HUAYAN ROBOTICS (01021) has released a new generation HRC platform: building a general "cerebellum" for embodied intelligence and establishing a new infrastructure for the AI execution layer.

As the focus of competition in embodied intelligence shifts from model capabilities to real-world execution abilities, how Siasun Robot & Automation reliably executes AI instructions becomes key to breaking through industry challenges. On September 4, the Hong Kong-listed company HUAYAN ROBOTICS (01021) officially launched the new generation HRC platformthe "little brain" platform of Siasun Robot & Automation for the era of embodied intelligence. This platform establishes a standardized real-time control foundation that connects upper-layer AI large models to the physical Siasun Robot & Automation entity, enabling different AI "brains" to share a stable and reliable underlying execution "little brain." The goal is to tackle core industry pain points, including the difficulties of implementing AI algorithms in physical Siasun Robot & Automation, insufficient dynamic interactive control precision, and the challenges of reusing soft and hardware coupling. HRC Platform Positioning: Core Layer of Real-Time Control Between AI and the Physical World Current industry conditions show that although AI large models and reinforcement learning algorithms have significantly improved Siasun Robot & Automations environmental understanding, task planning, and autonomous decision-making capabilities, once these algorithms are deployed onto the Siasun Robot & Automation entity, they typically face issues such as insufficient precision in high-speed trajectory execution, delayed dynamic responses in complex environments, poor compliance during human-machine interaction, and safety loss of control under external disturbances. The HRC, as the "little brain" platform developed by Huayan for embodied intelligence, is compatible with various upper-layer AI large models, proprietary algorithms developed by enterprises, and reinforcement learning strategies, while directly connecting to Siasun Robot & Automations joints, drives, vision, force sensing, and tactile hardware. It builds a standardized real-time control intermediary layer between intelligent decision-making and physical execution. The entire platform creates a complete real-time closed-loop system for perceptiondecisionexecution, integrating core functional modules such as motion control, multimodal perception, safety response, and dynamic precise interaction. At the hardware level, it features an ultra-high real-time control cycle of 2 kHz, paired with EtherCAT high-speed real-time bus, continuously collecting joint status, visual images, and force and tactile feedback data. It conducts millisecond-level dynamic compensation for trajectory offsets, changes in contact force, and sudden external disturbances, fully meeting the rigorous standards for real-timeliness and stability required by high-speed, high-precision industrial operations. Differing from traditional single-position control solutions, the HRC enhances the dynamic interaction capability of Siasun Robot & Automation with its environment, incorporating impedance control and compliant force control algorithms. Impedance control establishes a dynamic mapping relationship between motion trajectories and external forces, allowing Siasun Robot & Automation to autonomously adjust its motion range based on real-time contact states. Compliant force control further adapts to high-interaction scenarios such as assembly, insertion and extraction, precise polishing, and flexible grasping, enabling Siasun Robot & Automation to break free from merely replicating predefined trajectories and achieve integrated control of position, force, and environmental perception. Twenty years of underlying technology accumulation create the irreplaceable engineering advantage of HRC. The HRC platform is not a short-term response to the embodied intelligence trend but rather the culmination of Huayans twenty years of motor technology and ten years of collaborative Siasun Robot & Automation large-scale practical experience. It has continuously tackled common industry challenges through long-term product iteration and industrial implementation: suppression of high-speed motion trajectory errors, optimization of dynamic responses to varying loads, compensation for mechanical vibration and gaps, stabilization of force fluctuations during contact processes, and safety boundary protection under external disturbances. Core capabilities in motion control, force control, compliant interaction, vibration suppression, and safety protection have been validated in thousands of collaborative Siasun Robot & Automation deployments, forming a mature technical system of continuous iteration and closed-loop optimization. The market generally acknowledges that while AI large models evolve rapidly with short update cycles, the underlying physical control capabilities