Shenzhen has welcomed another 10-billion-yuan robot unicorn, which has raised over 2 billion yuan in financing within half a year

Robot Frontline July 14 news: Today, LimX Dynamics, a general-purpose humanoid robotics company, announced the completion of its Pre-IPO financing round, raising approximately 13.6 billion RMB (nearly 2 billion USD), valued at 150 billion RMB post-investment, making it a unicorn with a valuation exceeding 100 billion RMB. Over the past six months, the company's total accumulated financing has reached approximately 27.2 billion RMB (4 billion USD).

Strategic investors in this round include global full-stage equity investment firm IDG Capital, global leading AI hardware manufacturer Lens Technology, pan-European diversified industrial and investment groups GGG Group and Redstone VC, global high-tech growth fund Huashan Capital, and Hefei Binhu Industrial Development Group, among others.

In addition, Stone Venture from the United Arab Emirates has made successive follow-on investments across multiple rounds; many existing shareholders including Oasis Capital, Jijishan Capital, Nanshan Emerging Industry Investment, Shangqi Capital, and NIO Capital have made over-allocated additional investments.

The funds from this financing round will be primarily used to achieve breakthroughs in brain-cerebellum fusion technology and its productization, promote the large-scale deployment of thousands of fully autonomous humanoid robots, and accelerate global market expansion. The company will further improve its global manufacturing and delivery capabilities, and speed up its layout in key markets including the Middle East, Europe, and other regions in Asia, while continuously building an open ecosystem for global developers to accelerate embodied AI technological innovation and industrial implementation.

01. Three-layer technical architecture, launching the market's only female-like full-size humanoid robot

Founded in 2022, LimX Dynamics is an AI-driven general-purpose humanoid robotics company focused on developing full-size humanoid robots, with derivative products including the multi-form robot TRON. It possesses three core competencies: in-house hardware design and manufacturing, brain-cerebellum fusion technology, and an embodied agent OS system, dedicated to promoting the technological innovation, development, and application of embodied intelligence in research, commercial, and domestic scenarios.

LimX Dynamics adheres to a full-stack technical roadmap, continuously investing in R&D around robot hardware, AI infrastructure, and embodied agent OS systems, building a technical system that covers motion generation, model training, cognitive decision-making, and real-world deployment.

Currently, the company has established a three-layer technical architecture encompassing the System 0 full-body motion foundational model, System 1 humanoid robot VLA/WAM capabilities, and System 2 embodied agent operating system (COSA) powered by large language models and world models.

As an enterprise-level open-source platform, FluxVLA Engine provides developers with a complete set of engineering infrastructure for model training, iteration, and deployment.

LimX Dynamics' three-layer technical architecture (Source: LimX Dynamics)

Previously, LimX Dynamics has launched multiple robot products including TRON 1, TRON 2, Luna, and Oli, covering categories such as full-size general-purpose humanoid robots, full-size interactive humanoid robots, and multi-form bipedal robots.

Among them, LimX Luna is a full-size interactive humanoid robot designed for commercial performance applications, released in May this year. It stands 160cm tall with 27 degrees of freedom, integrating high-dynamic motion control and multi-modal interaction. In less than a month, the robot has been officially delivered to customers in domestic and overseas markets. LimX Dynamics founder Zhang Wei stated that LimX Luna is the only commercially available female-like full-size humanoid robot on the market.

Luna robot (Source: LimX Dynamics)

LimX Dynamics revealed that since all its robot products were launched, they have collectively received thousands of orders, over half of which come from overseas markets. The company's new-generation multi-form embodied robot TRON 2 has already secured orders from domestic and international customers since its release.

02. Led by a professor from Southern University of Science and Technology, aiming to "remove the remote control"

Zhang Wei received his Ph.D. in Electrical and Computer Engineering from Purdue University in 2009, previously served as a tenured professor in the Department of Electrical and Computer Engineering at The Ohio State University, and is currently a professor at Southern University of Science and Technology. With over a decade of in-depth experience in robotics and artificial intelligence, he founded LimX Dynamics in 2022.

Zhang Wei (Source: LimX Dynamics)

In a public interview in August 2025, Zhang Wei stated that "AI is a variable," yet the technical roadmap for robot brains had not yet converged. In an interview during this financing round, Zhang Wei pointed out that "The details are not yet fully converged, but the data-driven AI paradigm has become extremely clear."

Fundamentally, Zhang Wei believes that a model itself is not a brain; a brain is a complete operating system that integrates various models together. He noted that LimX Dynamics is one of the earliest companies to research and launch the Agentic OS concept, adding that "We have always emphasized that embodied intelligence is the fusion of the cerebrum and cerebellum."

Zhang Wei also analyzed LimX Dynamics' advantages, stating that the company is currently the only entity in China with the capability to train foundational models across a full autonomous pipeline, leading the industry in Agentic OS deployment, "Our goal is to eliminate the need for (robot) remote controls." It is reported that the company officially released the LimX COSA (Cognitive OS of Agents) embodied agent system in January this year, which is a physical-world-native embodied Agentic OS.

Regarding application scenarios, Zhang Wei explained why LimX Dynamics did not select factories as its primary use case: humanoid robots are not efficiency-oriented tools, but are designed to serve households and commercial settings. LimX Dynamics' philosophy is "Serve people, not process", dedicated to building general-purpose embodied intelligence and "promoting full autonomy in unstructured scenarios."

He pointed out that in this financing round, industrial capital participants have varying mindsets: some aim to grasp the underlying technical know-how, while others seek to participate in the robotics industry through investment.

Regarding the shift in financing pace, Zhang Wei noted that LimX Dynamics requires capital to conduct large-scale exploration and implementation. He also stated that linear extrapolation cannot currently be used to predict the development of the robotics industry, and in the humanoid robotics field, "many people think it is still early, but I believe we are already at the eve of the breakthrough."

Looking ahead, LimX Dynamics states that it will continue to strengthen its advantages in brain-cerebellum fusion technology, advance the construction of robot mass production systems and global layout, continuously improve its global supply chain and delivery capabilities, and accelerate the innovation and industrialization of embodied intelligence technology.

03. Conclusion: The humanoid robotics trend is in full swing, as LimX Dynamics accelerates its capitalization process

Global capital's participation in LimX Dynamics' financing round to some extent reflects that its technical path has gained recognition from both domestic and international parties, and also demonstrates the reality that the humanoid robotics sector is currently a booming trend — although most companies have not yet achieved profitability, capital no longer wants to miss another "ChatGPT moment." Zhang Wei pointed out that the robotics industry is currently "in the 3 to 3.5 stage (of the ChatGPT development trajectory)."

However, Zhang Wei also believes that the robotics industry cannot replicate the large language model development model of achieving general capabilities first then seeking implementation; instead, it needs to deploy in real scenarios first, conduct reinforcement learning, and build a data flywheel. He refers to 2026 as "the first year of embodied scenario implementation."

At the same time, LimX Dynamics' capitalization process is also accelerating. According to industrial and commercial registration information, LimX Dynamics completed its shareholding system reform in March 2026. Robot Frontline learned from informed sources that the company has already initiated its IPO process.

This article is from the WeChat public account "Robot Frontline", Author: Zhong Chen, Editor: Mo Ying, published with authorization from 36Kr.