In a single day, SEER Robotics was highlighted twice on CCTV News, marking not only high recognition of its technical strength but also showcasing its key contributions to cutting-edge fields like 6G communication.   In the November 29 edition of CCTV’s News Broadcast, as part of the “Vibrant China Research Series,” SEER Robotics appeared as one of the representative enterprises under review.   <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/693a6e2696a1a700307212d9.jpg" width="850px" style="width:850px"/></div> The report, themed “China’s Smart Manufacturing Accelerates Global Expansion, with Hardcore Achievements Leading the World,” focused on the innovative practices of Shanghai’s tech companies. As a representative enterprise, various robots powered by SEER Robotics control systems were featured on screen, vividly demonstrating SEER Robotics platform-building capabilities and the mature application of its diverse robotic solutions.   From technology R&amp;D to market application, SEER Robotics’s core strength lies in building an open platform for intelligent robots centered on the “robot brain”: the control system. The company not only provides globally leading control systems to clients but also connects upstream and downstream players in the robotics industry chain through its open platform, promoting deep integration and empowerment of robotics in smart manufacturing and many other fields.   In another CCTV report on 6G communication technology, SEER Robotics further demonstrated its deep empowerment in frontier industries, playing a foundational role as an “invisible enabler.”   The coverage featured the world’s first “delay-bounded deterministic wireless access demonstration system for 6G,” in which a ball-balancing process was entirely controlled in real time via a 6G wireless network.   In this groundbreaking demonstration system, the SEER Robotics control system served as one of the key components of the equipment, successfully passing practical tests in extreme scenarios and proving its technical reliability for high-end precision applications.   The demonstration system placed extreme demands on the reliability of underlying hardware and software, control precision, and motion stability, where even minor delays or jitters could lead to failure. SEER Robotics control system, with its millisecond-level real-time responsiveness, precise motion control algorithms, and consistently stable performance, played a crucial role in ensuring the success of the demonstration.   Two appearances, one core philosophy. From serving as the foundational backbone of the robotics industry to supporting disruptive demonstrations in 6G communication, SEER Robotics remains committed to technology R&amp;D at its core. With robust product capabilities, it provides key control technology support across various fields, empowering innovation and upgrading in multiple industries!

CCTV Spotlight! SEER Robotics Featured Twice on CCTV News in One Day

Recently, the Tsinghua University&#x27;s undergraduate, master&#x27;s, and doctoral research group visited SEER Robotics&#x27; Shanghai headquarters twice within two weeks for in-depth academic exchanges. SEER Robotics was not only the only enterprise in the field of artificial intelligence and robotics visited by the Tsinghua research group in Shanghai, but also their first stop. During the visit, the students engaged in multiple substantive and inspiring discussions with SEER Robotics&#x27; founding team on industry trends, technological breakthroughs, and personal development.   <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/693a68fe9e01d40037beac24.gif" width="850px" style="width:850px"/></div> At the beginning of the event, Zhao Yue, Co-founder and CEO of SEER Robotics, provided a comprehensive introduction in the first-floor exhibition hall to the achievements of SEER Robotics&#x27; platform-based development and its one-stop solutions across 20+ industries, including automotive, 3C, new energy, and engineering machinery. Through dynamic demonstrations of various robots and interactive 3D software experiences, the practical application of robotics technology in real-world scenarios was vividly showcased, giving the students an intuitive understanding of frontline industry practices.   <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/693a69129e533b00394d23e6.gif" width="850px" style="width:850px"/></div> In the subsequent in-depth exchange session, SEER Robotics&#x27; co-founding team and the students engaged in multiple rounds of intellectual collisions on topics such as the evolution of the global robotics industry, the industrial value chain, and its widespread applications in smart manufacturing across various sectors.   Addressing the core question of why SEER Robotics is building a robotics platform, Zhao Yue shared that the company&#x27;s open platform strategy stems from a profound insight into the core pain points of the robotics industry and a strategic decision. &quot;We believe that the true prosperity of the industry cannot rely solely on a few all-encompassing companies providing closed solutions. Instead, it must activate the broadest possible innovative forces.&quot;   Unlike traditional models that define entire machines as products, SEER Robotics defines &quot;controllers and the supply chain&quot; as standard products, creating a stable, reliable, feature-rich, and user-friendly open platform. This provides the industry with a solid infrastructure, enabling developers to avoid starting from scratch with underlying technologies and instead focus more on scenario innovation and integrated applications in their areas of expertise. This approach truly makes the development, acquisition, and use of intelligent robots barrier-free.   Regarding the new challenges posed by large AI models for robotics, Zhao Yue further elaborated on the multi-layered safety system built by SEER Robotics. He pointed out that the fundamental difference between robots and pure AI agents lies in the unpredictability of the physical world, making safety and reliability the highest priorities. SEER Robotics ensures data credibility through heterogeneous dual-computation verification and employs traditional control systems as a backend verification mechanism for AI decisions, guaranteeing the safe operation of robots in dynamic environments.   When sharing their entrepreneurial journey, the three co-founders recalled their path, from university competitions to winning three world championships, and from responding to market demands to gradually clarifying the company&#x27;s positioning. Finally, they advised the students that in today&#x27;s era of rapid technological iteration, besides solidifying their professional foundations, they should focus on cultivating the ability to &quot;ask the right questions and integrate AI into their knowledge systems.&quot; This, they emphasized, will be key to navigating the future. They also encouraged everyone to pay attention to innovative enterprises with core technological barriers and to integrate personal growth into the trajectory of industrial development.   <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/693a693f9e01d40037beac25.gif" width="850px" style="width:850px"/></div> Through a series of exchanges, both sides reached a preliminary consensus on launching a &quot;targeted internship program,&quot; aimed at enabling students to immerse themselves in the frontline of the industry and bridge theory with practice. This also marks another substantive step in the collaboration between SEER Robotics and top universities in industry-academia-research integration.   The two visits by the students were not only a convergence of academic frontiers and industrial practices but also an important window for SEER Robotics to showcase its technological strength and open ecosystem. In the future, SEER Robotics will continue to promote technological innovation, deepen the integration of industry and academia, and explore new paths and possibilities for robotics technology development alongside global young talents.

Tsinghua Research Group Visits SEER Robotics Twice, Praising the "Strongest Robot Brain"

Recently, the Ministry of Industry and Information Technology (MIIT) released the second batch of enterprises meeting the Industrial Robot Industry Standard Conditions (2024 Edition). SEER Robotics, with its leading technological strength, powerful platform capabilities, and rigorous quality management system, has been successfully selected for the list. It is also the only platform-based robotics company in this batch that deeply integrates core components, robot bodies, and production line integration capabilities. This recognition not only affirms SEER Robotics’ innovation and contributions in the field of industrial robotics, but also acknowledges the company’s commitment to empowering the industry through an open platform—shifting from single-point technological breakthroughs to ecosystem-wide enablement. <ul><li> Core Foundation: The SEER Robotics controller serves not only as a key hardware component, but—empowered by software—acts as the most powerful robotic “brain.” It provides stable and efficient foundational support for SEER’s full range of products and solutions.</li></ul> <ul><li> Technology Validation: Based on its core controller, SEER Robotics collaborates with partner robot manufacturers to launch standard intelligent robots. Through real-world applications, the controller’s performance has been deeply optimized and its versatility and reliability fully validated—laying a solid foundation for continuous improvement and application, truly enabling developers to build their own robot fleet within days.</li></ul> <ul><li> Platform Empowerment: Leveraging its Nebula Platform and control systems, SEER Robotics has built integrated robot solutions across multiple industries and application scenarios. These have been rigorously tested in complex, real-world environments, fully demonstrating the practical value of its open platform and transforming technological advantages into tangible customer value. </li></ul> Looking ahead, as the world’s first large-scale open platform for intelligent robots, SEER Robotics will accelerate the development of the robotics ecosystem through its dual flywheels of “Technology” and “Platform.” On one hand, the company will focus on advancing its robotic control systems—the “brain” of robots—to further lower development barriers, enabling more enterprises to create customized robots, and fostering an open and diverse robotics ecosystem that offers more choices for integrators and end customers. On the other hand, through diversified, scenario-based embodied hardware, SEER Robotics will gather real-world data and application experience. By integrating AGI technologies, it will enhance controller performance, develop highly reliable and generalized software, and accelerate the evolution of the SEER Robotics AGI Brain—empowering digital and intelligent transformation across industries, and truly realizing its mission: Build your own robot fleet within day <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/6911b1b20accb6004f61a8ca.png" width="850px" style="width:850px"/></div>

Recognized by the Ministry of Industry and Information Technology!  SEER Robotics Selected for the List of Compliant Enterprises in the Industrial Robot Industry

On the morning of October 18, the 2025 Sustainability Global Leaders Conference was held at the Expo Park in Huangpu District, Shanghai. Co-hosted by the World Green Design Organization and Sina Group, SEER Robotics, as an innovative enterprise in the robotics field, was invited to attend. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68ff175096a1a700307212bf.jpg" width="850px" style="width:850px"/></div> During the &quot;Exploring the Trends of Scenario-based Robotics Applications&quot; roundtable forum, SEER Robotics Founder and CEO Zhao Yue engaged in an in-depth dialogue with multiple industry guests. Centering on the path and practice of robotics technology moving from proof-of-concept to large-scale implementation, he shared the company&#x27;s cutting-edge insights and strategic layout in promoting the intelligent transformation of industries. Zhao Yue stated during the dialogue that the future of the robotics industry lies in &quot;openness and diversity.&quot; The ultimate form of robots should not be limited to &quot;humanoid&quot; but should be the &quot;optimal solution&quot; defined by specific scenarios. The key to achieving widespread accessibility of robots lies in continuously lowering the development barrier through technological innovation and building an ecosystem where global participants can co-innovate. The following content is compiled from the live dialogue transcript: Question 1. From &quot;dancing and showing off skills&quot; to &quot;real work,&quot; what are the bottlenecks hindering the large-scale implementation of humanoid robots? Zhao Yue: SEER Robotics is an intelligent robotics company that provides underlying control systems for global automation companies and machinery companies. So far, we have helped over 1500 clients worldwide create various types of robots. The robot mentioned in the host&#x27;s question refers more narrowly to bipedal humanoid robots. In our view, there are two core bottlenecks for their large-scale implementation. The first bottleneck comes from the sensor level. The current development of humanoid robots is severely constrained by sensor technology, especially in the realm of touch. Unlike autonomous driving, which primarily relies on visual data that can be processed systematically, human operation relies on millions of fine-grained tactile feedback points distributed across the skin. To achieve truly intelligent humanoid robots capable of handling complex physical interactions, the key lies in obtaining pixel-level tactile sensors through breakthroughs in materials science or biology, thereby providing a valuable data foundation for model training. The second bottleneck lies in robot collaboration. &quot;No single company can develop all robots, and no factory will use only one type of robot.&quot; Future robot application scenarios will be highly diverse, inevitably giving rise to robots with different forms and functions. No single company can produce all robots to meet all needs. Therefore, the second key challenge is to establish open, universal collaboration standards and an ecosystem, enabling different categories and functions of robots to collaborate efficiently within the same scenario. This is essential to maximize the value of the entire robot system and requires the collaboration and effort of the entire industry. Question 2. What will the form of future humanoid robots be like? Must they resemble humans? Are there other &quot;optimal solution&quot; forms for certain scenarios? Zhao Yue: The form of future robots should not be confined to the humanoid form. Pursuing a &quot;global optimal solution&quot; applicable to all scenarios is neither realistic nor necessary. Specific scenarios will inevitably have &quot;optimal solutions&quot; with specific forms. For example, future autonomous vehicles will involve the cars themselves becoming intelligent, rather than humanoid robots driving traditional cars. The ultimate direction of technology is to make the environment and tools themselves intelligent, rather than mechanically imitating the human form to operate old tools. The value of humanoid robots lies in their flexibility, making them suitable for scenarios requiring a high degree of imitation of human actions, such as climbing stairs in factories or performing complex equipment maintenance. However, in most production links, such as handling and sorting, specialized industry robots like robotic arms and mobile robots can perform these tasks more efficiently. In the concept of the &quot;unmanned factory&quot; proposed by Musk, a high-level role is envisioned for humanoid robots: in a truly unmanned factory, humanoid robots would act as &quot;commanders,&quot; responsible for maintaining and managing other specialized robots, thereby achieving truly unmanned operations. SEER Robotics&#x27; mission is to &quot;Accelerate an open and diverse intelligent civilization, Build your own robot fleet within days!&quot;. We firmly believe that the forms of future robots will be diverse and flourishing. We will continuously lower the barrier to intelligent robots, empowering all industries to define and develop the robots they need, in various forms. Question 3. With the development of AI, robots are beginning to undertake more complex tasks. In the next 3-5 years, what fundamental changes will occur in the collaboration model between frontline employees and their robot colleagues? What new requirements does this pose for corporate organizational structures and talent skills? How can human-robot collaboration maximize the release of social value? Zhao Yue: In the next 3-5 years, the fundamental changes in human-robot collaboration will be reflected in both actual production and organizational coordination. Within organizational coordination, we are applying a large number of AI Agents to reshape the way organizations collaborate. Traditional management models view processes as &quot;optimal practice templates,&quot; aiming to fix employees as &quot;cogs&quot; in the execution chain to reduce human uncertainty. But I strongly oppose this logic: a company becoming stronger should not come at the cost of &quot;employees becoming cogs.&quot; Instead, it should be that &quot;the company gets better because its employees get stronger.&quot; Employees must never be cogs. The future logic of organizational coordination is shifting towards being &quot;customer-centric.&quot; Processes should be chains that &quot;create value for the customer end-to-end,&quot; starting from customer needs and ending with customer satisfaction and success. That is, &quot;from the customer, to the customer.&quot; To create value for customers, we cannot rely on fixed process templates. Customer needs are diverse, and processes should also be diverse accordingly. For example, our customer management system allows regional teams to customize differentiated processes based on the characteristics of local customers (e.g., state-owned enterprises in North China, foreign enterprises in East China, private enterprises in South China). This is supported by a unified data platform, with AI agents autonomously designing processes to deliver appropriate value to different customers. When we were defining our strategy and values, we had a key consideration: our mission mentions &quot;openness and diversity,&quot; so the company itself must first achieve diversity. To this end, we abolished the traditional values system to truly practice the concept of openness and diversity, avoiding limiting employees&#x27; creativity with a unified set of values. Question 4. How can we avoid the &quot;digital divide&quot;? While promoting intelligence, how can we ensure that workers of different ages and skill levels can integrate into the new ecosystem instead of being marginalized? Zhao Yue: Our core internal action is focusing on empowering employees, helping them use tools to optimize internal processes. Externally, our core is helping various enterprises independently develop robots. We always believe that robots should not be the patent of any particular industry giant, but should be an open, diverse undertaking of ecosystem co-construction. Over the past decade, we have helped many automation companies achieve intelligent transformation. We have observed that many companies, after purchasing robots, find that most robot companies are unwilling to cooperate when they want to adjust the robot&#x27;s functions due to scenario needs. For instance, a client once needed a special robotic arm with a &quot;five-meter reach but a payload of only one kilogram.&quot; While this was a niche demand, it held real value. However, mainstream suppliers could not meet this demand due to its small volume. This creates a &quot;digital divide&quot;. Valuable demands cannot be realized due to technical barriers. The ideal way to bridge this divide is to enable the demand side to develop independently. But this is undoubtedly challenging, as they may not possess the professional expertise in robot kinematics or supply chain management. To address this, SEER Robotics has focused on two core tasks over the past decade: First, comprehensive compatibility with core components. We have adapted to almost all mainstream core robot components on the market. Taking LiDAR as an example, we have integrated single-line and multi-line, domestic and imported, solid-state and non-solid-state, repetitive scanning and non-repetitive scanning types. Clients can freely choose based on their specific requirements for cost, performance, safety level, etc., without needing to invest resources in underlying hardware adaptation. Second, lowering the barrier to robot development. We are committed to making robot development simple by encapsulating complex algorithms and models. Our vision is that in the future, even an ordinary person who only knows how to use a smartphone can create the robot they need using our open platform, without needing to understand the underlying technical principles. In the future of human-robot coexistence, it&#x27;s not about us solving problems for everyone, but rather, through technological inclusivity, enabling everyone to possess the tools to &quot;break the mold&quot; and independently create robots that solve their own pain points. Question 5. China&#x27;s robotics industry chain has obvious advantages. Is global expansion an inevitable choice? Under the general trend of going global, such as the &quot;Belt and Road&quot; initiative, what strategies and challenges do your companies have? Zhao Yue: Global expansion is an inevitable choice, and SEER Robotics&#x27; overseas business has also achieved rapid growth in recent years. Facing the complex international environment, the core of our overseas strategy can be summarized in two points. First, we do not view overseas as a single market, but break it down into multiple differentiated markets. Based on the industrial characteristics, customer needs, and development stages of different regions, we carry out refined layouts and formulate targeted market strategies. Second, we are actively exploring a new cooperation paradigm, similar to a reverse operation of the early joint venture car model. That is, we export core technology and solutions, and establish joint ventures or co-brands with local enterprises. We fully understand and respect various countries&#x27; desires to establish their own independent industry chains. Our goal is to empower overseas partners, leveraging their local supply chains and market resources, to produce robot products that better meet regional needs. For example, China&#x27;s forklift industry already holds an important position globally. When overseas forklift enterprises wish to transform and upgrade to produce intelligent forklifts, we provide the key technology to support their local manufacturing of intelligent forklifts. We always firmly believe that robots are not the privilege of any single company or country, but are tools to serve all humanity. Therefore, SEER Robotics&#x27; globalization is not simply about exporting technology or products. With &quot;localized collaboration&quot; as the core concept, we aim to deeply integrate with overseas markets, help local areas build robotics industry chains through cooperation, and ultimately achieve win-win development.

