This week, SEER Robotics appeared at two major technology and industry events in Hangzhou: the 2026 Apsara Conference and the 5th Global Digital Trade Expo (GDTE).

From a quadruped robot equipped with a robotic arm for coordinated mobility and manipulation, to an AI delivery robot autonomously performing tasks in real-world environments, the robots on display differed in form and function. Behind them, however, was the same underlying foundation: the SEER Robotics Robot Brain, connecting perception, decision-making, and action into a complete robotic intelligence pipeline.


Apsara Conference: Extending Robot Capabilities from Mobility to Manipulation
At the 2026 Apsara Conference, SEER Robotics showcased a quadruped robot equipped with a robotic arm.

Unlike conventional quadruped robots primarily designed for locomotion, inspection, and similar tasks, this system combines quadruped mobility with robotic manipulation, enabling it to perform tasks such as picking and carrying objects while moving through its environment.

During the demonstration, visitors could simply throw a ball onto the floor. The robot autonomously detected the target, located it, moved to the appropriate position, picked it up with its robotic arm, and placed it into a basket mounted on its back.

The entire process—from perception and decision-making to movement and manipulation—was completed autonomously, without remote control.

Coordinating quadruped locomotion and robotic-arm manipulation places significantly higher demands on a robot's perception, decision-making, and control capabilities. The robot must maintain stable movement and body posture while continuously adjusting the robotic arm according to changes in the environment and the task.

The transition from simply being able to move to performing manipulation while in motion means that the robot is no longer executing a single isolated action. Instead, multiple capabilities must operate together in real time.

What this demonstration ultimately validates is how the Robot Brain connects perception, decision-making, motion control, and physical execution, enabling robots to handle increasingly complex tasks.

Global Digital Trade Expo: Expanding into Real-World Industrial and Commercial Applications

At the Global Digital Trade Expo, SEER Robotics presented the quadruped robot alongside the P300 AI Delivery Robot and its Robot Brain product series.

Through demonstrations involving different robot forms and task types, SEER Robotics showcased how robotic intelligence can be applied across delivery, production, service, and other real-world scenarios.

The P300 is designed for industrial and commercial delivery applications. It supports free navigation without fixed routes, allowing the robot to perceive environmental changes in real time and dynamically adjust its path.

When encountering pedestrians, moving objects, or other dynamic obstacles, the P300 can autonomously reroute around them. It also incorporates 360-degree protection and 3D obstacle detection to reduce the risk of collisions and falls during operation.

For task execution, the P300 supports precise point-to-point docking, with positioning accuracy of up to 10 mm, enabling material pickup, delivery, and transfer between designated locations.

Depending on the production workflow, it can be used for point-to-point delivery, line-side delivery, and warehouse-to-production-line replenishment. This allows the robot to support fixed-point material transfers, high-frequency circulation between production lines, and material replenishment from warehouses to production areas.

In real-world applications, a robot's task is not simply to move from Point A to Point B. It must continuously perceive changes in its surroundings, execute tasks reliably, and integrate with actual operational workflows.

To simplify deployment in these environments, the P300 can be deployed and ready for delivery tasks in as little as 10 minutes. A streamlined single-screen interface further simplifies operation, reducing the complexity involved in getting the robot from initial setup to daily use.

Beyond delivery applications, the quadruped robot also performed interactive embodied-intelligence demonstrations including tug-of-war, ball pickup, and floor wiping, giving visitors a direct view of how robots can perform a wider range of physical tasks.

Different Robots, One Robot Brain
From coordinated mobility and manipulation on a quadruped robot to autonomous AI-powered delivery with the P300, these different robot forms are built on the same underlying capability: the SEER Robotics Robot Brain.

The Robot Brain is based on a three-layer architecture comprising Model, Cerebellum, and Nerve.

The Model is responsible for understanding tasks, processing information, and making decisions.

The Cerebellum translates those decisions into stable and coordinated motion and execution.

The Nerve connects the Robot Brain with the physical robot, transmitting commands to the robot while continuously feeding real-world operating states back into the system.

Robots may have different physical forms, perform different tasks, and operate in different environments. Yet many of the capabilities required for perception, decision-making, control, and execution can be developed as shared foundational capabilities.

By making these capabilities reusable across different robots, robot development, deployment, and operation no longer need to start from scratch for every new platform or application.

From the Apsara Conference to the Global Digital Trade Expo, what SEER Robotics demonstrated was more than a collection of individual robots. It showcased a common intelligence foundation capable of supporting perception, decision-making, and action across different robotic embodiments.

Different bodies. Different tasks. One Robot Brain.