X1 Pro 轮式人形机器人 by Fan Wu is a highly esteemed winner of the very prestigious 2026 A' Design Award 银奖 in 机器人、自动装置与自动化设计 Competition Category.

银机器人· 2026

X1 Pro 轮式人形机器人

by Fan Wu

Client: Shanghai Seer Intelligent Technology Co., Ltd.

A' Design Award 银奖 Winner in 机器人 Category

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Verified Award Winner

Verify Award Status for #163230

View at A' Design Award Press Release Award Badge

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The Design

About X1 Pro 轮式人形机器人

X1 Pro 是一款专为仓储与物流场所搬运作业而设计的轮式人形机器人。该机器人无需人工引导,即可自主识别、抓取并搬运不同类型、颜色和尺寸的箱体。机器人具备两种工作模式:在移动模式下,底盘降低重心,可实现最高每秒10米的快速行进;在作业模式下,底盘升起,与机械臂及末端执行器协同工作,作业范围覆盖从地面到货架顶层的全部高度。其可搬运重量超过40公斤的箱体。

The Recognition

About the A' Design Award 银奖

X1 Pro 轮式人形机器人是 A' Design Award 银奖得主，这是授予顶级、华美而令人印象深刻的设计的极为崇高的认可。银奖得主是极其卓越、极具创造力的作品，展现出其设计师杰出的专业技能、才华与敏锐。预计X1 Pro 轮式人形机器人将成为一件出色的典范之作，兼具非凡的专业性与深刻的创新性。这件赢得 A' Design Award 银奖的设计是一项备受瞩目、令人钦佩的发明，造福并拓展艺术、科学、设计和技术的边界。X1 Pro 轮式人形机器人是一件令人羡慕的创作，它唤起渴望，带来积极的情感，并激发惊叹与赞叹。

Behind the Design

Press Kit

Credits, team members and technical details provided by the designer.

Unique Properties: Driven by the FAM series of embodied models developed in house, the X1 PRO wheeled humanoid robot achieves fully autonomous recognition, grasping, and precise handling of boxes of various types, colors, and sizes in unstructured industrial warehousing and logistics scenarios.
Dimensions & Packaging: 680 mm x 615.5 mm x 1772.6 mm
Tags: Dual Modality, Wheeled, Humanoid Robot, Efficient, Self Adaptive, Autonomous Learning and Evolutionary Capability
Production Technology: The X1 PRO features dual mode switching between locomotion and operation modes. In locomotion mode, the chassis adaptively lowers to enable high-speed movement of up to 10 meters per second. In operation mode, the chassis automatically raises, coordinating the MDOF system of the robotic arm, end effector, and chassis to efficiently perform a variety of tasks. This configuration fully covers the entire operational range from ground level to the top of shelving units.
Design Challenge: The X1 PRO operates in highly complex task scenarios. Enabling the model to extract core features from very few samples for generalized learning while maintaining accuracy and stability requires fundamental redesign of the underlying algorithmic architecture, realignment of multimodal data fusion, and logical reconstruction. The technical innovation and difficulty of this development are extremely high, with no established industry reference path available.
Research: Leveraging the physical interaction modeling capability of the FAM series, the X1 PRO generates optimal grasping and motion strategies in real time based on box weight, center of gravity, and material, autonomously adjusting force and posture. It can smoothly transport boxes exceeding 40 kilograms while maintaining strong robustness under complex load variations, achieving high load, high dynamic industrial grade full process operation.
Inspiration: Industrial robotics is evolving from rigid automation to flexible intelligence. Addressing the pain points of high deployment costs and insufficient task generalization in traditional robots, embodied intelligence technology equips robots with multimodal autonomous perception and learning capabilities, enabling them to achieve human like perception and execution, a pathway considered key to overcoming current technical bottlenecks.
Project Duration: The project began in Shanghai in March 2024, was completed in May 2025, and was exhibited at CeMAT Shanghai 2025.
Operation Flow: Built on a proprietary 3D thermal map alignment architecture, the FAM series models revolutionize the hourglass shaped information processing flow of traditional vision language action models. This allows the X1 PRO to learn and deploy each complex task with only three to five demonstration samples, reducing data requirements to one percent of conventional levels, meeting the industrial need for rapid deployment and flexible response.
Team Members: Fan Wu
Image Credits: Fan Wu