SEER Robotics Founder Zhao Yue Invited to the 2025 Sustainability Global Leaders Conference

On October 17th, SEER Robotics and Shanghai Pudong Vocational and Technical College officially signed a school-enterprise cooperation agreement, achieving a milestone collaboration with regional demonstration significance. Leaders including Zhou Hongxing, Deputy Director of the Teaching Department of the Shanghai Municipal Education Commission, Ma Shuying, Director of the High School Department of the Pudong New Area Education Bureau, Yin Yafei, Director of the Pudong New Area Employment Promotion Center, and Pan Feng, Deputy Director, attended the event. Under the witness of these leaders, Dong Yonghua, Party Secretary of Shanghai Pudong Vocational and Technical College, and Ding Xia, Vice President of SEER Robotics, signed the cooperation agreement on behalf of their respective parties. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68fb18dab167e20056947463.jpg" width="850px" style="width:850px"/></div> Focusing on the cultivation of new-quality productive forces and skills, the two parties will carry out systematic cooperation around the deep integration of industry and education, jointly committed to solving the &quot;structural gap&quot; in the supply of talents in the field of intelligent robots. According to the cooperation agreement, the two parties will jointly set up the &quot;Pudong Vocational College SEER Order Class,&quot; which is the first order class in Shanghai facing the intelligent robot industry, marking a new stage of school-enterprise cooperation. The two parties will jointly formulate training programs and curriculum systems that meet the industry standards and job requirements of intelligent robots, adopting a training model of &quot;work-study alternation and integration of theory and practice,&quot; and systematically building an integrated talent training ecosystem of &quot;industry, academia, and research.&quot; Ding Xia said at the signing, &quot;The students of the first order class will be the seeds sown, growing strong on our robot open platform, becoming the backbone of the company&#x27;s development, and playing the &#x27;artisan&#x27; spirit for the development of the robot industry in Pudong and even the whole country.&quot; This signing marks the first substantial implementation result of the &quot;Zhangjiang Science City Intelligent Manufacturing Industry-Education Consortium.&quot; The consortium was officially launched in September this year, with SEER Robotics as one of the core initiators, participating in the start-up and construction of the consortium throughout the process. Shan Shaojun, Deputy Secretary of the Pudong New Area Committee, and Zhao Zhen, Deputy Director of the Shanghai Municipal Education Commission, attended the conference and delivered speeches. Subsequently, at the launch ceremony, Zhang Difang, Deputy District Head of Pudong New Area and Chairman of the Third Council of Pudong Vocational Group, and Gao Guozhong, Secretary of the Pudong Education Work Committee and Director of the Education Bureau, attended together. SEER Robotics and Zhiyuan Innovation, as representative enterprises, were invited to the stage to unveil the consortium with the district government leaders. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68fb18f29e533b00394d23c7.jpg" width="850px" style="width:850px"/></div> The consortium is an industry-education integration and innovation platform jointly initiated by Shanghai Pudong Vocational and Technical College and leading enterprises such as SEER Robotics, relying on Zhangjiang Science City, and jointly established with regional vocational colleges and research institutions. It will focus on cutting-edge fields such as intelligent robots and industrial AI, develop integrated courses of &quot;technology + practice + certification,&quot; and implement the mechanism of &quot;order-based training and dual-teacher mutual hiring&quot; to cultivate and deliver high-skilled talents for enterprises in a targeted manner. As the world&#x27;s largest intelligent robot company with a core control system, SEER Robotics has always focused on technological innovation and talent cultivation in the field of intelligent robots. This participation in the launch of the consortium and the implementation of the school-enterprise cooperation order class is an important measure for the company to deepen the integration of industry and education and fulfill its corporate social responsibility. For many years, we have adhered to core technology research and development, building a technical barrier with a core control system. Through the in-depth experience of serving more than 1,500 global customers with the intelligent robot open platform, we have deeply understood the structural talent gap in the high-end manufacturing field: the scarcity of &quot;artisan&quot;-type talents and the long time it takes for &quot;novices&quot; to become &quot;skilled hands.&quot; We will not only provide the most cutting-edge robot core technologies and application cases from the industry but also hope to integrate real industry needs into the curriculum system and training programs to accurately cultivate high-skilled talents who can solve practical problems, and train &quot;technical spokespersons&quot; and &quot;problem terminators&quot; at customer sites. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68fb195c7000160045cacded.png" width="850px" style="width:850px"/></div> We believe that this strong alliance with Shanghai Pudong Vocational and Technical College will not only create a &quot;model room&quot; for precise talent cultivation but also form an &quot;energy source&quot; to empower regional industrial development, continuously contributing SEER&#x27;s strength to forging new-quality productive forces and promoting high-quality regional economic development.

First of Its Kind! SEER Robotics Teams Up with Pudong Vocational and Technical College to Launch Shanghai's First Intelligent Robot Order Class

In late September, SEER Robotics unveiled its wheeled humanoid robots at two major industry events — the Cloud Summit in Hangzhou and the World Design Capital Conference in Shanghai. Crossing boundaries of geography and industry, SEER Robotics demonstrated to the world China’s leading-edge advancements in embodied intelligence. From Cloud Town to the Design Capital: Wheeled Humanoids Captivate AudiencesOn September 25, the 2025 World Design Capital Conference opened in Shanghai. The event was co-hosted by the Shanghai Municipal People’s Government and UNESCO, and organized by China Media Group Shanghai Station among others. At the conference, SEER Robotics’ self-developed embodied wheeled robot was selected for the “Shanghai Design 100+” Global List, standing out among numerous international entries. Recognized for its innovation and core breakthroughs in embodied intelligence, the robot was also invited by the organizing committee to participate in the Design 100+ special exhibition. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68ecad7edbed0b0043a1a325.jpg" width="850px" style="width:850px"/></div> During the exhibition, several distinguished guests — including the Deputy Director-General of the United Nations Industrial Development Organization, the former Malaysian Ambassador to China, and representatives from the Kuala Lumpur City Hall — visited the robotics exhibition area. They spoke highly of the innovative design and application potential of Chinese robotics. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68ecad5f180db500303dcaa2.jpg" width="850px" style="width:850px"/></div> Prior to the World Design Capital Conference, SEER Robotics had already made an appearance at the 2025 Cloud Summit in Hangzhou. The company showcased several embodied intelligence products, with the wheeled humanoid robot drawing national attention in a CCTV News feature report. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68ecad6a284994003626360c.jpg" width="850px" style="width:850px"/></div> Universal Chassis: Open and Versatile, Lowering Barriers to Robotics Development As part of a special exhibition themed “New Quality Leadership, Digital Intelligence Empowerment,” Shanghai University introduced an innovative mobile dual-arm robot. The core of its precise and agile motion capabilities lies in SEER Robotics’ universal robotic chassis — AMB-CSW04-KJ. Featuring versatility, safety, and high cost-effectiveness, the AMB-CSW04-KJ has become an ideal platform for universities and enterprises engaged in robotics innovation. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68ecada3561d9500547edaab.jpg" width="850px" style="width:850px"/></div> The chassis integrates advanced positioning, navigation, and motion control technologies, supporting hybrid navigation modes including SLAM, QR code, and reflector-based systems. It delivers exceptional positioning accuracy of up to ±5 mm, enabling flexible configuration for various operational scenarios. In terms of safety, the AMB-CSW04-KJ sets a high standard: dual front and rear LiDARs provide 360° protection, while an optional 3D camera ensures precise obstacle detection. Contact bumpers at both ends offer instant stop capability upon collision, ensuring reliable operation even in complex environments. Beyond its technical excellence, the AMB-CSW04-KJ benefits from SEER Robotics’ open partner ecosystem, offering outstanding cost-performance and broad compatibility. It supports diverse upper-module integrations — including lifting mechanisms, rollers, robotic arms, and gimbals — enabling customized development and significantly lowering the barriers to robotic innovation. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68ecadb2d74e7b002fce9164.gif" width="850px" style="width:850px"/></div> From national media coverage at the Cloud Summit to international recognition at the World Design Capital Conference, SEER Robotics has demonstrated the strength of its embodied intelligence solutions and open innovation platforms. Its wheeled humanoid robots have earned global acclaim, while its universal chassis continues to empower partners in creating new robotics breakthroughs. Looking ahead, SEER Robotics will continue to advance embodied intelligence, leveraging AGI technologies to enhance robotic cognition and performance. Together with its partners across industries, SEER Robotics remains committed to its vision — Build your own robot fleet within days!

SEER Robotics Showcases Embodied Intelligence at Two Major Events, Earning International Recognition

Recently, the Shanghai Municipal Commission of Economy and Informatization and other departments jointly released the &quot;2025 Shanghai Intelligent Robot Benchmark Enterprises and Application Scenarios Recommended Catalogue&quot; (hereinafter referred to as the &quot;Recommended Catalogue&quot;). SEER Robotics was successfully selected with our &quot;Laser SLAM Intelligent Stacker Robot for Narrow Channel Scenarios in Industrial Fields Based on Control Systems.&quot; From the first selection in 2023 to making the list again in 2025, SEER Robotics has once again received authoritative recognition. This not only highlights the continuous leading position of the company&#x27;s product system centered on control systems but also verifies the company&#x27;s innovative strength in promoting the large-scale application of robots in complex industrial scenarios. The &quot;Recommended Catalogue&quot; was jointly selected by nine departments, including the Municipal Commission of Economy and Informatization and the Municipal Science and Technology Commission. It takes technological advancement, scenario fit, application maturity, and social and economic benefits as core criteria, aiming to select robot benchmark enterprises that represent the level of &quot;Shanghai Manufacturing.&quot; The &quot;Recommended Catalogue&quot; is not only a barometer for the development of Shanghai&#x27;s intelligent robot industry but also an important measure to promote the implementation of &quot;robot+&quot; applications. The Laser SLAM Intelligent Stacker Robot SFL-CDD15 selected this time is an innovative product jointly developed by SEER Robotics and Linde, a global high-end forklift manufacturer, based on the SRC robot control system. It provides an efficient, flexible, and safe one-stop robot solution for robot applications in narrow channel scenarios in the industrial field. The SFL-CDD15 is equipped with SEER Robotics&#x27; forklift-specific universal controller SRC-2000-F(S), combined with high-precision laser SLAM navigation technology and an adaptive recognition system based on AI deep learning. It can achieve adaptive recognition and precise forking of various carriers (such as pallets, material cages, etc.), supports multiple operation modes such as high-level stacking, line-side docking, and flat transportation, which significantly improves the level of automation. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/68da276e561d9500547edaaa.gif" width="850px" style="width:850px"/></div> With a body width of only 1128mm, it has excellent narrow passage capability, and the minimum turning radius is as low as 1329mm. It can flexibly move through dense shelf areas and even standard elevators, significantly improving the utilization rate of storage space. It supports up to 10 hours of continuous operation and 3-minute quick battery replacement, greatly alleviating the pain point of long charging waiting times for traditional forklifts and ensuring continuous operation in high-intensity working environments. Equipped with multiple perception and protection mechanisms, it monitors the surrounding environment in real-time through a 3D depth camera and can achieve active obstacle avoidance and dynamic path adjustment in human-machine mixed scenarios, with a comprehensive upgrade in safety performance. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/68da278adbed0b0043a1a322.png" width="850px" style="width:850px"/></div> At present, the SFL-CD15 and its series of products have been implemented at customer sites in many countries around the world and have won widespread recognition. At the same time, more and more global robot manufacturers are choosing to cooperate with SEER Robotics to develop robot products suitable for more complex industrial scenarios based on the SRC robot control system, jointly building your own robot fleet within days！ In the future, the company will continue to deepen the dual flywheel drive model of &quot;technology flywheel + platform flywheel,&quot; focus on the research and development of robot control systems, expand more complex and diverse application scenarios with partners, and strive to provide global customers with highly reliable and generalizable one-stop robot solutions, helping various industries achieve large-scale implementation and continuous innovation of &quot;robot+&quot; applications.

