Huiyi Intelligence Launches A-Share IPO Push as Robot Chip Maker

According to publicly available information, on October 29, robot chip company Huiyi Intelligence officially launched its bid for the A-share public market. As one of the domestic companies that early laid out an embodied intelligence computing power platform, the company has achieved scaled commercial deployment of its robot chips and domain controller products.

From intelligent vehicles to embodied intelligence, Huiyi's development path reflects the trend of autonomous driving technology migrating to the robotics industry, and also shows that the robotics industry is moving from technical validation to commercial validation.

However, a commercial breakthrough is only a new starting point. After the robotics industry enters the revenue verification stage, issues such as customer structure, demand sustainability, and evolution of technical routes have become important variables determining the future development space of the industry.

Why Huiyi: From Autonomous Driving Experience to the Robotics Track

From Starting in 2025, embodied intelligence has become one of the most watched directions in capital markets. A large number of startup companies have rushed into the robot chip track, hoping to replicate the development path of the automotive intelligent industry chain.

However, from the current industry status, there are not many embodied enterprises that have truly achieved scaled commercial deployment. On one hand, the robotics industry is still in an early stage, and whole-machine products have not yet formed large-scale shipments; on the other hand, customized chip R&D has a long cycle and high investment, so companies often need to go through a relatively long period of technical validation and customer onboarding.

Against this background, Huiyi Intelligence's ability to move to capital markets first is closely related to its choice of technical path.

Beijing Huiyi Intelligent Information Technology Co., Ltd. was established in 2022. The company is positioned as a computing power platform for the embodied intelligence era, with products covering fields such as embodied intelligence and autonomous driving. In early 2026, AGIBOT entered Huiyi Intelligence through equity investment, and the company's registered capital has increased to 42,530,000 yuan.

Source: Huiyi Intelligence official website

Although robotics and automotive intelligence face different scenario carriers, they share strong technical commonality in links such as perception fusion, real-time decision-making, and motion control. The chip design, domain controller development, and mass production experience accumulated by the automotive intelligent industry are becoming an important source of capability for the robotics industry.

For Huiyi, the accumulation from the autonomous driving industry provides an important foundation for entering the robotics track, but technical capability is only a starting point.

Chip companies ultimately still need to revolve around customer needs and achieve product deployment, completing the closed loop from R&D investment to commercial returns. Huiyi's ability to quickly realize product volume release in the future is closely related to its tied top-tier robot customers.

Why AGIBOT: How is the commercialization loop for robots formed?

Currently, for robot chip companies, having products enter mass production in robots and forming stable orders is often more important than technical parameters.

Since 2025, the robot industry has rapidly heated up, with a continuous increase in the number of supply chain enterprises. However, from a commercialization perspective, the industry always faces a realistic problem: there are many robot companies, but few products that truly achieve large-scale shipments.

This means that even after upstream chip manufacturers complete product R&D, they often need to go through a relatively long customer verification cycle. Compared with the intelligent automotive industry, which has already formed a relatively mature supply chain system, the robot industry is still in an early stage of industrialization, and many enterprises face problems such as limited shipment scale and slow revenue growth.

Against this background, the importance of leading robot companies begins to stand out.

Public information shows that AGIBOT robots have continued to advance product commercialization implementation in recent years, forming multiple product lines such as Expy and Lingxi, and continuously expanding into scenarios such as industrial manufacturing and commercial services. In March 2026, AGIBOT robots announced the cumulative production of its 10,000th general-purpose embodied robot, becoming one of the domestic embodied intelligence enterprises to first achieve mass production at the ten-thousand-unit level.

Image source: AGIBOT official website

Currently, after establishing a cooperation relationship with AGIBOT, Huixi Intelligent has achieved large-scale shipment of its company's high-performance computing chips and domain controller products, with related business revenue growing rapidly. This also means that the robot supply chain is beginning to form a positive cycle from whole-machine mass production to upstream supplier revenue growth. For Huixi, what AGIBOT provides is not just orders, but also product verification, data accumulation, and opportunities for scaled delivery.

