X1 Pro 輪式人形機械人 by Fan Wu is a highly esteemed winner of the very prestigious 2026 A' Design Award 銀獎 in 機械人設計 Competition Category.

銀機械人· 2026

X1 Pro 輪式人形機械人

by Fan Wu

Client: Shanghai Seer Intelligent Technology Co., Ltd.

A' Design Award 銀獎 Winner in 機械人 Category

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Verified Award Winner

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View at A' Design Award Press Release Award Badge

Colors

The Design

About X1 Pro 輪式人形機械人

X1 Pro係一款輪式人形機械人,專為倉庫同物流設施嘅搬運工作而設計。呢款機械人可以喺無需人手指引嘅情況下,識別、抓取同搬運唔同種類、顏色同尺寸嘅箱子。機械人設有兩種模式:喺移動模式下,底盤會降低,以便快速行駛,速度可達每秒10米;喺操作模式下,底盤會升高,配合機械臂同末端執行器一齊運作,覆蓋範圍由地面直至貨架頂部。機械人可以搬運超過40公斤嘅箱子。

The Recognition

About the A' Design Award 銀獎

X1 Pro 輪式人形機械人是 A' Design Award 銀獎得主，這是授予頂級、華美而令人印象深刻的設計的極為崇高的認可。銀獎得主是極其卓越、極具創造力的作品，展現出其設計師傑出的專業技能、才華與敏銳。預計X1 Pro 輪式人形機械人將成為一件出色的典範之作，兼具非凡的專業性與深刻的創新性。這件贏得 A' Design Award 銀獎的設計是一項備受矚目、令人欽佩的發明，造福並拓展藝術、科學、設計和技術的界限。X1 Pro 輪式人形機械人是一件令人羨慕的創作，它喚起渴望，帶來積極的情感，並激發驚嘆與讚嘆。

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