SEER Robotics Ranked Again on the “2025 Shanghai Intelligent Robot Benchmark Enterprises and Application Scenarios Recommended Catalog”

Recently, SEER Robotics, with its SEER Robotics Software Suite, has won one of the world&#x27;s most influential industrial design awards — the Red Dot Award. This marks the first time the Red Dot Award has recognized a software system in the industrial sector, signaling a historic breakthrough for industrial intelligence software. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68b54f1f2d584b0908c775d5.png" width="850px" style="width:850px"/></div> Global Recognition of the Red Dot Award Founded in 1955, the Red Dot Award is renowned for its rigorous evaluation standards and forward-looking design philosophy, assessing innovation, functionality, aesthetic value, and social impact. It is widely regarded as a benchmark in the global industrial design community. SEER Robotics’ award demonstrates the international design community’s high recognition of its innovation and application value in industrial intelligence. SEER Robotics Software Suite: Building a Complete Smart Manufacturing Ecosystem As the first open industrial software system covering the entire “develop–acquire–use” process, the SEER Robotics Software Suite centers on an “integrated platform + open interfaces” approach, creating a comprehensive smart manufacturing ecosystem. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68b54f842d584b0908c775d6.png" width="850px" style="width:850px"/></div> Develop: One-Stop Implementation Tool – Roboshop Provides full lifecycle management capabilities for SEER Robotics’ entire device portfolio, supporting parameter configuration, mapping, system commissioning, and application development. Its graphical interface makes configuration and deployment more efficient, while open secondary development interfaces help customers quickly implement customized features. Acquire: One-Stop Selection Platform – Nebula Integrates over 1,000 intelligent devices equipped with SRC controllers, with clear categorization and intuitive comparisons. It supports full-process visual delivery and real-time progress tracking, enabling customers to achieve a true “what you see is what you get” experience during device selection. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68b54f94d5493a08fda35198.png" width="850px" style="width:850px"/></div> Use: M4 Intelligent Logistics Management System and Visualization Products Offers comprehensive capabilities including task planning, simulation, intelligent scheduling, business decision support, and human-machine interaction. It supports low-code configuration and multi-language secondary development. Users can get started after brief training, quickly achieving personalized deployment, greatly lowering the barrier to use, and improving overall operational efficiency. Build Your Own Robot Fleet Within Days SEER Robotics remains committed to its mission of making intelligent robots accessible to all. Winning the Red Dot Award not only acknowledges its excellence in product design and user experience but also highlights its determination and capability in driving global smart manufacturing and digital transformation. In the future, SEER Robotics will continue to innovate, reshaping industrial interaction and creating higher-value intelligent experiences for businesses and society. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68b54f67f05493093082ecee.jpg" width="850px" style="width:850px"/></div>

SEER Robotics Wins Prestigious Red Dot Design Award with SEER Robotics Software Suite

Following the enthusiastic response from last month&#x27;s Oxford and Cambridge University session, on the afternoon of August 6, the 2025 Global Youth Talent Pudong Tour (European and American Universities Session) chose to visit SEER Robotics during its corporate exploration segment. A delegation of 35 outstanding young students from prestigious universities such as Harvard University delved into SEER Robotics&#x27; exhibition hall, experiencing cutting-edge embodied AI technologies firsthand and gaining in-depth insights into the intelligent robotics industry. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68a2c2a8cdabb625383349dc.jpg" width="850px" style="width:850px"/></div> At the beginning of the event, the students toured SEER Robotics&#x27; digital headquarters exhibition hall. They not only learned about the company&#x27;s entrepreneurial journey and development milestones but also observed robot control technologies centered around the &quot;AGI Robot Brain,&quot; advanced industrial software products, and various innovative achievements in intelligent robotics. Inside the exhibition hall, intelligent robots performed dynamic demonstrations, vividly illustrating the industry trend of &quot;generalized software and scenario-specific hardware.&quot; The students were amazed by the robots&#x27; robust capabilities in complex industrial applications and engaged in lively discussions about potential robot use cases. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68a2c383b85d9a255471ce4a.gif" width="850px" style="width:850px"/></div> Subsequently, Xiong Min, SEER Robotics&#x27; recruitment lead, delivered an engaging presentation focusing on the company&#x27;s platform strategy and diverse talent ecosystem, sparking great interest among the attendees. Representatives from top universities like Harvard actively participated in Q&amp;A sessions, diving deep into discussions about SEER Robotics&#x27; core competitiveness and talent development initiatives. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/68a2c3a7805be1253fea10d2.jpg" width="850px" style="width:850px"/></div>This European and American university visit not only established a direct dialogue bridge between SEER Robotics and top global young talents but also reaffirmed Pudong New Area&#x27;s strong appeal as an international talent hub. &quot;Accelerate an open and diverse intelligent civilization, Build your own robot fleet within days!&quot; SEER Robotics warmly welcomes all outstanding students who are passionate and dream of the robot industry to join and create a new future for robots together!

2025 Global Youth Talent Pudong Tour: Top European and American University Students Visit SEER Robotics

“5 hours of live-streamed exploration, 2 days of in-depth dialogue, 30,000 steps per day, 40+ LLMs, 90+ robots… Let’s talk about what I witnessed at WAIC 2025.” — Ye Yangsheng, Co-founder of SEER Robotics <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/688b04ee797840072166b365.jpg" width="850px" style="width:850px"/></div> Wheeled Humanoid Robots: The Eve of Explosion Has Arrived At WAIC 2025, real-world applications of wheeled humanoid robots far outnumbered those of bipedal humanoids. While bipedal models continue to demonstrate walking and dancing, wheeled humanoids have already entered practical scenarios—moving boxes, picking goods, folding clothes, or even playing mahjong as a companion—integrating deeply into both industrial and everyday environments. Market signals indicate that wheeled humanoid robots are approaching a critical inflection point, similar to mobile robots in 2018. Drawing a parallel to mobile robotics:🌟 2014–2015: Emergence of startups 🌟 2018–2019: Explosive phase of technology validation 🌟 Post-2020: Mature supply chains drove large-scale adoption Wheeled humanoids are following this trajectory and have now entered the technology validation phase. Pilot applications are expected to emerge next year, with stable deployment possible within 2–3 years.SEER Robotics has committed to the wheeled humanoid direction since day one. At WAIC 2025, SEER Robotics demonstrated highly precise and smooth material handling using wheeled humanoid robots. The core enabler is their robust &quot;brain&quot;—the SRC-5000, an all-in-one controller developed by SEER Robotics specifically for embodied intelligence. It supports fully integrated control of the humanoid’s “hands, eyes, and legs” with millisecond-level coordination, ensuring high precision and fluid motion. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/688b053a797840072166b366.gif" width="850px" style="width:850px"/></div> Wheeled-Legged Quadrupeds: The Optimal Balance of Efficiency and Stability Another major highlight was the wide array of robotic dogs—handling waste, performing area inspections, interactive shows, and even rescue operations. With SEER Robotics’ controller onboard, the quadruped robot transforms into an autonomous inspection warrior—mapping the 3D environment of the expo hall in real time and navigating autonomously without remote control. The trend toward wheeled-legged configurations is clear. Several models performed impressively on stairs and inclines, maintaining stability while drastically improving efficiency. This hybrid structure enables superior obstacle negotiation and high-speed mobility, covering up to 90% of use cases efficiently—positioning it as a likely mainstream form factor. SEER Robotics remains focused on control systems, integrating autonomous navigation and motion control to provide robotic dogs with a powerful “brain,” translating performative moves into industrial-grade capabilities. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/688b054fed9b8d072f759b3a.gif" width="850px" style="width:850px"/></div> Technical Challenges Awaiting Breakthrough The Dual-Arm Dilemma: Idle Luxury? In retail demo zones—among the most common at WAIC—humanoid robots often execute tasks like opening cabinets or picking items with only one arm, while the other remains idle. This prompts reflection: Are traditional dual-arm composite robots truly necessary for these scenarios? In actual applications, practicality trumps complexity. Efficiency rules. A single arm may, in fact, be more suited to the task. Dexterous Hands: The Struggle of Coordination Dexterous robotic hands typically exceed six degrees of freedom, dramatically increasing coordination complexity. Currently, they face three major hurdles:1. Lack of mature technical models 2. Insufficient real-world data 3. Unclear application scenarios True application of dexterous hands may still rely on future breakthroughs in large model technologies. The Teleoperation Illusion: The Reality Behind 30% Success Rates Data collection for teleoperated humanoid robots is difficult and often inaccurate. For example, the absence of wrist joints means collected motion data deviates significantly from human biomechanics, leading to non-representative datasets. Moreover, most current systems lack tactile, force, and temperature feedback—resulting in failed or unnecessary actions. Teleoperation success rates remain low, with limited reliability. When Will Humanoids Actually Be Productive? High-reliability, high-generalization control systems are the core driving force for robotics evolution. The successful deployment of intelligent robots depends on more than scenarios, costs, or data—it requires fundamental breakthroughs in control architecture. This mirrors the development path of autonomous driving: starting from L1 and L2 functional maturity and gradually advancing. Skipping straight to L4 or L5 without a reliable foundation is neither feasible nor sustainable. Generalization and higher-level intelligence must be built on rock-solid dependability. By staying focused on its core advantages, SEER Robotics is accelerating the development of AGI-based robot brains, working to build your own robot fleet within days, making embodied intelligence accessible to all, and ultimately enabling humanoid robots to perform real work in the real world.<blockquote data-start="5434" data-end="5664"> “The most authentic pulse of the exhibition often lies hidden in overlooked technical nuances and industrial power plays. By recognizing the true challenges, we can face the future with even greater optimism.” — Ye Yangsheng</blockquote>

Insights from WAIC 2025: Reflections by Mr. Ye Yangsheng

On July 17, the 2025 Global Youth Talent Pudong Tour (Oxford–Cambridge Special Session) was successfully held at the Pudong International Talent Hub. The event gathered 41 doctoral students from the University of Oxford, University of Cambridge, and other world-renowned institutions. These scholars specialize in frontier fields including computer science, robotics, artificial intelligence, advanced manufacturing, and clinical medicine. Many have already distinguished themselves in their respective domains, bringing both deep academic expertise and forward-thinking perspectives on the future of technology. As the only invited tech enterprise representative in this session, SEER Robotics was represented by Vice President Ding Xia, who engaged in a vibrant dialogue with the young talents from Oxford and Cambridge around the future of robotics. During the exchange, SEER Robotics showcased its vision as a global leader in general-purpose intelligent robot platforms, along with its innovative practices in embodied intelligence. Ding Xia extended a sincere invitation for high-potential, high-growth international talent to join Pudong—and to join SEER Robotics. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/688b15b805c4fc0799be9b63.jpg" width="850px" style="width:850px"/></div> From Fixed Automation to General-Purpose Intelligence: SEER Robotics Leads the Way The global robotics industry has evolved from fixed-function automation to intelligence-augmented robotics, and now to the era of high-level intelligent robots, moving toward general-purpose intelligent robots. At the high-level intelligence stage, the industry exhibits a clear trend: software generalization and hardware specialization. The rise of a platform-based ecosystem—centered on the “robot brain”—has become the key mode of advancement. Ding Xia’s insight, “No single company can build all the robots; no single factory will use just one type of robot,” sparked strong resonance among the audience. SEER Robotics’ strategy is to continuously enhance its AGI-driven robot brain and has successfully established the world’s first large-scale open platform for intelligent robots—enabling a future where anyone can build their own robot fleet within days. This open platform strategy led to enthusiastic discussion among the audience, focusing on SEER Robotics’ core competitiveness. What Makes SEER Robotics Different? One Oxford PhD student posed a sharp question: In a competitive landscape with both specialized startups and tech giants boasting powerful hardware ecosystems, what truly sets SEER Robotics apart? Ding Xia responded: <blockquote data-start="2802" data-end="3442"> “Our most essential and hardest-to-replicate advantage lies in the deep expertise and vast real-world data we’ve accumulated over years of serving industrial logistics and manufacturing scenarios. </blockquote><blockquote> These environments are highly customized, non-standardized, and incredibly diverse—unlike other domains where rules are more predictable. SEER Robotics has worked directly with over 2,500 end customers and integrators, deeply understanding their complex needs. </blockquote><blockquote> This has given us unparalleled technical depth and scenario insight, forming high entry barriers and establishing the foundation for our open platform.”</blockquote> <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/688b163d41905b073d7e1757.jpg" width="850px" style="width:850px"/></div> From RoboCup Champions to Global Robotics Leaders SEER Robotics was founded by a team that won three RoboCup world championships, embedding a strong culture of student-led innovation, boundary-pushing creativity, and an unwavering focus on practical deployment. The company has built a young, energetic, and global team with an average age of just 28 years old, and rapidly grown into the world’s largest intelligent robotics company centered on control systems. Today, SEER Robotics provides products and services in over 65 countries and regions, supporting 1,500+ world-leading customers. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/688b166905c4fc0799be9b64.jpg" width="850px" style="width:850px"/></div> An Open Invitation to the World’s Brightest Young Talents In her closing remarks, Ding Xia extended a heartfelt invitation to the Oxford and Cambridge scholars: <blockquote data-start="4271" data-end="4813"> “Pudong offers the most cutting-edge industries, the strongest innovation momentum, and the most competitive talent policies. As one of Pudong’s flagship deep-tech enterprises, SEER Robotics has achieved exceptional milestones in the field of intelligent mobile robots. </blockquote><blockquote> We welcome all global young talents with dreams in AI and robotics to join SEER Robotics. Here, you’ll help define the future of high-level intelligent robots—and even general-purpose robotics. </blockquote><blockquote> Come to Pudong—show the world what you can do!”</blockquote> Following the event, many attendees expressed strong interest in SEER Robotics’ platform strategy and vibrant culture. Several PhD researchers specializing in AI and robotics have already scheduled visits to SEER Robotics’ headquarters for deeper engagement. SEER Robotics remains fully open to all talented young minds who are passionate about robotics. Join us and co-create the next chapter in intelligent robotics!

SEER Robotics, the Sole Invited Enterprise, Shines at Global Youth Talent Pudong Tour – Oxford & Cambridge Session

SEER Robotics has once again been globally recognized for its excellence in innovation and product design. At the prestigious A’ Design Award, often dubbed the “Oscars of the design world,” three of SEER Robotics’ flagship products stood out among tens of thousands of entries worldwide, earning top honors: 🏆 Wheeled Humanoid Robot with Embodied Intelligence – Silver Award 🏆 SRC-5000: The World’s First All-in-One Controller for Embodied Intelligence – Bronze Award 🏆 Power X: The World’s First Modular Robot Charger – Bronze Award <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/688b10f166e3ab077e153f24.gif" width="850px" style="width:850px"/></div>Engineering Brilliance Meets Global Acclaim The Silver Award-winning Wheeled Humanoid Robot represents a fusion of forward-thinking industrial design and engineering excellence. As a flagship model of SEER Robotics’ embodied intelligence product line, it showcases: 1. Innovative Architecture: Breaking from overly mechanical forms, the robot features a streamlined, minimalist aesthetic with harmonious proportions. Its original wheeled-humanoid form and adjustable chassis enable seamless switching between mobility and operation modes—surpassing the limitations of traditional legged locomotion and delivering superior flexibility. 2. Advanced Performance: Designed for high generalization, the robot supports continuous learning and optimization, becoming more intelligent and efficient with each use. 3. Cutting-edge Interaction: Transparent, visible design in key modules allows intuitive visual interaction and quick component replacement—blending futuristic aesthetics with practical usability. 4Refined Craftsmanship: Built with premium materials and components, it is engineered for wide-range temperature resilience and robust performance in hazardous and complex environments. About the A’ Design Award: The “Oscars” of Global Design The A’ Design Award is one of the largest and most influential international design competitions, with dual endorsement from the International Council of Societies of Industrial Design (ICSID) and the Bureau of European Design Associations (BEDA). ✨ Authoritative Recognition: The award is globally regarded as a benchmark for design excellence. ✨ Rigorous Evaluation: Each year, the competition receives tens of thousands of entries worldwide. Judging is conducted via a blind peer review process by over 200 international design experts. Only around 10% of submissions advance past the first review stage, highlighting the intensity of the competition. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="https://cdn1.seer-group.com/static/688b116841905b073d7e1756.jpg" width="850px" style="width:850px"/></div> A Global Endorsement of Chinese Innovation SEER Robotics’ recognition on this world-class design stage not only underscores the company’s excellence in intelligent manufacturing and design aesthetics, but also affirms its strengths in product engineering, user experience, and reliability.This achievement serves as a strong international endorsement of SEER Robotics’ commitment to advancing the boundaries of intelligent robotics—both in technical depth and design innovation—as it continues to fulfill its mission: SEER Robotics, Build your own robot fleet within days!