From a horizontal industry comparison perspective, there are emerging enterprise samples in the robot chip track where revenue growth and capital attention are rising simultaneously. Different enterprises are at different commercialization stages, but revenue scale, shipment capability, and capital recognition are becoming important indicators for measuring the development of robot chip companies.

However, forming a commercial loop is only the first step.

Compared with the new energy vehicle and consumer electronics industries, which have already established relatively mature product refresh mechanisms, whether the robot industry can form a continuous and stable demand cycle, and whether it can achieve scaled deployment in more application scenarios, will still determine the future growth space of the entire supply chain.

Behind the IPO: The real test for robot chips has just begun.

First is the issue of customer concentration.

The robotics industry is still in its early stage, and only a limited number of full-system manufacturers can achieve mass production. For upstream chip companies, top-tier customers serve as both revenue sources and product validation channels; however, excessive customer concentration may also pose risks such as reduced versatility of chip products, passive supply chain strategies, and an overly narrow ecosystem.

For robotics chip companies, how to maintain cooperative relationships with top-tier customers while expanding into more industry-specific clients will remain a key challenge in the future.

Second, what deserves greater attention than market size is whether robot demand can form a sustainable cycle.

Compared with new energy vehicles and consumer electronics, where replacement purchases and upgrade demands have already emerged, the robotics industry currently relies mainly on new deployments. Whether enterprise customers will continue to repurchase products, whether product generations will evolve, and whether application scenarios can expand sustainably will determine the long-term growth trajectory of the supply chain.

For upstream chip companies, factors determining long-term growth potential are not merely the size of individual orders, but whether the robotics industry can establish a stable and sustainable demand system.

Finally, the pathway for transferring autonomous driving technology to robots still requires further validation.

Currently, the embodied intelligence industry is still in its developmental early stage, with robot chips largely exhibiting a 'use what is available' characteristic. Compared with industrial control and consumer electronics sectors, the automotive intelligent sector has, after years of development, established relatively mature reliability verification systems, mass production standards, and supply chain management capabilities; therefore, related chips are more likely to enter the robotics market earlier. This is also an important reason why many robotics companies currently adopt computing platforms from the automotive intelligent industry.

However, in the long term, such migration primarily addresses supply issues in the early stage of the industry rather than defining the ultimate technical form of the robotics industry.

Robots and automobiles ultimately serve different application environments. Automotive operating scenarios are relatively fixed, whereas robots must confront a more complex and dynamic physical world; automobiles emphasize driving decision-making and safety control, while robots need to further address motion planning, task execution, and human-machine interaction challenges.

As robot application scenarios continue to expand, the industry is likely to face new requirements regarding chip architecture, real-time control capabilities, power management, and software-hardware co-design. At that time, whether dedicated chips defined for robot-specific scenarios and their corresponding software ecosystems can be established may become a key factor in competition in the next phase of industry development.

Therefore, while autonomous driving experience can help companies enter the robotics market more quickly, whether it can become the ultimate form of future robot computing platforms still requires long-term validation through additional products and application scenarios.

From this perspective, an IPO is more like a milestone than an endpoint.

Huiyi Intelligence has pioneered the commercialization loop, demonstrating that robot chips have established a certain foundation for industrialization; however, factors such as customer structure, demand sustainability, and technological route evolution will ultimately determine how far enterprises and the industry can advance.

Epilogue

Huiyi Intelligence's planned listing on the STAR Market signifies that the first batch of companies in the robot chip sector have successfully validated their commercial loops. In recent years, market attention has focused primarily on whether robots can operate and move; now, shipment volume, revenue, and customer base have become new benchmarks, as the industry chain enters a new phase of validating business models and profitability.

For robot chip companies, achieving a commercial loop early is certainly important, but long-term value ultimately hinges on whether the robot industry can establish a sustainable demand ecosystem. Only when robots truly enter more application scenarios and establish a virtuous cycle of large-scale deployment and iterative upgrades can upstream chip manufacturers secure development opportunities akin to those in the new energy vehicle supply chain. Huiyi Intelligence's IPO process may well serve as an important signal within this industrial evolution. Return to the previous page for more information