market to a buyer's market, with accelerated industry customization development and the establishment of a full-process service system becoming a long-term strategic direction. With this market shift, the integration of online and offline channels in the home furnishings industry is accelerating, and consumer demands for logistics services are increasing, transitioning from extensive management to refined management. As emerging technologies such as big data, cloud computing, and artificial intelligence continue to penetrate home furnishings companies, the share of China's internet-based home improvement in the overall residential decoration market has risen from 12% in 2016 to 20% in 2020. In terms of consumer purchasing channel preferences, purely offline buyers account for only 30%, while the combination of online and offline selection has become the mainstream trend, making the integration of online and offline channels in the home furnishings industry increasingly prominent. With the accelerated integration of online and offline channels, the home furnishings industry's digital transformation and logistics service requirements have reached a new level. The previous extensive management can no longer meet the new demands of the digital transformation process, and the home furnishings industry supply chain is moving toward refined management