Huayan Robot unveils embodied intelligence motion base at the CIIF, positioned as a universal physical foundation for robots

Summary: From the heavyweight release of an embodied intelligence motion base at the Industrial Fair, see this robot company's embodied answer

In October's Shanghai, crowds surge through the Industrial Fair. Humanoid robots walk in formation, embodied intelligence large models are demonstrated on site, and complete-machine manufacturers place their latest products in the most prominent positions. This is the most authentic portrait of China's robotics industry today: all the spotlight is trained on the matter of "being human-like."

But at Huayan Robotics' booth, what Chairman Wang Guangneng talks about most is not "being human-like," but "base," "joints," and "arms." This robotics company, which listed on the Hong Kong Stock Exchange in March this year, is making its first large-scale appearance at the Industrial Fair since going public, and what it brings is not another humanoid complete machine, but a set of embodied intelligence motion bases. When the entire industry is rushing toward end products, why has Huayan Robotics chosen to build a general-purpose physical foundation for robots in the embodied intelligence era?

Even more intriguing is a remark Wang Guangneng made in an interview: "All under heaven are friends; there are no enemies." In an industry where everyone is scrambling for tracks, labels, and end customers, this posture seems somewhat unconventional. Yet it is precisely this unconventionality that may conceal the most realistic industrial logic of embodied intelligence industrialization: when everyone is panning for gold, the ones selling shovels are actually scarcer.

I. Highlights Abound at the Industrial Fair: A Concentrated Showcase of Huayan's Latest Achievements

Huayan Robotics' booth at this year's Industrial Fair can be summed up in four words: focus on the base.

On the first day of the Industrial Fair, Wang Guangneng released the "embodied intelligence motion base." This is a physical base that Huayan Robotics has built for partners in embodied intelligence and other fields based on its own software and hardware strengths and industrial experience. Its core direction is to be "the general-purpose foundation in the robot world"—using a standardized, modular, open general-purpose base to accelerate embodied intelligence's move into real industrial scenarios.

Wang Guangneng was very clear at the release site: embodied intelligence needs both a smart "brain" and a powerful, reliable physical body. Based on more than 20 years of accumulated industrial experience, Huayan Robotics extends from the most fundamental motors, servo drives, and motion control algorithms to collaborative robot bodies and core motion components for embodied intelligence, providing the industry—across the three dimensions of core motion components, body manufacturing, and embodied intelligence—with a complete embodied intelligence base ranging from the "power heart" to the "execution terminal." Exhibited alongside the embodied intelligence motion base is a comprehensive performance upgrade of Huayan Robotics' collaborative robot bodies. Huayan Robotics has carried out systematic iterations from module structure, reducers, encoders, motors, and brakes to drive algorithms and motion compensation algorithms, bringing the collaborative optimization of core components and complete-machine control to a new level.

In terms of speed, joint speed has been increased overall by 20% to 150%, reaching a maximum of 360°/s, and end-effector TCP linear speed has been increased by 20% to 50%, reaching a maximum of 4.5 m/s, securing greater cycle-time headroom for high-frequency posture adjustment scenarios such as loading/unloading and handling. In terms of braking, it is equipped with the self-developed new-generation Meta motor, further improving power density and overload capacity while ensuring heat dissipation reliability, and combined with module structure and drive control optimization, achieving shorter braking distances. In terms of precision, under full-load speed testing, repeat positioning accuracy reaches 0.0109 mm, absolute positioning accuracy reaches 0.145 mm, and linear trajectory accuracy reaches 0.289 mm, providing more stable machining results for applications with high trajectory quality requirements such as precision assembly and precision machining. In terms of stability, the measured minimum operating noise of the complete machine can reach 55 dB, better adapting to noise-sensitive scenarios such as medical laboratories and university laboratories.

These upgrades are not a parameter show by an end-product brand, but a concentrated demonstration of core component and body control capabilities. For partners, this means what they get is not a concept, but a body with reliable performance, stable precision, and suitability for real production lines.

It is worth mentioning that Huayan Robotics also released a newly upgraded integrated 2.5D vision collaborative robot. It further connects the complete link from visual perception to robot execution: 2.5D vision → automatic focusing → AI recognition → HRC motion control → precise execution. This solution supports full-plane calibration, moving visual positioning from local "point accuracy" to "plane accuracy" across the entire work area; by acquiring target spatial information through 2.5D vision and combining it with the HRC motion control platform, it guides the robot to complete six-dimensional pose adjustment in X/Y/Z + Rx/Ry/Rz, effectively coping with workpiece position offset and posture changes. At the same time, capabilities such as automatic focusing, AI recognition, AI defect detection, multi-light-source configuration, rapid solution migration, and drag-and-drop deployment further lower the deployment threshold for complex industrial scenarios.

What Huayan Robotics is doing is not a standalone vision product, but an "embodied execution platform" that connects vision, motion control, and body execution.

In addition, Huayan Robotics has jointly created with partners a number of "actually working" deployed applications, including Huayan Robotics collaborative robots + intelligent 3D scanning inspection, CNC machine tool loading/unloading, and intelligent welding. The division of labor is very clear: Huayan Robotics provides high-performance, high-stability robot bodies and core motion components, while partners contribute vision applications, scenario know-how, and customer channels. Together, the two sides enable embodied intelligence to truly create value on industrial sites.

