JD Logistics Launches Chaona LLM and Wolf Pack Robot Fleet

On 2026-11-06, InfoQ reported that JD Logistics unveiled version 3.0 of its 'ChaoNao' (Super Brain) large model at the JDD conference, billing it as logistics industry's first industrial-grade large model integration spanning the full chain from warehousing to delivery. The system is built as a closed loop of five supply chain-native large models: PreX forecasts demand and supply dynamics; OptiX solves for globally optimal decisions under multi-dimensional constraints across warehouse networks, inventory, and transport; OmniX parses multimodal field data including images and video; GeoX unifies addresses, locations, routes, and time in a single spatio-temporal coordinate system; and EmbodiedX converts perception and decisions into executable robot actions. The report claims that, compared to version 2.0, ChaoNao 3.0 has cut end-to-end optimal path planning for hundreds of millions of parcels from minutes to seconds.

Later the same day, InfoQ reported that JD Logistics formally launched its 'LangZu' (Wolf Legion) embodied robot fleet, with ChaoNao as the intelligent command center. The fleet spans nine categories and 11 models, including ZhiLang (box-type goods-to-person systems), YiLang (embodied dexterous arm), DuLang (smart delivery vehicles, unmanned light trucks), FeiLang (drones), TianLang (pallet dense storage), DiLang (AGVs), CangLang (embodied picking robots), MuLang (unmanned pharmacy), and BaoMuLang (automatic sorting walls). Five new LangZu robot products were also announced at JDD, though their names and specifications have not yet been disclosed. The reports state that ChaoNao 3.0 now coordinates heterogeneous robot fleets across warehouses, sorting, transport, and delivery, and that JD Logistics plans to deploy 3 million robots, 1 million unmanned vehicles, and 100,000 drones within five years to back its build-out of the world's largest physical-world operations center.