Design’s Highest Honor: SEER Robotics’ Wheeled Humanoid Robot Wins A’ Design Award in Italy

On July 18, the Asia-Pacific Humanoid Robotics and Embodied AI Conference and Industrial Innovation Forum was held at the Qingdao International Convention and Exhibition Center (Hongdao Pavilion), focusing on breakthroughs and industrial applications in humanoid robotics. Miya Gong, Marketing Director at SEER Robotics, was invited to deliver a keynote speech titled “From Technical Imagination to Industrial Reality: Commercial Applications of Embodied AI.” In her presentation, Gong addressed the core challenges hindering the large-scale commercialization of embodied intelligence—data, feedback, and controllability—and systematically introduced SEER Robotics’ innovative solution grounded in the concept of “New-Old Integration.” <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="https://cdn1.seer-group.com/static/688afe4a41905b073d7e1753.png" width="850px" style="width:850px"/></div> Industry Bottlenecks: Three Core Pain Points Miya Gong identified the major technical and practical obstacles currently constraining the embodied AI industry: 1. Data Dilemma Training humanoid robots requires extensive real-world data. However, the high cost of data collection and the behavioral mismatch between robots and humans often lead to data distortion, making it difficult to support effective model training. 2. Feedback Limitations Conventional sensors fall short of replicating the fine tactile perception of human skin, limiting robots’ ability to engage in complex interactions. 3. Low Controllability With more than 40 degrees of freedom, humanoid robots demand highly sophisticated coordination. Ensuring reliability requires enormous volumes of training data to achieve stable control performance. “New-Old Integration”: A Pragmatic Approach to CommercializationTo address these shared industry challenges, SEER Robotics has introduced a “New-Old Integration” strategy—a practical and scalable approach aimed at accelerating the industrialization of embodied intelligence through two complementary pathways.<h4 data-start="2109" data-end="2162"> Approach 1: New Technologies + Legacy Products</h4><h4> Revitalizing traditional equipment with intelligent capabilities</h4><h4> SEER Robotics used intelligent forklifts as a verification platform to integrate cutting-edge embodied AI technologies, including multi-layer semantic mapping, end-to-end navigation, vision-language alignment (VLA), and reinforcement learning. In May, the company launched its first embodied intelligent forklift, validating the feasibility of its solution and moving toward mature deployment.</h4> Key Advantages 1. Data Reusability The system leverages extensive historical operation data from human forklift drivers, effectively circumventing the data collection dilemma. 2. Simplified Feedback Requirements Only basic force sensing and visual localization are required, eliminating the need for expensive and complex tactile sensors. 3. Focused Control Scope Core control is limited to wheel steering and fork lifting, reducing algorithmic and system complexity by focusing on low degrees of freedom.<h4 data-start="3156" data-end="3209"> Approach 2: Legacy Technologies + New Products</h4><h4> Creating a general-purpose AGI brain for intelligent robots</h4> Building on years of expertise in robotic control systems, SEER Robotics has developed the SRC-5000, the world’s first integrated embodied AI controller. The SRC-5000 resolves the coordination bottleneck across robotic “hand-eye-foot” systems. It has already been deployed in wheeled humanoid robots that are currently undergoing field testing by enterprise clients. Dual Flywheel Strategy: Build Your Own Robot Fleet Within Days Miya Gong reaffirmed SEER Robotics’ long-term mission—“SEER Robotics, Build your own robot fleet within days!”—and introduced the company’s dual-flywheel approach, which drives sustainable growth through technological and platform synergies. 1. Platform Flywheel: Scaling an Open Ecosystem SEER Robotics provides industry-leading robot control systems compatible with over 300 plug-and-play accessories. Its Nebula System offers a one-stop robot selection platform covering more than 1,000 robot models. This significantly lowers the barriers to development and deployment while fostering an open and diverse robotics ecosystem. 2. Technology Flywheel: Evolving Core Capabilities The wide range of application scenarios generates large-scale data that feeds directly into AGI-based optimization of the SRC controller series. This iterative feedback loop accelerates the development of robust, generalized software and drives the continuous evolution of SEER Robotics’ AGI brain.

SEER Robotics Offers a “New-Old Integration” Solution to Bridge the Last Mile of Embodied AI Commercialization

On June 11, the sixth stop of the &quot;Integration of Education, Science, and Industry – Innovation and Entrepreneurship at Zhejiang University&quot; research tour arrived in Shanghai to visit the headquarters of SEER Robotics, an alumni-founded enterprise. Over a dozen media outlets from central and provincial-level outlets, along with the Zhejiang University research delegation, gathered at SEER Robotics&#x27;s digital exhibition hall to experience the cutting-edge technological allure of artificial intelligence up close. SEER Robotics founder and CEO Zhao Yue, along with co-founders Wang Qun and Ye Yangsheng, warmly welcomed the delegation. They reminisced about their academic years at Zhejiang University and their glorious days competing in the RoboCup Robot Soccer World Cup, while vividly showcasing the company&#x27;s core technological expertise and innovative achievements in AI and intelligent control. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/684fe3065112b80030940c4c.jpg" width="850px" style="width:850px"/></div> From RoboCup World Champion to Robotics Industry No.1 &quot;Zhejiang University gave us the boundless courage to explore freely,&quot; Zhao Yue reflected. &quot;The diverse, interdisciplinary learning environment at Zhejiang University ignited my passion for intelligent control, which led me to drop out of medical school in my fifth year and re-enroll in Zhejiang University’s Institute of Intelligent Control, dedicating myself fully to research in this field.&quot; As the two-time world champion captain of Zhejiang University’s RoboCup robot soccer team, Zhao Yue, alongside teammates Wang Qun and Ye Yangsheng, successfully transformed the innovative algorithms and collaborative spirit from the competition into industrial momentum that empowers countless sectors. Their differentiated approach has truly revolutionized the robotics industry. Zhao Yue shared with the delegation: &quot;Today, SEER Robotics is the world&#x27;s largest intelligent robotics company centered on control systems. For two consecutive years, 2023 and 2024, we have ranked first globally in robot controller sales.&quot; Global Robotics Open Platform: The Industrial Value of the &quot;Zhejiang University Model&quot; The spirit of &quot;Seeking Truth and Pioneering Innovation&quot; at Zhejiang University is perfectly embodied in SEER Robotics&#x27;s development journey. Unlike many peers who focus on robot hardware, SEER Robotics has uniquely anchored itself in the niche of the &quot;robot brain&quot;—the control system. By deeply understanding common industry needs and standardizing the &quot;brain,&quot; the company has successfully built a unique competitive advantage, enabling cross-industry empowerment. “Technology Empowerment, Ecosystem Sharing.” Leveraging our leading technology and market position in control systems, SEER Robotics has integrated global supply chain resources to establish the world&#x27;s first large-scale open platform for intelligent robots. This platform validates the transition from competition to commercial innovation, having already assisted over 1,500 integrators and end customers in their intelligent upgrades. It empowers more than 20 specialized industries, including new energy, semiconductors, engineering machinery, and biomedicine, truly fulfilling the company&#x27;s mission: &quot;Build your own robot fleet within days!&quot; &quot;As a startup born out of Zhejiang University, we are always grateful,&quot; Wang Qun and Ye Yangsheng shared in media interviews. SEER Robotics actively gives back to its alma mater, not only providing high-quality internship and employment opportunities for Zhejiang University students but also feeding real-world industry demands back to university laboratories. This creates a virtuous cycle of &quot;laboratory → competition → market → research,&quot; collectively driving industry progress. From the precision shooting of soccer robots to the efficient collaboration of intelligent robots, SEER Robotics&#x27;s growth trajectory is a vivid testament to Zhejiang University’s philosophy of &quot;Integration of Education, Science, and Industry.&quot; As campus wisdom deeply merges with industrial trends, the innovation landscape of robotics continues to expand boundlessly. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/684fe34d885efa0038c9b5b5.jpg" width="850px" style="width:850px"/></div>

"Innovation and Entrepreneurship at Zhejiang University" Research Tour Visits SEER Robotics: The World Champion Team's Journey from the Field to the Market

On May 29th, the 2025 Zhangjiang Embodied AI Developer Conference and International Humanoid Robot Skills Competition kicked off at the Zhangjiang Science Hall in Pudong, Shanghai. Concurrently, nine developer forums unlock cutting-edge technologies and industry trends online. Ye Yangsheng, co-founder of SEER Robotics, was invited to attend the Humanoid Robot Ontology Forum and delivered a speech titled “From Technological Imagination to Industrial Reality: The Commercial Landing of Embodied AI.” Ye analyzed the core challenges of humanoid robots transitioning from technological breakthroughs to large-scale commercial adoption, focusing on three major pain points—limited data, weak feedback, and low controllability—while systematically outlining solutions and industry prospects. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/684675198a6878003de31172.jpg" width="850px" style="width:850px"/></div> Landing Challenges: Data, Feedback, Controllability In his speech, Ye dissected the core obstacles currently hindering humanoid robots&#x27; journey from technological breakthroughs to commercial application: data dilemmas, feedback limitations, and low controllability. Humanoid robots require massive amounts of data for training, but collecting data in real-world environments is extremely costly. According to calculations by the National Humanoid Robot Innovation Center, training a humanoid robot to sort batteries requires gathering tens of thousands of grasping actions. It involves variables such as lighting, angles, and materials, with a single data collection session costing over a thousand yuan. Additionally, the inherent differences between humanoid robots and natural human behavior result in generated data that deviates from real-world scenarios, making it difficult to effectively support model training. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68467535ce9e7700308c6cfe.png" width="850px" style="width:850px"/></div> Human skin has numerous sensory units, but traditional sensors struggle to replicate the real-time responsiveness of human touch, failing to achieve the same level of real-time responsiveness. In contrast, autonomous driving has advanced rapidly due to the similarity between visual perception and human eyes, while humanoid robots still face challenges in achieving comparable sensor data precision. To achieve human-like form and functionality, humanoid robots require a large number of drives, motors, and joints, with 40+ degrees of freedom. This highly complex multi-joint system significantly increases the complexity of motion control algorithms, making multi-joint coordination vastly more challenging. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68467545d800a20031ab154b.jpg" width="850px" style="width:850px"/></div> Breakthrough Path: Technological Innovation and Ecosystem Synergy Facing these industry challenges, Ye detailed SEER Robotics&#x27; two breakthrough strategies: &quot;New Technology + Old Products&quot; and &quot;Old Technology + New Products.&quot; &quot;New Technology + Old Products&quot; involves validating the feasibility of embodied AI technologies through unmanned forklifts by integrating cutting-edge technologies such as multi-layer semantic mapping, end-to-end navigation, vision-language-action models (VLA), and reinforcement learning into traditional forklifts. Data Reuse Advantage:  Directly leverages historical operational data from human drivers, avoiding the data scarcity issue faced by humanoid robots. Simplified Feedback Mechanism:  Requires only basic force sensing and visual positioning, eliminating the need for high-cost tactile sensors. Low-degree-of-freedom Control:  Focuses core control on wheel steering and forklifting, avoiding the complexities of multi-joint coordination. &quot;Old Technology + New Products&quot; leverages SEER Robotics&#x27; mature control systems to develop a new embodied AI controller for humanoid robot development. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68467568d800a20031ab154c.png" width="850px" style="width:850px"/></div> Building on our long-term expertise in intelligent robot control systems, SEER Robotics has launched the world&#x27;s first integrated embodied AI controller, the SRC-5000. Currently, this controller has entered mass production, and the first embodied AI wheeled humanoid robot based on it can already collaborate with other intelligent robot systems. In the second half of this year, SEER Robotics plans to partner with industry allies to release more embodied AI products powered by the SRC-5000. In conclusion, Ye stated that SEER Robotics will continue to drive the development of humanoid robots and embodied AI through our dual-flywheel model of &quot;Technology Flywheel + Platform Flywheel.&quot; By supporting more companies in developing intelligent robots with our mature control systems, SEER aims to enrich the robotics ecosystem across upstream and downstream sectors, building a complete industrial loop from core components to real-world applications. Simultaneously, leveraging AGI technology to accumulate scenario data will further strengthen the &quot;AGI brain,&quot; lowering the entry barrier for the intelligent robotics industry.

SEER Robotics Co-founder Ye Yangsheng: Breaking Through the Three Major Pain Points of Humanoid Robots

On May 21, the EIR 2025 Embodied AI Robotics Industry Innovation Summit kicked off in Shanghai&#x27;s Lingang. This grand event, themed &quot;Intelligence · Creating the Future,&quot; brought together top-tier forces from across the embodied AI robotics industry chain, including leading technical experts, industry pioneers, and government officials, to explore the technological frontiers and industrial development directions of embodied AI robotics. As a key player in the field of embodied AI robotics, SEER Robotics deeply engaged in the summit with our innovative achievements, showcasing a comprehensive ecosystem from technological vision to industrial implementation through keynote speeches, roundtable discussions, and product demonstrations. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68341b8dd13f7f0039267b49.jpg" width="850px" style="width:850px"/></div> At the summit, Ye Yangsheng, Co-founder of SEER Robotics, delivered a speech titled &quot;From Technological Imagination to Industrial Reality: The Commercial Landing Points of Embodied AI.&quot; He provided an in-depth analysis of the technical challenges and application dilemmas currently faced by embodied Intelligent robotics, while sharing SEER Robotics&#x27; &quot;integration of old and new&quot; approach to advancing embodied AI. This approach offers the industry an efficient and replicable model for implementation. The roundtable forum, &quot;Open Discussion on Embodied AI Robotics Technology,&quot; focused on critical topics such as technical bottlenecks, breakthrough directions, and open collaboration in the field. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68341bcd5ef5460031e90632.jpg" width="850px" style="width:850px"/></div> Ye Yangsheng shared during the forum: &quot;Openness is a necessary prerequisite for the evolution of embodied AI robotics. SEER Robotics is committed to &#x27;accelerating an open and diverse intelligent civilization, Build your own robot fleet within days.&#x27; We have built the world&#x27;s only large-scale open platform for intelligent robotics, offering not only open technical interfaces but also shared industrial chain resources. Our goal is to drive innovation in industrial collaboration through openness and sharing, embracing a diverse future.&quot; At the summit, SEER Robotics&#x27; exhibition area became a focal point, with three core products making a stunning debut and redefining the new forms of embodied AI evolution, attracting government leaders and numerous attendees for exchanges. 1、Embodied Intelligent Controller SRC-5000: The world&#x27;s first all-in-one embodied intelligent controller, pioneering full-body control and breaking through the technical barriers of hand-eye-foot coordination. It establishes a complete &quot;brain + cerebellum&quot; perception and decision-making system. 2、Embodied Intelligent Wheeled Humanoid Robot MARS-01:Featuring 20+ degrees of freedom, an omnidirectional mobile base, a robotic arm with 7 degrees of freedom, an innovative lifting platform, a head gimbal with 2 degrees of freedom, and an optional adaptive multi-finger gripper, it can flexibly transform its form as needed. Equipped with the SRC-5000 embodied intelligent controller, it supports full-body control via a single motion-control network. 3、Quadruped Robotic Dog Puppy: It has a compact folded size of 570x315x245mm, a total weight of 14kg, up to 3 hours of battery life, and a payload capacity of 4~10kg. Powered by SEER Robotics&#x27; SRC-1100 controller, it supports 3D autonomous navigation and remote operation, offering high precision, high safety, and AI embodied AI capabilities. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68341c7c5ef5460031e90633.jpg" width="850px" style="width:850px"/></div>

SEER Robotics Shines at EIR 2025 Embodied AI Summit with New Products in the Spotlight

