Harvest Praxis launches Genio Pro robot compute combining AI and motion control

Harvest Praxis has introduced Hyper AI Brain, a robot-computing platform developed with MediaTek that places perception, AI reasoning and motion control on a single system-on-chip. Announced at the China Robot Summit on 22 October, the platform includes the flagship Praxis One module and a lower-powered Praxis Nano for smaller machines.

Praxis One uses MediaTek’s 3 nm Genio Pro 5100 and is rated by Harvest Praxis at 120 TOPS of system compute. It is intended to run language, vision-language-action and world models locally while controlling robot joints. Praxis Nano uses the Genio 720 and is rated at 23 TOPS. Combining those functions is intended to reduce the communication delays, wiring and power requirements associated with separate AI and control processors.

The underlying Genio Pro 5100 was introduced in March for edge applications including robotics and machine vision. Harvest Praxis adds robot-specific hardware and software around that processor. Its Praxis Deployment Studio automates model compilation, deployment and debugging, supporting the process of moving trained models onto the local device.

The company is also using complete robots to develop and validate the computing platform. Its 1.85-metre S1 Zilong humanoid and E3 Ziyun wheeled manipulation robot use Praxis One; the S3 Zitian quadruped uses Praxis Nano and has a company-stated payload of up to 20 kg. These systems connect the compute modules with sensors, actuators and physical tasks.

Harvest Praxis plans internal testing during the fourth quarter of 2026 and targets mass production and commercial delivery from January 2027. The company intends to offer adaptation support so other robot developers can use the platform in their own machines.