Cainiao Opens Global Warehouses to AI and Robotics Partners

A real-world network for embodied AI

The initiative is designed to create what Cainiao describes as the world's largest logistics real-scene training cluster for AI and embodied intelligence. The company says the network will give partners access to technology training, real-world validation and industrial deployment opportunities as AI and robotics systems move from laboratory development into operational environments.

Cainiao is opening dozens of industry-specific proof-of-concept scenarios. These include warehouse picking, intelligent navigation and delivery, high-altitude inspection, security operations, aviation logistics and auto parts management. Partners will be able to use the platform for joint research and development, real-machine training and business validation.

The company says its network spans multiple countries, industries and operating environments, covering domestic pickup, cross-border line-haul and overseas fulfillment. It handles high volumes of multi-SKU shipments, which Cainiao presents as a larger and more realistic setting for training embodied intelligence systems.

Pilots cover increasingly complex logistics tasks

Cainiao says it has already scaled pilot deployments in express delivery, e-commerce, fast-moving consumer goods and auto parts. The deployments cover three task categories, ranging from basic operations such as parcel feeding and labeling to mid-level precision work such as small-item sorting.

The most advanced category includes long-horizon tasks such as palletizing and complex depalletizing. According to Cainiao, these deployments are intended to help robots progress from single-point operations to more sophisticated applications in real-world logistics settings.

The company also says the next decade could bring major advances in physical AI, with potential efficiency improvements of 10 to 50 times. That estimate is a company claim, rather than a result reported for the newly announced partnership.

Logistics support for AI hardware companies

Cainiao's "Global Tech in Three Days" service is aimed at consumer robot makers, AI computing companies, embodied intelligence hardware companies and component suppliers. It combines the company's global express, air freight and warehousing capabilities into a single supply chain offering.

The service includes customs support, forward and reverse logistics, high-value cargo insurance, forward warehousing and spare-parts management. Global express is intended for research and development testing, customer demonstrations, product fulfillment and small-batch replenishment. Global air freight is designed for large, high-value shipments, including AI infrastructure equipment, control systems and core modules.

Cainiao says its warehouse network can support regional stocking, multi-country warehousing and local delivery. William Xiong, CEO of Cainiao Global, said the company wants to extend its e-commerce logistics capabilities into AI and embodied intelligence and make intelligent technologies go global as efficiently and simply as e-commerce parcels.

What the launch means for AI developers

For AI and robotics companies, the announcement combines access to operational environments with logistics support for moving equipment between development, testing and overseas deployment. Cainiao says it has signed initial cooperation agreements with leading firms in AI computing and embodied intelligence, while nearly 100 representatives from across the industry chain attended the launch event in Hong Kong.

The company plans to continue expanding partnerships with technology companies and research institutions. Its stated aim is to advance AI validation and industrial applications while helping build a global AI innovation ecosystem. The practical effect for partners will depend on how the announced scenarios and supply chain services are implemented across Cainiao's network.