On May 22, the concurrent forum of the Guangzhou Logistics Exhibition, titled &quot;Connecting Everything Intelligently, Transforming the Future — Reshaping Logistics through Embodied Intelligence and AI-Driven Digitalization&quot;, was held at the Canton Fair Complex. As an innovation leader in the fields of embodied intelligence and intelligent digitalization, Miya Gong, Marketing Director of SEER Robotics, was invited to deliver a keynote speech titled &quot;SEER Robotics, Build your own robot fleet within days!&quot; In her presentation, she showcased how SEER Robotics is driving the intelligent robotics industry into the “zero-barrier era” through open technology and ecosystem collaboration. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/6834157cc2ee22003269d393.jpg" width="850px" style="width:850px"/></div> Breaking Industry Barriers: Build Your Own Robot Fleet Within Days “No two factories share identical logistics automation requirements,” Miya Gong, Marketing Director of SEER Robotics, opened her keynote by pointing directly to a fundamental contradiction in the industry. Fragmented manufacturing scenarios and highly differentiated demands have become the norm: logistics workflows vary widely across industries, and even factories within the same sector face unique challenges. SEER Robotics addresses these pain points with its “One Brain, One Chain” strategy:The Brain: The AGI Brain — SEER Robotics’ proprietary robot control system — features a comprehensive controller suite and a powerful, user-friendly software portfolio.The Chain:An open and collaborative industry ecosystem built around the control system as its value hub, integrating over 1,000 robot models and more than 300 compatible accessories. Based on “One Brain, One Chain,” SEER Robotics has built a full-lifecycle intelligent robot solution to enable businesses to build their own robot fleet within days: 1. Lowering Barriers to Robot DevelopmentSEER Robotics provides an industry-leading control system with plug-and-play compatibility for 300+ accessories, empowering businesses to easily develop intelligent robots tailored to their needs. 2. Lowering Barriers to Robot AcquisitionThrough the all-in-one robot selection platform — Nebula Platform — SEER Robotics aggregates over 1,000 robot models, allowing users to configure and customize their robots online in a seamless, one-stop process. 3. Lowering Barriers to Robot DeploymentWith an integrated software toolkit, SEER Robotics enables seamless integration between robot systems and clients’ upper-level systems. Low-code modules further simplify the customization process — engineers can configure functions through intuitive drag-and-drop interfaces. Accelerating Embodied Intelligence: An Open Path Toward Intelligent Automation “By leveraging the dual flywheels of technology and platform development, SEER Robotics is accelerating the practical implementation of embodied intelligence,” Miya Gong elaborated. The company is advancing embodied intelligence through two key approaches: 1. New Technologies + Legacy ProductsBy integrating multi-layer semantic mapping, end-to-end navigation, and VLA/reinforcement learning into traditional forklifts, SEER Robotics transforms them into truly intelligent, thinking machines. 2. Legacy Technologies + New ProductsSEER Robotics has developed an all-in-one embodied intelligence controller, enabling enterprises to quickly and efficiently build their own intelligent robot systems. With its open architecture and pioneering innovations, SEER Robotics is propelling the intelligent robotics industry into a more accessible, diversified, and intelligent era. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/683416685ef5460031e9062f.jpg" width="850px" style="width:850px"/></div>

Embodied Intelligence and AI-Driven Technologies Accelerate the Advent of the “Zero-Barrier Era” for Intelligent Robots

On May 13th, DEKRA and SEER Robotics held the kickoff meeting for the IEC 62443 ML2 Industrial Cybersecurity Process Certification project in Pudong New Area, Shanghai. Attendees included SEER Robotics Co-founder Ye Yangsheng and his team, along with DEKRA China Cybersecurity General Manager Luo Li and Cybersecurity Account Manager Zhang Yu. The IEC 62443 series, recognized as the international authority in industrial automation cybersecurity, has long been a benchmark for major industrial automation manufacturers, security providers, and end-users. This kickoff marks another milestone in SEER Robotics&#x27;s commitment to delivering value in industrial automation. Two key factors contributed to the success of this kickoff meeting:1. SEER Robotics&#x27;s dedicated investment in manpower and resources, including the appointment of a full-time cybersecurity manager to coordinate technical and cross-functional efforts for the certification process.2. DEKRA, as a globally leading inspection, testing, and certification organization, brings a reliable audit team and a strong reputation built on decades of expertise in cybersecurity. Ye Yangsheng, Co-founder of SEER Robotics, stated: &quot;To further solidify our position as a trusted partner in industrial automation, SEER Robotics has allocated significant resources to ensure the successful implementation of this project. IEC 62443 ML2 represents a critical milestone in cybersecurity practices, demonstrating higher maturity and complexity in product design. It validates our ability to integrate cybersecurity measures into operations and products, providing robust safeguards for the secure and reliable operation of industrial automation systems.&quot; Luo Li, DEKRA China Cybersecurity General Manager, added: &quot;SEER Robotics, a global leader in intelligent robotics, specializes in core R&amp;D for robotic control systems. As industrial cybersecurity becomes a focal point in digital transformation, we appreciate SEER Robotics&#x27;s trust in DEKRA. This project not only reflects the company’s capabilities but also underscores DEKRA’s unwavering commitment to product safety. We wish SEER Robotics a smooth certification journey and the creation of new value.&quot; <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/683406015ef5460031e9062c.png" width="850px" style="width:850px"/></div> About DEKRA DEKRA, a global leader in safety for nearly a century. Founded in 1925, DEKRA initially focused on road safety through vehicle inspections. Today, it has grown into the world’s largest independent non-listed testing, inspection, and certification expert, serving a wide range of industries. As a trusted global partner, DEKRA helps clients enhance safety and sustainability through comprehensive services and innovative solutions, aligned with its centennial theme: &quot;Securing the Future.&quot; In 2024, DEKRA achieved €4.3 billion in revenue, operating across 60+ countries and regions in the five continents with over 48,000 employees dedicated to independent, expert services. Consistently awarded EcoVadis Platinum status, DEKRA ranks among the top 1% of sustainable companies worldwide. About SEER Robotics Shanghai SEER Robotics Co., Ltd. (SEER Robotics), founded in 2020, is a global leader in intelligent robotics centered on control systems. Its founding team, Zhejiang University graduates, includes three-time RoboCup world champions. Headquartered in Shanghai, SEER has subsidiaries in Hong Kong, Germany, Wuxi, Shenzhen, and Chengdu, backed by investments from GLP, China Growth Capital, ECOVACS, IDG, SaifPartners, and others. Driven by our mission—&quot;Accelerate an open and diverse intelligent civilization, Build your own robot fleet within days!&quot;—SEER Robotics leverages our cutting-edge &quot;robot brain&quot; (control system) technology and market leadership to stand as the world’s only scalable open platform for intelligent robotics. We offer one-stop solutions for robot development, acquisition, and deployment, including controllers, software, robots, and an open knowledge base. As the global sales leader in intelligent robot controllers for 2023 and 2024, SEER serves 1,600+ clients worldwide, including Philips, Schneider, BYD, Siemens, Caterpillar, and FAW-Volkswagen, spanning 20+ industries like automotive, new energy, 3C, semiconductor, construction machinery, and medical across 65+ countries and regions. Awards &amp; Recognitions:2025: Named &quot;Most Powerful Brain for Humanoid Robots,&quot; listed among Shanghai’s Science and Technology Small Giant Enterprise.2024: Recognized as a National-Level &quot;Little Giant&quot; Firm.2023: Selected as a Shanghai Intelligent Robotics Benchmark Enterprise and awarded Shanghai Patent Pilot Unit.

Industry Pioneer丨SEER Robotics Partners with DEKRA to Launch IEC 62443 ML2 Certification for Industrial Cyber Security

Breakthroughs challenge the limits of industrial productivity; integration deeply redefines scenario intelligence—this is SEER Robotics&#x27; bold declaration of resonance with the future. On May 15th, following the world&#x27;s first integrated embodied AI controller, SEER Robotics unveiled another global first: the Embodied Intelligent Forklift. This innovation brings theory into practice, driving the large-scale application of embodied AI in industrial scenarios and leading industrial robotics into the era of embodied AI. Embodied Intelligent Forklift: The Evolution to Agents At the core of the Embodied Intelligent Forklift is a complete &quot;brain + cerebellum&quot; perception and decision-making system. It pioneers the integration of multi-modal models such as multi-layer semantic maps, end-to-end navigation, and VLA (Vision-Language-Action). Cutting-edge technology ensures the forklift not only delivers industrial-grade reliability but also significantly enhances generalization capabilities. 1、Multi-layer Semantic MapsConstructs a high-precision fusion perception system incorporating 3D point cloud layers and environmental semantic layers. This empowers the forklift with natural language multi-task interaction, enabling it to quickly and accurately perceive most objects in a scene, expand application scenarios, overcome technical limitations, and achieve industrial-grade reliability and scenario generalization. 2、End-to-End NavigationThe first end-to-end navigation system in the robotics industry, integrating perception, prediction, planning, and control modules within the system. It supports direct mapping from raw sensor data to forklift control commands, enabling the forklift to navigate any indoor environment in real-time without predefined paths. 3、VLA/Reinforcement Learning: Combines the VLA model with a reinforcement learning framework, trained on real-world data from industrial forklift operations. This enables continuous autonomous optimization of operational strategies, improving recognition and grasping success rates while enhancing the forklift&#x27;s generalization capabilities. On the same day, Yu Chengdong, General Manager of SEER Robotics China, delivered a speech titled &quot;Embodied AI Empowers New Life in Forklift Manufacturing&quot; at the 14th Manufacturing Production Line Logistics and Warehouse Intelligent Engineering Summit. He shared: &quot;We are at a turning point in the robotics market, where embodied AI is the core driver of industry transformation. The Embodied Intelligent Forklift is not just a simple upgrade in equipment technology—it redefines the production paradigm of human-machine collaboration. The factory of the future will be a collaborative system composed of intelligent agents with perception, decision-making, and learning capabilities.&quot; Currently, SEER Robotics is actively collaborating with leading companies in industries such as new energy, automotive, lithium battery, and warehousing logistics to enrich the practical application experience of the Embodied Intelligent Forklift. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/683402415ef5460031e90629.jpg" width="850px" style="width:850px"/></div> Core Controller Lineup Grows with Robotic Dog Support As a globally leading intelligent robotics company centered on control systems, SEER Robotics ranked first worldwide in sales of intelligent robot controllers for both 2023 and 2024. Leveraging our technological and market leadership in control systems, we have become the world&#x27;s only large-scale open platform for intelligent robots. Recently, SEER Robotics expanded our core controller lineup with the new SRC-1000 Series, including the SRC-1000 for material handling robots and the SRC-1100 for dual-steering wheel robots. Building on high performance and openness, the SRC-1000 Series introduces multiple breakthroughs:1、Supports EtherCAT, accommodating more drives and easily handling complex upper-layer mechanical designs.2、Features a multi-core heterogeneous architecture for real-time control responsiveness.3、Innovatively integrates Codesys plugins, offering higher development compatibility. Notably, the SRC-1100 supports customized development for complex bionic devices like quadruped and hexapod robotic dogs, enabling transitions from remote operation to autonomous navigation. The full product introduction for the SRC-1000 Series is coming soon—stay tuned! <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/6834028b5ef5460031e9062a.gif" width="850px" style="width:850px"/></div>

SEER Robotics Launches Embodied Intelligent Forklift, with Embodied Controller + Robotic Dog Development Solution Released Simultaneously

On April 28, at the “AI Riding the Tide—New Trends of 2025 Jiazi Gravity X Technology Industry” conference, Zhao Yue, founder and CEO of SEER Robotics, shared the company’s latest developments in the field of embodied AI and elaborated on the future industrial landscape of intelligent robots under the embodied AI revolution. Embodied AI is leading technological breakthroughs and reshaping the application boundaries of intelligent robots. Where is the business implementation of embodied AI as it transitions from technological imagination to industrial reality? As the world’s largest intelligent robot company centered on control systems, SEER Robotics has provided an answer to the implementation of embodied AI with a “new-old integration” mindset. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6842803d8a6878003de31168.jpg" width="850px" style="width:850px"/></div> Five Development Stages of Intelligent Robots The first stage is “Software Programming and Hardware Scene-Specific.” Fixed programming is required for each scenario, and hardware is designed entirely around specific needs. Typical applications include industrial robotic arms and automated guided vehicles, which can only operate in preset fixed scenarios. The industry characteristic at this time is “one machine for one scene, one action for one programming,” with high development costs and a lack of flexibility. The second stage evolves to “Software Scene-Specific and Hardware Scene-Specific.” With the increasing demand for flexibility and scene autonomy, collaborative arms and autonomous mobile robots have begun to emerge. Software needs to be fine-tuned according to different scenarios, and hardware is customized based on specific needs. For example, forklifts require specialized pallet fork mechanisms, and material box robots are equipped with clamping devices. We are now entering the third stage of “Software Generalization and Hardware Scene-Specific.” Driven by AGI technology, software is moving towards generalization, but hardware still needs scene-specific customization. For example, the robot juggling handkerchiefs performance shown in the Spring Festival Gala appears to exhibit high flexibility, but in fact, the action stability is achieved through fishing line traction. In industrial scenarios, considering cost, efficiency, and safety, hardware customization based on scenarios will continue to exist for a long time. Even if we enter the fourth stage in the future to achieve “Software Generalization and Hardware Generalization,” with general humanoid robots becoming mainstream, they will still coexist with specialized equipment for a long time. In the fifth stage, we envision a “return to carbon-based,” where robots may possess the adaptive ability like liquid metal, achieving morphological evolution that adapts to the environment and moving towards the deep integration of carbon-based life and silicon-based intelligence. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/684280cece9e7700308c6cfa.jpg" width="850px" style="width:850px"/></div> Three Challenges in the Implementation of Embodied AI Challenge One: Data DilemmaHumanoid robot remote operation data collection is difficult and the quality is questionable. For example, the lack of wrist joints in humanoid robots leads to an essential difference between the collected actions and natural human behavior, resulting in data that is detached from real scenarios. Challenge Two: Feedback LimitationsHuman skin has a large number of sensory units that achieve precise tactile communication. However, humanoid robots only have basic feedback and lack various types of tactile, force, and temperature sensing, resulting in relatively weak feedback. Challenge Three: Low ControllabilityHumanoid robots have many joints and the difficulty of multi-joint coordinated control increases. A single action often requires screening a large amount of training data to ensure reliability. Two Innovative Paths of SEER Robotics Path One: New Technology + Old Product = Embodied AI Forklift We have applied technologies such as multi-layer semantic maps, end-to-end navigation, and VLA/reinforcement learning to the automatic forklift scenario to create an embodied AI forklift. Constructing multi-layer semantic maps, the underlying point cloud ensures the reliability of environmental perception, and the middle layer of environmental semantics endows the system with scene understanding capabilities to enhance generalization. The end-to-end navigation technology draws on the experience of autonomous driving to achieve real-time navigation of forklifts in any indoor environment without predefined paths.VLA enhances generalization capabilities, and reinforcement learning improves reliability. We leverage existing massive manual operation data and the low degree of freedom characteristics to verify the feasibility of the technology. Path Two: Old Technology + New Product = Embodied AI Controller The SRC-5000, launched by SEER Robotics in 2024, is the world’s first integrated embodied AI controller. It is provided with a complete set of industrial chain tools to help customers quickly develop various embodied intelligent robots, such as humanoid robots and robot dogs. Now, the SRC-5000 has been implemented at customer sites. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/684280fe8a6878003de31169.jpg" width="850px" style="width:850px"/></div> The SRC-5000 integrates dedicated AI chips and co-processors in a heterogeneous manner, achieving high stability, high real-time, and high performance. It has industry-leading integration and has realized Whole-body Control first, breaking through the technical bottleneck of hand-eye-foot coordinated control and building a complete “brain + cerebellum” perception and decision-making system. Based on the SRC-5000, we have successfully applied multi-modal models such as visual semantic maps and end-to-end to both intelligent forklifts and wheeled humanoid robots, achieving a certain degree of improvement in generalization capabilities. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6842811d8fb1f800333afbe3.jpg" width="850px" style="width:850px"/></div> Build Your Own Robot Fleet Within Days! SEER Robotics always practices the mission of “Build your own robot fleet within days！” eliminating industry barriers from three dimensions: development, acquisition, and use. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/68428140ce9e7700308c6cfb.jpg" width="850px" style="width:850px"/></div> Making robot development barrier-free: We provide industry-leading robot control systems that have been integrated with more than 300 core component brands on the market, truly achieving plug-and-play for components and helping enterprises easily develop their own intelligent robots. Making robot acquisition barrier-free: We have built a one-stop robot selection platform—Nebula Platform, which gathers more than 1,000 different types of robots developed by partners. Customers can customize and select robots on the platform in a one-stop and online manner, quickly obtaining the robots they need. Making robot use barrier-free: We offer All-in-One software tools that seamlessly connect with robot systems and customer upper-level systems, and provide low-code development modules. Engineers can easily drag and drop to meet customized needs. To promote “Build your own robot fleet within days！” SEER Robotics has established a dual-flywheel drive model of “technology flywheel + platform flywheel.” Platform Flywheel: SEER Robotics focuses on the research and development of robot brain control systems, aiming to lower development barriers and enable more enterprises to develop their own robots. This creates a diverse and open robot ecosystem, providing downstream integrators and end customers with more robot options and driving platform development. Technology Flywheel: Through a variety of scene-specific embodied hardware, we continuously meet the needs of end customers, achieving rich data and scene accumulation. Combined with AGI technology, we enhance controller performance, truly creating highly reliable and generalizable universal software and accelerating the evolution of SEER Robotics’s AGI brain. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6842815f8fb1f800333afbe4.jpg" width="850px" style="width:850px"/></div>

