The integration of physical and digital commerce

JD.com is a central pillar of the Chinese digital economy. While western observers frequently categorize it as a peer to Amazon, its operational model is more vertically integrated. The company is a retailer, a logistics provider, and a technology developer. This integration is a strategic response to the complexities of the Chinese market, where reliable middle-mile and last-mile delivery were historically fragmented. By owning the entire chain, from the procurement of goods to the delivery at the customer’s door, JD.com has turned logistics into its primary competitive moat.

The scale of the Jingdong network

The scale of the operation is difficult to overstate. The company manages approximately 10 million self-operated stock-keeping units (SKUs) and serves a user base of over 600 million customers. To handle this volume, JD.com has built a massive fulfillment infrastructure. This network is the physical substrate upon which their AI and automation efforts are built. In most of China’s major cities, the company achieves same-day or next-day delivery for 90% of its orders. This efficiency is driven by a network of over 1,500 warehouses and thousands of delivery stations. The company’s logistics arm, JD Logistics, operates as a separate listed entity, providing these supply chain services to external partners and brands.

The shift toward autonomous supply chains

In recent years, JD.com has explicitly repositioned itself as a technology and service enterprise with the supply chain at its core. This is where the intersection with the AI agent ecosystem becomes clear. Managing 10 million SKUs across 1,500 warehouses requires more than just human oversight. The company uses AI for demand forecasting, inventory management, and price optimization. In their warehouses, they deploy agentic systems such as autonomous mobile robots and automated sorting systems that navigate complex environments to fulfill orders.

Robotics and last-mile agents

Last-mile delivery is one of the company's most active areas for AI development. JD.com has been a frontrunner in deploying autonomous delivery vehicles on public roads and in university campuses. These vehicles are specialized agents designed to navigate urban environments, avoid obstacles, and interact with customers. While still in the process of scaling, these robots represent a significant move toward replacing human-led logistics with autonomous systems. The company also experiments with delivery drones for rural areas, further expanding the reach of its automated network.

Competitive standing in China

JD.com occupies a unique position compared to its primary competitors, Alibaba and Pinduoduo. Alibaba’s Tmall and Taobao primarily operate as marketplaces for third-party sellers, while Pinduoduo focuses on social commerce and price sensitivity. JD.com’s identity is tied to quality and speed. By controlling the inventory and the delivery, they offer a level of consistency that is harder for marketplace models to match. This control also provides them with high-quality, structured data across the entire commerce lifecycle, which is a significant advantage for training supply chain-specific AI models.