The cybernetic robotics firm Huaruizhipu has introduced its Praxis One platform. This platform is an edge computing system based on the MediaTek Genio Pro 5100 chip and was demonstrated at an industry event in Hangzhou during the 9th China Robotics Summit on September 17th.
Praxis One is positioned as a high-performance computing module for heavy humanoid and robotic systems, rather than a smartphone product. It integrates multimodal tasks on the device, along with vision and language tasks and real-time motion control, onto a single chip.
Huaruizhipu emphasizes that its design differs from common separated stacks where a cognitive accelerator is placed next to a separate motion microcontroller. By integrating high-level decision-making and low-latency control on a single SoC, it achieves reduced inter-chip latency, decreased data loss, and simplified board design.
There is also a lighter version, Praxis Nano, which uses the MediaTek Genio 720 and is intended for medium robots and closed-loop motion systems with sensors. While Praxis One focuses on multimodal perception, VLA policies, lightweight world models, local large model inference, and complex task planning on more massive platforms.
MediaTek and its partners indicate that the Genio Pro 5100 is an eight-core processor based on the Arm v9.2 architecture with a 3nm process, equipped with an eighth-generation NPU capable of operating at approximately 106 TOPS. Furthermore, it supports up to 16 FHD camera virtual channels, Wi-Fi 7, Bluetooth 6.0, and optional 5G.
On-device inference of the Qwen3-7B model is estimated at about 23 tokens per second, allowing scene understanding and dialogue to be maintained even when disconnected from the cloud. The system is designed for industrial use across a wide temperature range, from -40°C to 105°C, making it suitable for deployment in factories and outdoors.
Huaruizhipu also presented complementary components of its system: peripheral data collection hardware under the brand RuiMou, a physically constrained world and robot scene model, and ready-made packages for OEMs and laboratories. The official English name of the company is poorly documented outside of Chinese materials and the website harmony-robot.com; Huaruizhipu is used here as the corporate name, and Praxis One as the trademark pending clearer global confirmation.