SEER Robotics Founder Zhao Yue: From Technological Imagination to Industrial Reality, the Business Implementation of Embodied AI

Recently, a delegation from Colgate, a globally renowned personal care brand, visited the headquarters of SEER Robotics for an on-site investigation of intelligent robot applications in order to enhance the intelligence level of Colgate’s factories. The delegation was welcomed by Zhang Sui, Vice President of SEER Robotics, Yu Chengdong, General Manager of China Business, and other staff members. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68258124c9f3400030325419.png" width="850px" style="width:850px"/></div> In the digital showroom of SEER Robotics, the Colgate delegation visited and experienced the demonstration of intelligent robots driven by the AGI brain. Based on the M4 Smart Logistics Management System, all equipment operated autonomously, orderly, and collaboratively throughout the entire process. The visualization screen provided a real-time 1:1 mapping of the actual showroom scene, accurately reflecting the dynamic movements of the equipment and presenting visitors with a visual representation of a smart factory. During the visit, Zhang Sui, Vice President of SEER Robotics, gave a detailed introduction to SEER Robotics’s one-stop robot platform concept and product line, which are centered around the AGI brain. Adhering to the core idea of “Build your own robot fleet within days!” SEER Robotics has developed a one-stop robot platform that covers the entire chain of “Development-Acquisition-Use.” <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68258142d13f7f0039267b38.jpg" width="850px" style="width:850px"/></div> SEER Robotics owns core R&amp;D of intelligent controllers and software and has gathered more than 2,500 partners from the upstream and downstream industry chains. We provide a range of robot products and one-stop solutions, including intelligent forklifts, lifting robots, wheeled humanoid robots, robot dogs, and composite robots. This innovative ecological model has successfully empowered customers in over 65 countries and regions worldwide, covering a wide range of application scenarios from heavy machinery to precision manufacturing. The Colgate delegation highly praised SEER Robotics’ technical strength, product performance, and ecological construction. Previously, SEER Robotics’ product portfolio had been successfully implemented in Colgate’s factory in South China. Through the combination of intelligent robots and the application of digital software, the factory’s production efficiency was significantly improved, and labor costs were effectively reduced. This visit and communication have laid a solid foundation for the future in-depth cooperation between the two parties. Going forward, SEER Robotics will continue to explore more innovative technologies and provide high-value-added products and solutions to help Colgate build a new paradigm for smart factories.

Colgate Delegation Visited SEER Robotics Headquarters: Partnership Upgraded

On April 25-26, the first embodied AI robot sports meeting was held in Huishan District, Wuxi City, Jiangsu Province, China. As China’s first comprehensive sports competition for embodied AI humanoid robots, it breakthroughly combined &quot;sports competition&quot; with &quot;technological application,&quot; gathering top domestic intelligent robotics companies to compete and showcase the technological breakthroughs and real-world value of embodied AI robots. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198ab4341baf003c1a7b6b.png" width="850px" style="width:850px"/></div> Whether in sports events such as sprinting, cross-country running, football, basketball, and dance or in practical applications like material handling, intelligent grasping, and indoor rescue, these scenarios reflect the core capabilities of intelligent robots—motion control, environmental perception, and decision-making, all of which rely on the precision of robotic control systems. As the world’s largest intelligent robotics company with control systems at the core, SEER Robotics showcased its intelligent robot controllers in the core components exhibition area of the sports meeting. It empowers embodied AI robots with the core kinetic energy, functioning as the “Robot Brain.” <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198abccde19c0030cac8f1.png" width="850px" style="width:850px"/></div> The controller products we brought this time cover full-scenario demands from industrial applications to embodied AI, helping to build your own robot fleet within days! SRC-5000: The world’s first all-in-one embodied AI controller, achieving full-body control for the first time, breaking through the hand-eye-foot coordination bottleneck, and establishing a complete &quot;brain + cerebellum&quot; perception-decision system. SRC-3000 Series: The industry’s first fully self-developed controller certified by SGS TÜV SAAR for functional safety in China, innovatively integrating safety modules into navigation controllers. SRC-2000 Series: A versatile industrial-grade intelligent robot controller supporting various motion models and meeting diverse application needs, with over 1,000 different types of robot development cases. SRC-880: An ultra-cost-effective controller that significantly reduces robot development costs and helps more companies build their own robot products. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198ac7b69284002ff91272.png" width="850px" style="width:850px"/></div>

The First Embodied AI Robot Sports Meeting: SEER Robotics Shows "Robot Brain" Core Empowerment 

On April 25, SEER Robotics headquarters welcomed a special group of international visitors—40 entrepreneurs and executives from Chile&#x27;s Universidad Adolfo Ibáñez (UAI), as part of an immersive China-focused program organized by CEIBS (China Europe International Business School). As a leader in business education in Latin America, UAI has topped the Latin American MBA rankings for ten consecutive years. Its industry-academia-research integration philosophy aligns closely with SEER Robotics&#x27;s practical approach. This visit not only gave Chilean business leaders a firsthand look at China&#x27;s advanced intelligent manufacturing but also created favorable opportunities for SEER Robotics to expand its influence in Latin America. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198c767cc00800321bffd2.png" width="850px" style="width:850px"/></div> Gong Ziting, the Marketing Director of SEER Robotics, shared the company&#x27;s industry-leading core hardware and software technologies with the UAI delegation. She highlighted SEER Robotics&#x27;s self-developed intelligent robot controller and one-stop robot development solution. A wheeled humanoid robot equipped with the integrated embodied AI controller SRC-5000 was demonstrated on-site, drawing significant attention from the delegation, who actively inquired about technical details and explored application scenarios. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198c8ccde19c0030cac8f3.png" width="850px" style="width:850px"/></div><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198c92b69284002ff91273.png" width="850px" style="width:850px"/></div> The SRC-5000 is SEER Robotics&#x27;s latest breakthrough—the world&#x27;s first all-in-one embodied AI controller. It integrates dedicated AI chips and coprocessors through heterogeneous computing, achieving high stability, high real-time, and high performance. With industry-leading integration, it pioneers Whole-body Control, overcoming the technical challenges of hand-eye-foot coordination and establishing a complete &quot;brain + cerebellum&quot; perception-decision system.The delegation was deeply impressed by demonstrations of collaborative robot operations, 3D digital twin solutions, and smart logistics management systems, noting that these gave them a more concrete vision of future smart factories. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198c9d7cc00800321bffd3.png" width="850px" style="width:850px"/></div> During the subsequent exchange session, Li Minhua, Head of SEER Robotics&#x27;s Americas Division, delivered a presentation titled &quot;Build Your Own Robot Fleet Within Days,&quot; sharing insights on the company&#x27;s global strategy. He explained that SEER Robotics has built a one-stop robotics platform leveraging its leading control system technology and market position, offering customers accessible solutions for easy development, acquisition, and use of robots—truly building your own robot fleet within days! <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198cb8341baf003c1a7b6d.png" width="850px" style="width:850px"/></div> Regarding market development in the Americas, Li emphasized that SEER Robotics&#x27;s localized strategy has yielded significant results. A growing number of regional integrators are joining the SEER Robotics ecosystem, and this collaborative approach has laid a solid foundation for rapid deployment and market expansion of SEER Robotics&#x27;s products and technologies. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198cbecde19c0030cac8f4.png" width="850px" style="width:850px"/></div>

Chilean UAI Delegation Visits SEER Robotics: Exploring Innovative Applications of Embodied AI

From April 24-26, LogiMAT China 2025, the International Trade Show for Intralogistics Solutions and Process Management, was grandly held at the Shenzhen Exhibition Center (Futian). Concurrently, the &quot;Mars · Embodied AI Founders Conference&quot; took place. During the conference&#x27;s roundtable forum, Zhao Yue, founder and CEO of SEER Robotics, engaged in an in-depth discussion with other industry leaders on &quot;How to Bring AI into the Physical World Faster.&quot; SEER Robotics Founder Zhao YueHigh Reliability + High Generalization Accelerates ImplementationZhao Yue focused on the practicality of embodied AI and humanoid robots. He stated that humanoid robots currently lack sufficient versatility, and technologically, they are still in the early stages of development, with some technical approaches not yet fully validated. However, market feedback indicates a shift in customer thinking—they now seek more generalized products and solutions while ensuring high reliability. For example, humanoid robots are no longer expected to perform only single tasks but to handle more diverse demands. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198bb7341baf003c1a7b6c.png" width="850px" style="width:850px"/></div> &quot;To accelerate the implementation of AI technology, we have invested heavily in efficiency tools, promoting a shift from low-code to zero-code models. This helps integrators reduce delivery complexity, enhance productivity, and drive efficiency through AI&#x27;s generalization capabilities.&quot; In 2024, SEER Robotics integrated AI technology into intelligent forklifts, improving adaptive recognition and palletizing capabilities, truly enabling them to &quot;think.&quot; Zhao Yue revealed that they will soon launch an embodied forklift deeply integrated with AI technology, achieving a significant leap in reliability and generalization compared to current intelligent forklifts. SEER Robotics Deeply Participates in Co-Authoring&quot;Co-Construction White Paper of Embodied AI Industry&quot; ReleasedThe &quot;Co-Construction White Paper of Embodied AI Industry,&quot; initiated by Mars Accelerator and co-created by 150+ tech companies, was officially released at the conference. As a co-authoring representative in the &quot;Embodied Brain&quot; section, SEER Robotics contributed its practical experience in industrial scenarios and innovative explorations in embodied AI. The white paper includes SEER Robotics&#x27;s one-stop robot development solution, featuring humanoid robots and robotic dog solutions supported by the all-in-one embodied AI controller SRC-5000, providing innovative ideas to overcome implementation challenges in complex application scenarios. SEER Robotics&#x27;s One-Stop Product PortfolioWell-Received Across Two Exhibition HallsSEER Robotics showcased our one-stop product portfolio at LogiMAT China 2025: The main booth, K11, in Hall 8 focused on presenting the core control system—intelligent robot controllers and software, while the DEMO dynamic demonstration area in Hall 7 showcased two intelligent forklifts, demonstrating the intelligent applications of robots integrated with AI technology. These products have already been successfully implemented in factories across industries such as 3C, lighting, machinery, and food in South China, receiving widespread acclaim. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/68198bc2cde19c0030cac8f2.png" width="850px" style="width:850px"/></div>

SEER Robotics Founder Zhao Yue: High Reliability + High Generalization Accelerates Embodied AI Implementation

On March 27, the TMTPost series ranking &quot;Hidden Champions in China&#x27;s Supply Chain: The Innovative Industry Chain of Humanoid Robots&quot; was officially released. SEER Robotics was awarded the title of &quot;The Most Powerful Brain for Humanoid Robots&quot; in recognition of our groundbreaking innovations and exceptional technological capabilities in the field of humanoid robot controllers. The ranking has attracted numerous industry-leading enterprises to participate, with SEER Robotics standing alongside renowned companies such as Unitree Robotics, Zhiyuan Robot, Galbot, Xiaomi Group, and Inovance Technology. This honor not only shows acknowledgement of SEER Robotics&#x27; leading position in humanoid robotics technology but also highlights our strong competitiveness as a &quot;Hidden Champion&quot; in China&#x27;s supply chain. “AGI Brain” Defines New Heights of Intelligent Control&quot;The Most Powerful Brain for Humanoid Robots&quot; award focuses on intelligent control systems for humanoid robots, including artificial intelligence, machine learning, data processing, and decision-making algorithms. Winners will demonstrate outstanding technical expertise and innovation capabilities in intelligent control.<div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/67f495b1e276d20037688bd4.png" width="850px" style="width:850px"/></div> SEER Robotics&#x27; newly developed SRC-5000 is the world&#x27;s first all-in-one embodied Intelligent controller. By integrating dedicated AI chips and co-processors in a heterogeneous architecture, it achieves high stability, high real-time, and high performance, boasting industry-leading integration. We pioneer Whole-body Control, breaking through the technical barriers of hand-eye-foot coordination and establishing a complete &quot;Brain + Cerebellum&quot; perception and decision-making system. Based on the SRC-5000, SEER Robotics has successfully applied visual language map (VLM) and end-to-end multimodal models to intelligent forklifts and wheeled humanoid robots, significantly improving generalization capabilities. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/67f495d20a8933003de1cfb9.png" width="850px" style="width:850px"/></div> Moving forward, SEER Robotics will continue to invest in core technology R&amp;D, enhance generalization performance, accelerate scenario-based innovation, and collaborate with more industry chain partners to &quot;Build your own robot fleet within days!&quot;

SEER Robotics Honored as "The Most Powerful Brain for Humanoid Robots," Accelerating Industry Development with AGI Tech

