Core Insights - The article discusses how the "semi-managed model" of Tao Factory is transforming the e-commerce landscape, allowing small entrepreneurs to sell products without the need for significant capital investment or complex operational knowledge [1][2]. Group 1: Cost Reduction - The semi-managed mechanism eliminates intermediaries, enabling factories to operate with lower capital requirements. This model allows merchants to focus solely on supply and shipping, while the platform handles sales and marketing, thus shifting from "heavy asset e-commerce" to "light asset entrepreneurship" [2]. Group 2: Efficiency Improvement - AI plays a crucial role in the semi-managed model by providing product selection and pricing recommendations based on consumer trends. Merchants can upload product information, and the AI system automates the process of product launch and promotion, significantly reducing the time required for these tasks [5]. Group 3: Traffic Generation - Tao Factory supports merchants with traffic allocation and exclusive promotional activities. The platform organizes numerous online and offline events monthly, providing merchants with opportunities for exposure and customer engagement. During peak shopping periods like Double 11, the platform offers substantial traffic support and financial incentives to help merchants achieve positive returns [7]. Group 4: Brand Creation - The semi-managed model enables factories to transition from being mere manufacturers to brand owners without incurring additional costs. This shift allows them to directly engage with consumers and build brand recognition. The case of "Qing Shang" illustrates this transformation, as they successfully positioned their product as high-quality and cost-effective, enhancing brand awareness [8][10].