The most noteworthy thing at the Industrial Fair is not how many products Huayan Robotics released, but that it placed its focus on the base, the body, joints, arms, and motion control. In the humanoid robot wave, complete-machine brands occupy the most bustling position, but Huayan Robotics has chosen to build execution-layer infrastructure. This is not modesty, but a focus on concentrating resources on core components and physical bases for embodied intelligence.

II. Seeing Huayan Robotics' Ecological Niche from Its Industrial Fair Highlights: Building the "Execution-Layer Infrastructure" for Embodied Intelligence

Putting the products newly released at the Industrial Fair together, Huayan Robotics' intentions become clear.

The release of the embodied intelligence motion base is a public statement by Huayan Robotics about the division of labor in the industry. Wang Guangneng said that Huayan Robotics aims to build a "universal base in the robot world," using a standardized, modular, and open universal base to create a physical foundation for partners in fields such as embodied intelligence. Huayan relies on a collaborative model of "high-performance body + modular cerebellum + open ecosystem" to define the underlying capabilities of the robot's "body."

But positioning alone is not enough; there must also be the capability to support that positioning. The comprehensive performance upgrade of the collaborative robot body is the proof Huayan Robotics has delivered. Joint speed, TCP linear speed, repeat positioning accuracy, absolute positioning accuracy, linear trajectory accuracy, operating noise—the comprehensive improvement of these indicators shows that Huayan Robotics' full-stack in-house R&D capabilities have been transformed into deliverable, mass-producible, and reusable body capabilities. What partners receive is not a concept, but a body with reliable performance, stable precision, and suitability for real production lines. Whether the base can be called upon by ecosystem partners depends first on whether it is solid enough itself.

The 2.5D vision collaborative robot further lowers the threshold. It connects the complete chain from visual perception to robot execution, supporting full-plane calibration, automatic focusing, AI recognition, AI defect detection, rapid solution migration, and drag-and-drop deployment—these capabilities point to the same goal: making it easier for partners to integrate in complex industrial scenarios, deploy faster, and require less secondary development. The easier Huayan Robotics' base capabilities are to call upon, the more willing ecosystem partners are to build scenarios on top of it.

And its capability for large-scale industrial applications proves that this model has already been validated. Joint applications such as intelligent 3D scanning inspection, CNC machine tool loading and unloading, and intelligent welding are not ecosystem visions, but industrial collaboration that is already happening. Huayan Robotics provides the body and components, while partners provide scenarios and channels, with each side leveraging its strengths.

The embodied intelligence industry chain is stratifying: brain/algorithms, complete machines/brands, execution layer/physical base, and scenarios/integration. Huayan Robotics has chosen to be the "water seller" and the "base," securing the key link for large-scale deployment. At this Industrial Fair, Huayan Robotics can be said to have reinforced this positioning from four levels: strategic declaration, capability proof, threshold reduction, and model validation. It does not compete for the complete-machine business or the integration business, but instead deepens and perfects the execution-layer infrastructure so that partners can run more scenarios on its base.

III. The Industrial Logic and Future of This Choice: Using an Open Base and Ecosystem Cooperation to Accelerate the Large-Scale Deployment of Embodied Intelligence

In Wang Guangneng's view, embodied intelligent robots will number in the hundreds of millions in the future, and no company can take everything. Large-model companies build the "brain," Huayan Robotics supplies the "cerebellum" and the body, and integrators handle scenarios and channels—only with each performing its own role can the wave move faster. The applications jointly demonstrated by Huayan Robotics and its partners at the Industrial Fair, such as intelligent 3D scanning inspection, CNC machine tool loading and unloading, and intelligent welding, are grounded examples of this division of labor.

Supporting this division of labor is Huayan Robotics' full-stack in-house R&D capability. Starting from motors, servo drives, and motion control algorithms, Huayan Robotics has gained what Wang Guangneng calls "design freedom"—the ability to define precision, speed, payload, and arm span to create differentiation. The integrated speed, precision, stability, and visual execution capabilities demonstrated at the Industrial Fair are all external manifestations of this design freedom. Partners can build integrations, scenarios, and end products on this foundation without having to explore from the underlying components.

Going public provides the confidence of long-termism for this logic. Listing on the Hong Kong Stock Exchange in March this year brought capital, brand, talent, and an international window. Wang Guangneng said that after listing, standards have been raised and confidence is greater. This year Huayan Robotics added more than 200 people, with graduate students and doctoral candidates from top universities joining R&D, supply chain, production, and sales. Funding supports investment in embodied intelligence, AI large models, and software and hardware platforms. These investments are aimed at making the base more standardized, more open, and more reliable. The theme of the Industrial Fair, "Strong Embodied Base, New Momentum for Manufacturing," conveys exactly this signal.

The robot industry is shifting from single-product competition to ecosystem competition. Huayan Robotics exchanges an open base for partner scale, and full-stack in-house R&D for design freedom and differentiation. The embodied intelligence motion base, performance upgrades, 2.5D vision, and joint applications at the Industrial Fair are all interim answers to this strategy.

Huayan Robotics' choice is a sample of the Chinese robot industry moving from assembly and integration to full-stack in-house R&D, and from single-product competition to ecosystem division of labor. It is betting that in the era of embodied intelligence, infrastructure-type players will be scarcer than complete-machine brands.

Amid the embodied intelligence gold rush, Huayan Robotics has chosen to be the industry's shovel seller and the road builder of underlying technologies, deeply cultivating a universal physical base and delivering a pragmatic and distinctive answer for embodied intelligence.