Zhicheng AI
Category: Robotics / Embodied AI
Hangzhou embodied-AI company building the Chengling physical world model and the TR6 humanoid and XR1 wheeled dual-arm industrial robots. Zhicheng AI was founded in 2024. The company is led by Luhui Hu (胡鲁辉). Based in Hangzhou, China. Latest round: Venture Round. Key investors include 梅花创投 (Plum Ventures), 芯能资本, 丹贝创投, 晓池资本, 杭州资本, 富浙科技, 财通资本, 岭澜资本, 欧琳集团 (Oulin Group, angel), 达泰资本 (Delta Capital), 浙商创投.
- Founded
- 2024
- Headquarters
- Hangzhou, China
Value proposition
One end-to-end physical-intelligence 'brain' (Chengling world model) deployed across humanoid and wheeled robot bodies. It predicts the consequences of actions before acting, which cuts costly real-world trial and error.
Products and solutions
TR6 general-purpose humanoid robot (176 cm, 62 kg, 53 DoF, 8 h battery, 2 m/s), XR1 wheeled dual-arm industrial robot (50 kg dual-arm payload, 25 DoF, autonomous battery swap), earlier TR4/TR5 series, Chengling Physical World Model (v0.1 open-sourced May 2026, JEPA-based)
Unique value
Predictive closed-loop control via a world model that explicitly models 3D world state, in contrast to reactive VLA approaches. The same model runs on both humanoid and wheeled bodies.
Target customer
Industrial and manufacturing enterprises (automotive, 3C electronics, warehousing and logistics), biochemical labs, security and inspection operators, and research and education institutions
Industries served
Smart manufacturing, automotive, 3C electronics, logistics, biochemical testing, security inspection, research and education
Technology advantage
Fully end-to-end neural network world model, self-developed rather than adapted. Full-stack capability covering hardware body, model and algorithms. Public research on arXiv (Tenma, EBT-Policy, Spatial RoboGrasp). Open-sourced JEPA-based Chengling 0.1 while keeping a closed-loop commercial model.
How they differentiate
Positions as a world-model-first physical AI company (benchmarking itself against Fei-Fei Li's World Labs) and sells robots as the product form. Competitors lead on hardware (Unitree), mass production and platform (AgiBot) or VLA models (Galbot), while Zhicheng takes a model-driven route built on a predictive world model plus a cross-embodiment brain. Press contrasts it with Hangzhou hardware-led peer Deep Robotics (云深处).
Main competitors
AgiBot (智元机器人), Unitree (宇树科技), Galbot (银河通用)
Key partnerships
NIO (XR1 on factory production line), Volkswagen (scenario testing), State Grid (3rd-generation all-weather security inspection robot), Cainiao Zhigu Industrial Park (Hangzhou)
Notable customers
NIO (factory production line), Volkswagen (scenario testing), State Grid (inspection robot)
Major milestones
2024-03 founded in Hangzhou, 2024-07 angel round, 2025-05 robot featured on CCTV news, 2025-09 silver medal at the Global Digital Trade Innovation Competition (robot track), 2026-03 Pre-A, 2026-05 open-sourced Chengling Physical World Model 0.1, 2026-06 Series A, 2026-07 TR6 and XR1 launched at WAIC, 2026-10-30 completed a round of hundreds of millions of RMB
Growth metrics
Company-claimed cumulative signed contracts of nearly RMB 1.5B across manufacturing, security inspection, biochemical testing and home services (June 2026 report). Registered capital RMB 1.2064M. Four funding rounds in about 28 months.
Market positioning
Early-stage Chinese embodied-AI / physical-intelligence startup that claims to be the first domestic company with a self-developed world model. Focused on industrial deployment, and smaller than the leading humanoid players.
Geographic focus
China (Hangzhou / Yangtze River Delta), with international exhibition presence
Patents and IP
Founder holds 30+ US patents and applications. Company-level patent count not verified.
About Luhui Hu (胡鲁辉)
Ex-Meta Principal Engineering Lead (10 AI patent applications); ex-Huawei US Research (Futurewei) Chief Architect & CTO, Cloud Big Data; ex-JD.com VP and Chief Scientist (Retail); co-founder and CTO of Yonghui Cloud; earlier roles at Microsoft and Amazon HQ; founder of Aurorain (2021). Tsinghua University graduate who then studied in the US (Northwestern University per LinkedIn). Named to the 2023 'Microsoft alumni top 40 AI scientists' list; holds 30+ US patents and applications.
Latest news about Zhicheng AI
More Robotics / Embodied AI companies
Official website: https://www.zhicheng-robot.com/