End-to-end foundation model; a continuously learning VLA connecting vision, language and action
Data infrastructure; first-person-view data training, covering scenarios such as handheld-gripper collection and real-machine teleoperation
Automated data annotation platform, now in its sixth generation with 200+ pre-labeling models, 10+ vertical-domain large models and 30+ smart annotation tools; supports 2D/3D/4D point cloud/medical/LLM annotation; up to 7x efficiency, over 99% overall accuracy, about 40% cost reduction
Unified data infrastructure packaging collection, governance, annotation, training and validation as cloud-based, standardized, engineered one-stop delivery
VLA + world model fusion foundation model; topped RoboArena's overall score as global No. 1 in June 2026, surpassing NVIDIA Cosmos3 and Physical Intelligence Pi0.5 — the first Chinese embodied model to top that leaderboard
VLA foundation model (open source); topped the RoboChallenge real-robot evaluation globally with 66.09 points; the first Chinese open-source model to surpass Pi0.5
Industrial deployment robot landed on CATL's world-first scaled humanoid embodied robot power-battery PACK line (Zhongzhou base), with 99%+ task success rate
30+ models: pallet, stacker, counterbalance, reach, tri-directional, omnidirectional side-loader, cold-store versions and more
Autonomous mobile robots for flexible intralogistics transport
High-density warehousing; world's thinnest 120 mm body, boosting storage capacity; includes the MW-Z1 smart four-way shuttle
Unmanned forklifts carrying 2 pallets per trip; the α1 won the 2022 German Red Dot Award
Unmanned forklifts with light self-weight and high payload; the X20S is the first unmanned forklift to losslessly handle Tian-zi pallets
New-form unmanned forklift, unbox-and-use with self-deployment, for flat-transport scenarios at small and medium enterprises
Tri-directional unmanned forklift with 1.75 m narrow aisles and 16.5 m high-rise storage, solving high-density warehousing challenges
Software platform with cloud-edge-device fusion; the Sky Eye vision system enables vehicle-road and vehicle-plant coordination
A full suite of warehouse management, equipment control and scheduling systems
MW Simulation, delivered as integrated software and hardware
Self-developed Physical AI simulation infrastructure; a solve-measure-generate trinity converting the real world at scale into trainable, evaluable, reusable simulation assets
Human behavior data covering 25,000+ environment nodes and 100,000+ task types; over 1.5 million hours of high-quality egocentric human operation data delivered cumulatively
Industrial-grade evaluation platform with standardized tasks, reproducible environments and comparable metrics to judge model capability boundaries and failure modes
Deployment feedback connecting real deployments, feeding anomalies and failure samples from factories, warehouses, agriculture, logistics and other industrial sites back into the data/simulation/evaluation systems
High-quality simulation data for robot training