SEER ROBOTICS 2024 Global Events

Robots, as important tools for intelligent manufacturing and logistics automation, are continuously expanding the application boundaries of the industry with technological innovations, while also bringing more challenges. These challenges are not only reflected in the innovation of robot product forms but more critically in the deep understanding and adaptation to end application scenarios to achieve effective technology implementation. Looking at product application forms,Pallet Racking Robo, Case-Picking Robot, intelligent forklifts, and service robots have developed into highly mature application products. With technological advancements, complex forms of products such as composite robots and humanoid robots are also gradually increasing, and their application implementation increasingly emphasizes flexibility and intelligence. Deep in the end application scenarios, robots are taking on more complex and delicate tasks. The key to application is to solve the complexity and uncertainty in actual operations, thereby enhancing the practical value and efficiency of robots. One-stop Vehicle Manufacturing Solution Facing the challenges of diversified robot product forms and complex application scenarios, SEER Robotics, based on the concept of &quot;supporting non-standard applications with standardized products,&quot; has built a one-stop vehicle manufacturing solution centered around the SRC controller, with customers at the core and market trends as the guide. This solution aims to provide manufacturers with the capability to manufacture and design robots with a diversified range of products such as &quot;controllers + software + components,&quot; forming more flexible, personalized, and intelligent robot solutions to address various manufacturing and application challenges of robots, and promote the realization of making smart robots accessible to all. The complete vehicle manufacturing solution includes: SRC controller hardware, various module components for vehicle manufacturing, one-stop implementation tools Roboshop, a full set of hardware and software solutions, vehicle selection guides and debugging manuals, training courses and after-sales service, and product software iteration and upgrade services. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/67481145956162003a6e00d0.jpg" width="850px" style="width:850px"/></div>This solution leverages a vast library of partner vehicle models, an integrated robotics industry chain, and SEER Robotics&#x27; core technical support to form a unique market competitive edge: 1、In-depth alignment and efficient reuse of the partner vehicle model library The partner vehicle model library gathers numerous proven vehicle manufacturing solutions that deeply align with the actual needs of industrial logistics, supporting direct reuse for mass production. This not only reduces the trial and error costs for customers during the vehicle manufacturing process but also significantly improves manufacturing efficiency. As a result, customers can quickly respond to market changes and accelerate the time-to-market for their products. 2、Maximizing cost-effectiveness through industry chain integration By integrating the upstream and downstream of the robotics industry chain, cost-effectiveness is maximized. A stable supply chain and modular component supply effectively reduce the expenditure costs throughout the manufacturing process, while also bringing higher value to industry chain partners, achieving a win-win cooperation. 3、SEER Robotics&#x27; core technology provides a solid foundation SEER Robotics&#x27; core technology forms the competitive edge of the one-stop vehicle manufacturing solution, including self-developed software and hardware systems and continuous iteration services. On one hand, it provides a comprehensive function library that supports the robots manufactured by customers to easily cope with various complex and changing application scenarios. On the other hand, it also offers open interfaces and iterable system services. Through openness and continuous innovation, it meets a variety of non-standard needs, helping customers easily manufacture robots that are more adaptable to market trends. SRC Controller Vehicle Manufacturing Cases 1、Automobile Manufacturing Workshop - Heavy-Duty Transfer In the automobile manufacturing workshop, to address the need for heavy-duty transfer, SEER Robotics offers a cost-effective vehicle manufacturing solution based on entry-level controllers. <div class="media-wrap embed-wrap"><div> <iframe width="850" height="450" src="https://www.youtube.com/embed/Dp1FGemdELU?si=MgKPQT42v7nETXww" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></div></div> This solution meets the main demands of heavy-load cargo transfer in the engine workshop at a low cost. The vehicle type selected is the pallet racking robot category, which is compact in design, allowing for more flexible access under equipment and docking with production lines. Additionally, in conjunction with the Unified Resource Dispatching System (RDS), the solution optimizes the robot&#x27;s operating routes based on the actual production rhythm, preventing underutilization of robots on-site, and achieving efficient collaborative transfer among multiple robots. 2、3C Electronics Workshop - Process Automation To further enhance the material transfer efficiency in the 3C electronics workshop and reduce manual intervention, SEER Robotics has provided a one-stop vehicle manufacturing solution based on the universal controller SRC-2000, tailored to the logistics needs of various production lines in the workshop. <div class="media-wrap embed-wrap"><div> <iframe width="850" height="450" src="https://www.youtube.com/embed/PDfWNxWUL20?si=TSslXmrQAyvFoo9n" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></div></div> Based on the SRC-2000 controller, a variety of robots including roller lift robots,Pallet Racking Robot, and intelligent forklifts have been manufactured to precisely match the job requirements. Integrated with the Unified Resource Dispatching System (RDS), it supports interactions across regions and multiple processes, and centrally manages the task reception and dispatch, traffic control, and automatic charging of different types of robots, enhancing the overall level of automation. 3、Transportation Equipment Maintenance - Intelligent Inspection The universal controller SRC-2000 is not only suitable for manufacturing common industrial robots but also supports the manufacturing of various types of composite robots for precision tasks such as inspection and assembly. The inspection work for high-speed train sets is not only highly complex but also requires extreme precision and timeliness. In the maintenance workshop of Beijing&#x27;s Chaoyang High-Speed Train Station, the introduction of robots has achieved efficient and intelligent inspection of high-speed train sets. Two composite intelligent inspection robots equipped with the SRC-2000 controller can simultaneously inspect the equipment and components of the undercarriage walking parts for two high-speed train sets. Compound intelligent inspection robots are equipped with highly flexible robotic arms and carry image acquisition devices, capable of performing tasks in complex spatial environments, and supporting comprehensive inspections of bogies. With the aid of high-precision LiDAR navigation, these robots can achieve accurate positioning, ensuring precise scanning of critical components under the vehicle. The autonomous inspection of an eight-car train set takes only 40 minutes, significantly enhancing both inspection accuracy and work efficiency

Fearless of the new trends in robot applications, SEER Robotics' one-stop vehicle manufacturing advantages are analyzed.

Recently, SEER Robotics&#x27; core digital product, the M4 Intelligent Logistics Management System, has successfully passed the third-level protection evaluation for information systems security. The third-level protection evaluation is the highest security certification for non-banking institutions, ensuring the security of information systems and their capability to effectively resist cyber attacks and threats, safeguarding data and business from losses. This means that the M4 system possesses robust information security management and technical strength, ensuring the security of customer data and business continuity. The M4 Intelligent Logistics Management System by SEER Robotics has been fully upgraded and released earlier this year, newly constructing an All in one system that covers robot management, material management, and task management . This comprehensive system allows automated equipment such as robots to integrate more effectively and rapidly into the internal logistics of enterprises, assisting companies in transitioning from automated logistics to intelligent logistics . Currently, the M4 system has integrated a variety of intelligent logistics solutions to meet different business scenarios, including warehouse and distribution integration, photonic communications, multi-vehicle scheduling, and single-vehicle scheduling without traffic management, corresponding to the four major modules of the M4 system：QuickStore、QuickLight、QuickFleet、QuickGo Recently, SEER Robotics has achieved international official certification in the field of software technology. In the second quarter of this year, SEER Robotics successfully obtained the CMMI Maturity Level 3 (abbreviated as CMMI3) certification, which covers all of SEER Robotics&#x27; software products, including digital software and controller-built-in software. This CMMI3 certification signifies that SEER Robotics has reached a mature management level in software development, service delivery, and project management. This means that SEER Robotics can more effectively control project risks, improve delivery efficiency, and ensure product quality, thereby providing customers with more reliable and high-quality products and services. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/6747e5ef28cdcc00394ecfd5.png" width="850px" style="width:850px"/></div>

SEER Robotics has passed the third-level information security protection assessment and obtained CMMI certification, upgrading its software strength once again!

<div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/66e2a5fd8f2ed20040d88b54.jpg" width="850px" style="width:850px"/></div> Today, SEER Robotics successfully held its third Partner Sharing Session at its headquarters in Shanghai. As a platform connecting upstream and downstream partners, SEER Robotics has always been committed to acting as a link, bringing together more high-quality component manufacturers in the robotics industry chain, and building a thriving robotics ecosystem. At the forefront of the impact of the digital intelligence wave, SEER Robotics has always been contemplating: Where are the pain points for customers when directly purchasing robots? What are the barriers for customers to build their own robots? What are the troubles for customers in managing and using robots? <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/66e2a70404d9270042ca15f0.png" width="850px" style="width:850px"/></div> The theme of this session, &quot;Selecting a Car, Building a Car, Using a Car, Making Smart Robots Accessible to All,&quot; aims to start from the three core needs of customers and truly accelerate the rapid implementation and widespread application of smart robots. This theme originates from SEER Robotics&#x27; development vision, from &quot;mobility&quot; to &quot;intelligence,&quot; witnessing SEER Robotics&#x27; persistence and innovation in the robotics ecosystem, focusing on customers, deeply understanding customer needs, integrating market technology trends, and building an open and diverse robotics ecosystem. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/66e2a7688f2ed20040d88b56.gif" width="850px" style="width:850px"/></div> At the event, SEER Robotics invited several robot component manufacturers and integrators to discuss and exchange the latest industry trends. Zhang Zhenqiang, Project Director of Whipter Robot, Wang Minchao, Technical Director of Ruyi Intelligence, and Xuan Jiankang, Marketing Director of Tuyang Information, each gave keynote speeches on &quot;Selecting a Car, Building a Car, Using a Car.&quot;<h3> Selecting a Car- a variety of models at your fingertips.</h3> How to quickly obtain the right robot is the most challenging issue for customers in the car selection process. How to quickly screen out the suitable robot according to the on-site environment and needs? Guo Wei, Digital Product Manager of SEER Robotics, shared, &quot;SEE Robotics relies on the vehicle model library of its partners to create a cloud car selection platform, which includes a large number of mature robot models manufactured based on the SRC controller. It integrates rich industry experience and data analysis to provide customers with precise car selection suggestions, helping customers to easily and quickly select the right robot.&quot; <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/66e2a871956162003a6e009f.jpg" width="850px" style="width:850px"/></div> The cloud car selection platform is divided into two modules: vehicle selection and configuration selection. In the vehicle selection module, SEER Robotics uses its rich industry experience and advanced data analysis technology to embed the car selection process into the system algorithm. Users only need to answer a series of questions related to actual needs according to the guidance, and the system can quickly and accurately recommend the most suitable robot model, ensuring that every customer can find the most suitable robot solution, optimizing operational efficiency and cost-effectiveness. In the configuration selection module, customers can configure various parameters according to their specific needs. The platform provides a real-time 3D model view, which can update the robot&#x27;s 3D model in real-time according to the customer&#x27;s drag-and-drop operations, seeing is getting. This mode is not only intuitive and easy to understand but also greatly improves the customer&#x27;s interactive experience and configuration efficiency, ensuring the accuracy and practicality of the equipment configuration. With a rich vehicle library, customers have a more diverse range of robot options, and the introduction of the cloud car selection platform gives them the ability to make quick decisions, truly making it accessible to obtain robots.<h3> Building a Car-mature solutions to facilitate manufacturing.</h3> Based on the complexity and variability of factory scenarios, customer logistics needs show a variety of characteristics, and standard robot products on the market may not be directly matched. In this context, more and more customers choose to build their own robots to meet specific application needs. In the process of building a robot from 0-1, customers face various challenges in learning, technology, and cost. SEER Robotics&#x27; SRC series of core controllers are designed for this purpose, forming a systematic one-stop car building solution, committed to making robot manufacturing accessible. With advanced controller architecture and software algorithms, a complete product line, and rich car building cases, the SRC controller has become the first choice for customers in the car building process. Zhang Wenting, head of SEER Robotics&#x27; hardware platform department, said, &quot;The SRC controller, as a fixed &#x27;standard part&#x27; in the entire non-standard car building process, provides a standard foundation for customers to build cars, greatly reducing the learning and implementation costs for customers. Mastering a set of controller products can be used to manufacture various types of robots such as lifting, roller, fork, and box. At the same time, based on the SRC controller, it also lays the foundation for the unified control and scheduling of multiple robots in the later stage, making on-site applications more efficient.&quot; Based on the one-stop car building solution with the SRC controller as the core, it plays an important role in the robot manufacturing scene with its strong functionality, wide adaptability, and integrated service advantages. It provides customers with a versatile, efficient, flexible, and cost-effective robot manufacturing solution. It has been successfully applied in industries such as 3C electronics, photovoltaics, lithium batteries, automotive parts, and semiconductors, manufacturing more than a hundred different types of robots, forming a rich and large ecosystem partner model library, and feeding back to the cloud car selection platform. Regarding the significance of the SRC controller for integrators, Tan Kun, the solution person in charge of SEER Robotics&#x27; East China region, emphasized, &quot;SEER Robotics helps integrators achieve differentiation at the product level by providing advanced controllers and overall solutions. Compared with standardized products on the market, the SRC controller supports customized development, enhancing the competitiveness of integrators&#x27; products. The flexibility and compatibility of the SRC controller support seamless integration into different robot systems, enhancing the overall value of integrators&#x27; products, and helping partners build a unique market position at the comprehensive level, avoiding the dilemma of low-price competition, and strengthening market competitiveness.&quot;<h3> Using a Car-powerful software for ultimate ease of use.</h3> Effective management and use of robots are key to realizing their maximum value. In the actual application phase of robots, there are more challenges brought by variable factors: how to quickly dock with the customer&#x27;s own business system, how to quickly reach an agreement with customer needs, and how to reduce the threshold for customers to use robots and software... All kinds of detail issues often form the initial perception of customers on the operation and use of robots. SEER Robotics&#x27; digital software follows the principle of simplicity and ease of use, fully reducing the operation threshold of robots and software through an intuitive and simple interface, enabling beginners to quickly master and get started. Although simple, the digital software is by no means simple in functionality. SEER Robotics&#x27; M4 intelligent logistics management system includes a wealth of business templates, fully covering basic business needs, and provides a visual low-code process engine, which can achieve complex business flow configuration through drag-and-drop methods. In addition, the system&#x27;s open interface design provides customers with greater flexibility and supports a wider range of customized development needs. The M4 intelligent logistics management system supports the integration of upper-level business systems such as ERP, MES, and various in-plant automation equipment, such as elevator doors, roller lines, robotic arms, etc., achieving All in one through a single system, eliminating system docking and maintenance costs, and reducing the learning and operation threshold of software for workers, truly making it accessible to use cars. Since the first partner sharing session, SEER Robotics has continued to strengthen the development concept of &quot;open sharing and win-win cooperation,&quot; committed to creating a vibrant robotics ecosystem. SEER Robotics&#x27; controllers and system software are at the core, empowering the ecosystem with technology, providing higher added value products and services, driving more partners into a higher level of solution service field, gradually achieving the autonomy of key technologies and core components, forming customized and differentiated product plans, and enhancing value returns. SEER Robotics also opens up supply chain, vehicle body, terminal, and other resources to partners, and encourages resource sharing and collaboration among partners, driving more companies to build a robotics ecosystem, making smart robots accessible to all. Continuing innovative design, we have moved the &quot;selecting a car, building a car, using a car&quot; concept area to the industrial fair site. On September 24, we sincerely invite you to visit the SEER Robotics booth at 7.1H A217, National Convention and Exhibition Center (Shanghai), to immerse yourself in the charm of digital intelligence and make smart robots accessible to all.

Choosing cars, manufacturing cars, using cars, Build your own robot fleet within days！

