Industrial Manufacturing Software & Algorithm Provider Robot Manufacturer Control & Software Systems Education & Research
Doctoral Graduate Establishes Lingxi Zhiyong to Transform Industrial Embodied Intelligence
Original from leaderobot.com: Doctoral Graduate Launches Lingxi Zhiyong to Revolutionize Industrial Embodied Intelligence

Doctoral Graduate Establishes Lingxi Zhiyong to Transform Industrial Embodied Intelligence

Recently, Duan Yifan, a doctoral graduate from the University of Science and Technology of China, announced the establishment of Lingxi Zhiyong in Shanghai, aimed at revolutionizing industrial embodied intelligence. The company has developed the ROSS Harness system, which integrates the ROSS and CONWAY industrial models to address the engineering challenges of deploying embodied intelligence in real production lines.

The significance of this development lies in the fact that the deployment success rate of pre-trained models in actual production environments is generally below 60%, with operational costs remaining high. Lingxi Zhiyong's ROSS Harness system is designed to convert probabilistic action generation capabilities into stable, controllable, and reusable execution abilities in the physical world, thus enhancing the reliability of industrial robots.

Looking ahead, Lingxi Zhiyong plans to refine its technology further, focusing on the continuous execution of tasks despite changing conditions. The company aims to establish a robust framework for task execution that includes model abstraction, skill abstraction, and layered safety monitoring. No further timeline was disclosed at the time of publication.

Editor's Note

The launch of Lingxi Zhiyong by Duan Yifan highlights a critical advancement in the field of industrial embodied intelligence. As companies seek to integrate more intelligent automation solutions, the ability to deploy reliable and efficient robotic systems will be paramount. This development could significantly influence the competitive landscape in industrial automation and robotics.

RobotToday Initiative

Robotics needs a service framework.

RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.

Share

Related Articles/News

Wang Xingxing Discusses Humanoid Robotics Challenges at WRC Following Yushu Technology's IPO

Wang Xingxing Discusses Humanoid Robotics Challenges at WRC Following Yushu Technology's IPO

On August 20, Wang Xingxing, founder of Yushu Technology, spoke at the World Robot Conference (WRC) about the challenges facing humanoid robotics. This followed the company's IPO on the STAR Market, where its stock surged 460% on the first day, reaching a market capitalization of 341.8 billion yuan. Despite this success, Wang emphasized the need for impro...

Humanoid Robots Robotics Technology AI Development
Xinghaitu Showcases Embodied Intelligence Advancements at 2026 World Robot Conference

Xinghaitu Showcases Embodied Intelligence Advancements at 2026 World Robot Conference

At the 2026 World Robot Conference in Beijing, Xinghaitu presented over ten technology demonstrations under the theme of 'Awakening Productivity.' Unlike many exhibitors focusing on motion displays, Xinghaitu's demonstrations centered on 'real work,' showcasing the company's foundational technological advancements in both hardware and software. These pres...

Embodied Intelligence Robot Automation Industrial Robotics
Framework for Innovations That Scale Across Emerging and Developed Markets

Framework for Innovations That Scale Across Emerging and Developed Markets

Amos Winter, the Germeshausen Professor of Mechanical Engineering at MIT, and coauthor Vijay Govindarajan have released a new book detailing a framework for creating innovations that can thrive in both emerging and developed markets. They emphasize that emerging markets are growing at twice the rate of the U.S. and Europe, making them crucial for multinat...

Books and authors Faculty Mechanical engineering
2026 World Robot Conference Highlights Growth in Embodied Intelligence Sector

2026 World Robot Conference Highlights Growth in Embodied Intelligence Sector

The 2026 World Robot Conference, themed 'Human-Machine Symbiosis, Integration of Production and Demand', will take place in Beijing from August 19 to 23. Over 300 exhibiting companies and more than 2,000 exhibits are expected, marking a 36% increase in exhibitors and a 27% rise in exhibits compared to last year. The embodied intelligence sector has seen a...

Embodied Intelligence Robotics Market Trends
Japanese Insurers Seek Foreign Investment to Replace Domestic Cross-Shareholdings

Japanese Insurers Seek Foreign Investment to Replace Domestic Cross-Shareholdings

Major Japanese nonlife insurance companies, including Tokio Marine Holdings, MS&AD Insurance Group Holdings, and Sompo Holdings, are actively courting foreign investors. This strategy aims to replace traditional cross-shareholding relationships with domestic firms as they seek to attract long-term shareholders for growth investment. The shift towards fore...

Challenges in Real-World Implementation of Embodied Intelligence and Robotics

Challenges in Real-World Implementation of Embodied Intelligence and Robotics

The robotics industry faces significant challenges in transitioning from simulation to real-world applications. While new models and capabilities are frequently demonstrated, many teams struggle with engineering tasks such as kinematics adaptation, sensor calibration, and data synchronization. This gap highlights the need for a unified, stable, and reusab...

Embodied Intelligence Robotics Physical Platforms
Runke Robotics Unveils Embodied Intelligence 2.0 at the 2026 World Robot Conference

Runke Robotics Unveils Embodied Intelligence 2.0 at the 2026 World Robot Conference

The 2026 World Robot Conference (WRC) took place from August 19 to 23 at the Beijing Yichuang International Exhibition Center. Runke Robotics showcased its full range of embodied intelligence hardware, with CEO Zhou Bin delivering a keynote speech on the core concept of 'Embodied Intelligence 2.0.' The event featured live demonstrations of multiple robot ...