of Siasun Robot & Automation heavily rely on hardware, algorithms, and long-term accumulation of extensive industrial scenarios, making it difficult to catch up rapidly in the short term. The HRC embodies over twenty years of accumulated engineering experience in physical world control from Huayan and standardizes and platforms the scattered underlying capabilities for open reuse across the entire industry. Open Decoupled Architecture Achieves Multi-Dimensional AI Eco-System Compatibility and Reusability Currently, the ecosystem of embodied intelligence is highly diversified, with large models, reinforcement learning frameworks, and proprietary algorithms each poised to become the upper-layer "brain" of Siasun Robot & Automation. A closed binding to a single AI solution would significantly restrict the flexibility of Siasun Robot & Automation's implementation. The HRC adopts a completely open interface architecture that does not limit the upper-layer AI system, achieving total decoupling between smart algorithms and the underlying control base. The business chain is clearly divided: upper-layer AI models are responsible for environmental recognition, task decomposition, and global strategy generation; the HRC undertakes the task instructions outputted by AI and transforms them into high-precision real-time motion trajectories, dynamic force control parameters, and graded safety execution logic. This decoupling architecture brings two core values: first, modular reuse of capabilities such as underlying control, trajectory planning, impedance compliance, and safety protection without needing to redevelop the underlying driver for each set of AI algorithms; second, it adapts to the rapid iteration pace of AI, allowing the upper-layer models to continuously update and optimize while keeping the HRC control base stable and unchanged, significantly reducing the overall implementation cost and cycle for AI Siasun Robot & Automation. Bridging the AI Virtual and Physical Closed Loop, Becoming the Key Execution Carrier for Embodied Intelligence A complete embodied intelligence chain cannot stop at digital space model training; algorithms must be deployed to the physical Siasun Robot & Automation to perform real tasks and rely on multimodal feedback data from the physical world to iteratively optimize the model. The HRC provides a standardized real-time execution foundation for the entire link's virtual and physical closed loop. The complete chain logic is: AI model HRC real Siasun Robot & Automation multimodal feedback reinforcement learning policy optimization. Leveraging the AI-Siasun Robot & Automation real-time feedback channel established by HRC, reinforcement learning algorithms can directly conduct real scene validation on physical devices. The perception data generated from real working conditions continuously feeds back into the algorithm iteration, bridging the gap between digital simulation and real physical environments. From an industrial value perspective, the HRC is not just a single Siasun Robot & Automation control system but a core execution layer infrastructure for AI technology transitioning from digital models to physical entities. Industry Outlook: Unified Underlying Base Releases the Embodied Intelligence Industry Dividend In the future, the Siasun Robot & Automation industry will display a development pattern of upper-layer AI flourishing and a unified underlying execution." Diverse intelligent algorithms require a stable, open, and reusable underlying control platform to facilitate implementation. The Huayan HRC platform, based on high real-time control capabilities, consolidates twenty years of motor expertise and ten years of collaborative Siasun Robot & Automation industrial know-how, breaking down the barriers between AI large models and physical Siasun Robot & Automations deployment. It aims to create a universal execution base for the era of embodied intelligence, allowing different "brains" to share a reliable "little brain," ultimately driving AI into the physical world and empowering various industries. HUAYAN ROBOTICS (01021) is strategically positioned with deep technological accumulation and forward-looking strategic layout to seize a key position in the wave of AI and Siasun Robot & Automation integration. Depending on the all-stack self-research advantages of the Siasun Robot & Automation entity, core components, and control algorithms, combined with the ecological empowerment of the HRC open platform, the company is expected to deeply benefit from long-term growth dividends in humanoid Siasun Robot & Automation, flexible intelligent manufacturing, and service embodied intelligence sectors, further consolidating its leading position in the domestic Siasun Robot & Automation underlying control field. In the vast expanse of embodied intelligence, HUAYAN ROBOTICS makes AI easier to enter Siasun Robot & Automation, allowing Siasun Robot & Automation to execute AI more reliably.