Embodied Intelligence Robotics AI
Rui Erman Intelligent Unveils Real-World Robot Deployment Strategy at WRC 2026

Rui Erman Intelligent Unveils Real-World Robot Deployment Strategy at WRC 2026

On August 19, 2026, the World Robot Conference (WRC) officially opened at the Yichuang International Exhibition Center in Beijing. The event, themed 'Human-Robot Symbiosis and Integrated Production and Demand,' featured over 300 exhibiting companies and more than 2,000 exhibits. Rui Erman Intelligent showcased its 'Real Work Robot' at booth A121, drawing ...

Robotics Remote Labor Networks Industrial Automation
Peacock Streaming Service Implements Price Increases Across All Plans

Peacock Streaming Service Implements Price Increases Across All Plans

Peacock has announced a price increase for all its streaming plans, effective August 18 for new and returning subscribers. The ad-supported 'Select' plan will rise from $7.99 to $8.99, while the 'Premium' tier will increase from $10.99 to $12.99, and the ad-free 'Premium Plus' plan will go from $16.99 to $19.99. Current subscribers will see these changes ...

Apps Media & Entertainment peacock
Trossen Robotics Collaborates with Stereolabs to Enhance Physical AI Data Collection

Trossen Robotics Collaborates with Stereolabs to Enhance Physical AI Data Collection

Trossen Robotics has announced a partnership with Stereolabs to integrate high-fidelity stereo vision into its Physical AI platforms. The collaboration features the Stereolabs ZED X Mini scene camera and dual ZED X Nano wrist cameras, providing synchronized, training-grade visual data for robot-learning teams. This integration is significant as it enhance...

Extreme Heat Intensifies Food-Energy Challenges Across Asia

Extreme Heat Intensifies Food-Energy Challenges Across Asia

Extreme heat is increasingly impacting agriculture and energy costs across Asia, as seen in the case of a farmer in Ahmedabad, India, who struggles against rising temperatures while tending to her paddy fields. This situation highlights the interconnectedness of food production and energy consumption, with hotter climates leading to damaged crops and incr...

Addressing Humanoid Robot Production Challenges Amidst Surplus Computing Power

Addressing Humanoid Robot Production Challenges Amidst Surplus Computing Power

The computing capabilities of humanoid robots, such as Nvidia's Thor at 2070 TFLOPS and the S600 from Digua Robotics at 560 TOPS, appear abundant. However, in real production scenarios, merely comparing TOPS is insufficient. Effective computing power, which considers memory bandwidth and software stack efficiency, is crucial for optimal robot performance....

Humanoid Robots AI Robotics Production

Related Suppliers

Ross Controls

US manufacturer of pneumatic and hydraulic safety valves and fluid power control systems for industrial machinery. Provides safety valves for lockout/energy isolation, safe exhaust, and hazardous area applications, with conformity auditing and machine safety consulting services worldwide.

Industrial Manufacturing Healthcare & Senior Care Control & Software Systems

Simulated Surgical Systems

Buffalo NY startup developing the RoSS VR simulator for robotic surgery training, founded 2009 as a UB/Roswell spin-out.

SpeedBot Robotics Co., Ltd. 湖南视比特机器人有限公司

Changsha-based industrial AI and 3D vision robotics company, specializing in vision-guided inspection, defect detection, and smart factory automation.

UniX AI 优理奇机器人

UniX AI is an Embodied Intelligence company specializing in the R&D and mass production of Humanoid Robots for diverse applications. Their product lineup includes the Wanda series of wheeled, dual-arm humanoid robots and the Martian series of bipedal, general-purpose humanoids. UniX AI focuses on making full-size humanoid robots affordable, with applications spanning elderly care, retail, and industrial services.

Borg Robotics

Detroit-based startup building modular AI-powered humanoid and industrial robots designed for warehouse and factory automation.

Humanoid

BEAS Technology GmbH

Chemnitz-based German SME automation integrator founded 2015, specializing in robot-based process automation and special-purpose machines for industrial SMEs.

Industrial Manufacturing Software & Algorithm Provider System Integrator

Covariant

US AI robotics software company; builds RFM-1 robotics foundation model and Covariant Brain for warehouse picking and logistics automation.

ARX 方舟无限

Beijing-based robotics company (est. 2023) making force-controlled robot arms—X5, L5, R5 series—for embodied AI research and imitation learning.

AMESA

Walnut Creek CA AI startup (formerly Composabl, 2023); intelligence engineering platform for designing and deploying multi-agent autonomous systems.

Vannevar Labs

Agentic AI platform for defense and intelligence, delivering decision advantage for national security missions.

Software & Algorithm Provider Special / Extreme Environments

Numurus LLC

Seattle software company building NEPI, a source-available ROS 2 edge AI platform with plug-and-play drivers and AI orchestration for robots and smart systems.

Software & Algorithm Provider Education & Research System Integrator

Engineered Arts Ltd

UK-based humanoid robot manufacturer founded in 2004, known for RoboThespian and Ameca, deployed in science centres and research institutions worldwide.

Humanoid Robot Manufacturer Human-Machine Interaction

inJoin the RobotToday community on LinkedIn

Daily robotics news, in-depth analysis, conference highlights, and discussions with professionals worldwide.