<div class="media-wrap embed-wrap"><div><iframe width="850" height="450" src="https://www.youtube.com/embed/sMKOzkAzG2M?si=b3yMtArFa09946NB" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe></div></div> On August 21st, the &quot;SEER Robotics Digital Exhibition Hall&quot; officially unveiled its new and upgraded look, welcoming its first group of witnesses—50 Chinese and international youth representatives from the &quot;Tsinghua International Youth Dialogue,&quot; hailing from 35 countries and regions around the globe. The &quot;Tsinghua International Youth Dialogue&quot; was established by Tsinghua University in 2023 with the purpose of &quot;Creating the Future of Youth, Creating Youth for the Future,&quot; aiming to promote global stability and prosperity through youth exchange and mutual learning. The second &quot;Tsinghua International Youth Dialogue&quot; commenced on August 19th, themed &quot;Harmony and Togetherness, Aspiring to a Great Harmony.&quot; One hundred global representatives first gathered in Shanghai, visiting representative Shanghai technology innovation companies such as Greenland Global Trade Port, Tesla, SEER Robotics, Bilibili, NIO, and SAIC General Motors, to gain an in-depth understanding of the cutting-edge technological developments in Shanghai. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/66d0202dd10181004364c55d.jpg" width="850px" style="width:850px"/></div><h4> Innovative Power- Chinese and Foreign Youth Representatives Witness for the First Time</h4> At the beginning of the event, the Chinese and foreign youth representatives visited the newly renovated digital showroom. They not only learned about the development history of SEER Robotics but also personally experienced the innovative achievements in the fields of core control technology for SEER Robotics&#x27; robots, cutting-edge digital software, and intelligent logistics solutions. They were able to closely feel the infinite charm of robotic technology. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/66d020ccd10181004364c55e.png" width="850px" style="width:850px"/></div> Subsequently, Zhao Yue, the founder and CEO of SEER Robotics, shared with the representatives the entrepreneurial story and the iterative development of the robotics industry, expressing a deep love and beautiful expectations for the robotics cause. Zhao Yue shared: &quot;Under the background of the era of &#x27;mass entrepreneurship and innovation&#x27;, with a passion for robotics, I chose to enter the still early-stage robotics industry. Rather than blindly following the market, it&#x27;s better to bravely carve out our own path, and thus SEER Robotics was born. From the initial customized requirements to standard chassis to standard controllers, and now as an open platform connecting upstream and downstream, every step we have taken has explored new possibilities for the robotics industry.&quot; <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/66d0212dd10181004364c55f.jpg" width="850px" style="width:850px"/></div> Looking to the future, Zhao Yue said with great anticipation: &quot;With the acceleration of the AI era, the role of robots is becoming increasingly important. Building on mobility capabilities, SEER Robotics&#x27; next-generation controller will achieve a comprehensive integration of movement, perception, and grasping. We hope to help our clients create robots that are more human-like and intelligent, and together, we can accelerate the development of an open and diverse intelligent civilization.&quot; Zhao Yue&#x27;s wonderful sharing sparked great interest among the Chinese and foreign youth representatives. Youth representatives from diverse cultural backgrounds actively shared their views on robot technology. They believe that the application prospects of robots are not limited to the manufacturing industry; there is also great potential for lifestyle applications, such as prop handling in stage plays. In response to this, Zhao Yue said: &quot;The needs of our clients define the application scenarios for robots. What SEER Robotics provides to clients is the core control system for robots, not the robots themselves. Clients can choose to manufacture various types of robots for various applications, not limited to industrial scenarios. It&#x27;s like SEER Robotics provides a platform, on which clients can unleash unlimited possibilities.&quot; <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/66d0217fd10181004364c560.jpg" width="850px" style="width:850px"/></div> Additionally, the youth representatives showed great interest in the growth and management of startup companies. They recognized that the management strategies and corporate culture of startup companies are crucial for their long-term development. Zhao Yue acknowledged this and shared SEER Robotics&#x27; experience: &quot;In the early stages of entrepreneurship, we focused more on technology accumulation and product refinement. As the team grew, we faced challenges in team management and internal collaboration. Therefore, in 2021, SEER Robotics began to promote comprehensive process construction centered on the customer, optimizing organizational management and addressing collaboration issues. Through three years of accumulation, organizational efficiency has been greatly improved, allowing us to respond more quickly to market and customer needs, and enhancing the company&#x27;s flexibility and innovation capabilities in the fiercely competitive market.&quot; <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/66d021e68bfcd8003c14a109.jpg" width="850px" style="width:850px"/></div><h4> Renewed Upgrade - A Brand-New Window + Integrated Platform</h4> The newly upgraded digital showroom is not only a fresh window for showcasing SEER Robotics&#x27; technological products but also a comprehensive platform for displaying the company&#x27;s philosophy. In the overall space, aspects such as product display, technology presentation, spatial layout, and brand communication have achieved a high degree of consistency and coordination. With distinct features of &quot;intelligent, digital, and tangible,&quot; it fully and vividly displays SEER Robotics&#x27; innovative technological achievements in the field of robotic manufacturing. Drawing inspiration from Martian elements for its design, the SEER Robotics digital showroom ingeniously uses the structural connection of lines and blocks and innovatively integrates sound, light, and electrical technologies to create an interior space with a strong sense of future technology. Mars, once an unattainable planet, is gradually becoming a new hope for humanity to explore the universe and expand living spaces. The Martian elements symbolize innovation, exploration, the unknown, and longing, which coincide perfectly with the sense of technology and forward-looking nature pursued by the digital showroom. Through in-depth exploration and artistic expression of Martian elements, it not only reflects SEER Robotics&#x27; spirit of exploring the unknown world but also shows an infinite longing for future technology, bringing a more shocking visual and sensory experience to the visitors of the showroom. <div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/66d022d56a42b5003bd7348e.gif" width="850px" style="width:850px"/></div>

SEE Robotics' digital showroom unveils a fresh new look, witnessed by representatives of Tsinghua International Youth at the inaugural event

In factory warehouses, intelligent forklift trucks are commonly used for cargo handling. Typically, pallets are required for transferring cargo. However, in the complex factory environment, the placement and shape of pallets are not fixed. Mechanical limitations often prevent the establishment of fixed positions for consistent pallet placement. Furthermore, common issues include pallet surface damage, the presence of covering films, and specially-shaped pallets. So, how can we ensure that the smart forklift can accurately identify the position and shape of the pallet and fork it correctly? In response to these scenarios, SEER Robotics launched adaptive recognition and fork technology integrated with AI algorithms. Based on AI deep learning, the intelligent forklift gains advanced decision-making and execution capabilities, without the need for manual input of pallet-related information. This allows the forklift to think and act independently, like the human brain, improving work efficiency and easily adapting to various special handling scenarios. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6669484e6a42b5003bd73449.jpg" width="850px" style="width:850px"/></div> After the intelligent forklift is equipped with a 3D depth camera, it can independently obtain the pallet and external information, analyze and process the data from the 3D depth camera based on AI deep learning, accurately identify the spatial pose of the hole contour of the pallet, and intelligently plan the fork path. At the same time, interference is effectively filtered based on AI algorithms, reducing identification interference outside the pallet. In complex cases such as pallet damage, film coating, different shapes, and light changes, the intelligent forklift operation remains accurate and efficient, improving the efficiency and safety of cargo handling. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6669486950399e003ae365fd.jpg" width="850px" style="width:850px"/></div> Functional Highlights: 1. Automatic Feature Learning: AI-based deep learning can automatically learn and extract key features from a large amount of data without manual design, enabling the identification system to better adapt to different job tasks and improve its generalization ability. 2. Powerful Data Fitting Ability: By using a 3D depth camera to collect image and point cloud data, complex models are built through multi-layer neural networks, with a powerful data fitting ability to capture complex patterns and relationships in the data, leading to more accurate identification and cross-fetching. 3. Wide Range of Application Scenarios: It can adapt to more special scenarios, such as film covering, appearance damage, different shapes, color changes, and light changes of the pallet. In these complex environments, it can still provide more reliable identification results and perform more accurate fork actions. 4. High Precision, High Efficiency, High Ease of Use: The effective use of GPUs and other specialized hardware accelerates the process, greatly improving the efficiency and accuracy of image recognition. No additional model files need to be configured, and it boots immediately to provide a convenient user experience.

Adaptive recognition and fork fetch based on AI deep learning

The rapid rise of global trade has led to increased demand in the consumer market and soaring order volumes have accelerated the development of the 3PL industry, while at the same time placing greater demands on 3PL companies to control warehousing costs while efficiently meeting customer needs. The key issue of cost reduction and efficiency is in front of all 3PL companies. Recently, SEER&#x27;s AMR standard products were successfully applied to Sinotrans Logistics Ningbo Co., Ltd&#x27;s warehousing center in Meishan Free Trade Port, successfully promoting the automation upgrade of its warehousing logistics and accelerating the &quot;last meter&quot; sorting and transportation of goods.<div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/643e289442366e003ae64b46.jpg" width="850px" style="width:850px"/></div> In the face of increasing orders and growing volume of cargo, Meishan Free Trade Port Warehouse Center has seen an increase in staff workload based on the traditional management model, and is in need of reducing labor costs and improving efficiency and accuracy. Based on this, Sinotrans Logistics Ningbo Co., Ltd. chose SEER&#x27;s 3PL industry intelligent logistics upgrade solution, through SEER Laser SLAM Small Stacker Smart Forklift SFL-CDD14 to complete the warehouse cargo turnover transportation and vertical storage connection, RDS unified resource scheduling system for coordinating AMR traffic control and task The RDS Unified Resource Dispatching System is used to coordinate AMR traffic control and task receiving and dispatching, and in the task management interface, users can observe the execution status or exceptions at any time, and grasp the business progress.<div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/643e28bfeba362003c3b65f1.jpg" width="850px" style="width:850px"/></div>The SFL-CDD14 used by Sinotrans Logistics Ningbo is an AMR specially designed by SEER for narrow aisles. It can be used for handling, stacking and palletizing, and with its slim body and small turning radius, it can still travel freely in some narrow aisles of the warehouse center, and it is not afraid of the demanding transportation environment on site.<div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/643e28dd42366e003ae64b47.gif" width="850px" style="width:850px"/></div>The overall operation of AMR and dispatching system not only reduces the burden of manual work, but also significantly improves the accuracy and efficiency of order execution in Sinotrans Logistics Ningbo Co.<div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/643e2905eba362003c3b65f2.jpg" width="850px" style="width:850px"/></div>At present, SEER has successfully empowered 3PL, electrical manufacturing, 3C electronics, textile, auto parts, semiconductor and many other industries, helping to upgrade the industry&#x27;s intelligent logistics. In the future, SEER will work together with more industry integrators to deepen the targeted intelligent logistics solutions for various industries and open up the &quot;last meter&quot; for various industries.

SEER's AMR standard products enable 3PL industry to upgrade warehouse automation

On the morning of March 14, Volkswagen FAW Engine (Dalian) Co., Ltd. and SEER Robotics held a strategic cooperation signing ceremony in Shanghai. Dr. Raimund Rösch, General Manager of Volkswagen FAW Engine, Lulu Han, Assistant General Manager, Song Baiqiu, Production and Technical Director, Wang Xiangguo, Production and Processing Manager, and Cao Denting, Production and Technical Manager, visited the headquarters of SEER Robotics and participated in the signing ceremony. Mr Zhao Yue, CEO of SEER, Mr Yu Chengdong, Head of Domestic Business, Mr Liu Yang, Head of North China Region, Mr Wang Wenhao, Account Manager and Mr Gong Ziting, Head of Marketing received the visit and attended the signing ceremony. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6492a8de42366e003ae64b8d.png" width="850px" style="width:850px"/></div>▲The group photo Dr. Raimund Rösch and his team first visited the &quot;Zero&quot; space in the showroom of SEER Robotics, where they exchanged views on the use of the SRC series core controllers, saw the mobile robots in action and demonstrated the Meta-V and RoboView digital software visualisation. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6492a937eba362003c3b6639.png" width="850px" style="width:850px"/></div>▲ Zhao Yue talks about his journey in RoboCup Zhao Yue shared with Dr. Raimund Rösch the story of the founding team&#x27;s success in winning two consecutive RoboCup competitions and founding SEER Robotics. In line with RoboCup&#x27;s vision to promote the development of mobile robots around the world, SEER was born in the midst of the wave of smart manufacturing in China, and its fully self-developed SRC-3000FS and SRC-2000, the world&#x27;s first safety controller, have injected great energy into the upgrading of smart factories in domestic and international industries. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6492a99e42366e003ae64b8e.png" width="850px" style="width:850px"/></div>▲Song Baiqiu introduces Volkswagen FAW engines Since the first cooperation between Volkswagen FAW Engine and SEER Robotics in 2021, the relationship has become increasingly close. Based on SRC controller, standard product AMR and the complete services provided by the joint integrator, the entire plant of Volkswagen FAW Engine has continued to improve in terms of intelligence and digitalisation, and efficiency has continued to rise. Then, in the presence of leaders and guests from both sides, the representatives from both sides signed a strategic cooperation agreement. Dr. Raimund Rösch, General Manager of Volkswagen FAW Engine, and Mr. Yu Chengdong, Head of Domestic Business of SEER Robotics, gave their outlook on the future cooperation between the two companies. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6492aa19eba362003c3b663a.png" width="850px" style="width:850px"/></div>▲SEER and Volkswagen FAW Engine sign official contract Yu Chengdong firstly welcomed Dr. Raimund Rösch and his delegation on behalf of SEER Robotics and expressed his gratitude to Volkswagen FAW Engine for their recognition of SEER&#x27;s SRC controller solution. He said that the SRC controller has already formed a complete product line, the SRC-2000 is more comprehensive, more integrated and suitable for more general scenarios of AMR manufacturing. It is also the only domestic controller that has passed the SGS TÜV SAAR functional safety certification, opening the door to the global market for domestic controllers. For the future, Yu Chengdong stressed that SEER will still adhere to the original intention, continuously improve the product performance, enhance the product competitiveness of the controller, help VW FAW engine to manufacture AMR more conveniently, further enhance the efficiency and effectiveness of cooperation between the two sides, and jointly achieve new development and new leaps. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6492aa5642366e003ae64b8f.png" width="850px" style="width:850px"/></div>▲Yu Chengdong speaks at the signing ceremony Dr. Raimund Rösch said that the stability and value of the SRC controllers in the industry are obvious to all, which is why we continue to choose SEER. The strategic cooperation between the two parties has deepened the partnership and we look forward to using this strategic cooperation as a new starting point to fully exploit our respective strengths and promote mutual development. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/6492aa9deba362003c3b663b.png" width="850px" style="width:850px"/></div>▲Dr. Raimund Rösch speaks at the signing ceremony Based on the core technology of mobile robot development, SEER continues to build industry-leading products with the SRC controller as its &quot;fist product&quot;, providing support and convenience for integrators, vehicle builders and partners to manufacture AMR independently, and enabling more industries to upgrade their intelligent logistics. Volkswagen FAW engines Volkswagen FAW Engine (Dalian) Co., Ltd. is a Sino-German joint venture between Volkswagen Group and China FAW, mainly producing the advanced turbocharged direct injection petrol engines of the Volkswagen Group, namely the EA888 series engines, with 1.8-litre and 2.0-litre inline 4-valve turbocharged direct injection (TSI) engines. As the most advanced engine manufacturer in China, its engine products will not only be equipped with domestic models but will also be exported to international markets. Since its establishment, Volkswagen FAW Engine has always adhered to the 12-word philosophy of [Innovation, Quality, Service, Saving, Dedication and Gratitude], and in line with the business and sales philosophy of [Essence-based, Professional and Persistent, Striving for Excellence] to absorb new ideas, strictly control the quality gate, and provide comprehensive service tracking to insist on making high-quality products. SEER Robotics SEER was founded by a team of RoboCup champions and is a product portfolio provider with a core of intelligent controllers and digital software. Headquartered in Shanghai, the company has a global presence in over 20 countries and regions.With the world&#x27;s leading technology and concepts, SEER&#x27;s product portfolio includes mobile robot controllers, mobile robots and related digital software to help end-use factories to become intelligent and digital.Guided by the brand values of &quot;Benefit People, Achieve Excellence, Be Entrepreneurial, Pursue Excellence&quot;, SRC has helped 400+ integrators and robotics manufacturers to manufacture AMRs in-house, covering the semiconductor, 3C, lithium-ion, photovoltaic, automotive parts, PCB, textile and medical industries.The SRC-3000FS is the latest safety controller developed by SEER, a controller that integrates navigation and functional safety, providing basic functions such as map building, positioning and navigation for mobile robots, as well as advanced functions such as automatic charging and 3D obstacle avoidance. This means that AGV/AMR devices will no longer require a safety PLC, allowing not only a lower overall cost for the mobile robot, but also a higher level of internal integration, making space compact and electrical connections simpler.The universal mobile robot controller SRC-2000 is divided into two models depending on the application scenario:SRC-2000-F(S): a universal laser SLAM navigation controller dedicated to the field of intelligent forklift trucks, supporting a single tiller wheel chassis model and allowing the construction of all types of intelligent forklift robots such as handlers, stackers, counterweights and three-way forks. It can support Curtis and Zapi forklift drivers to realize linear mechanism motion such as fork up and down, front and back, left and right, rotation, etc. The linear motor motion control can support script programming.SRC-2000-I(S): A universal laser SLAM navigation controller designed for mobile robots (AMR), supporting a wide range of chassis models beyond the single tiller wheel, allowing the construction of all types of mobile robots. It can support motor models such as jacking, roller, submerged traction and various linear mechanisms. The entire robot can be controlled by a single controller, and the linear motor motion control can support script programming. The product offers a wide range of interfaces for accessing various sensor devices, allowing advanced functions such as 3D obstacle avoidance, cage shelf recognition and 2D code positioning.

A delegation from Volkswagen FAW Engine visited SEER Robitics headquarters.

SEER Robotics and Volkswagen FAW Engine sign strategic cooperation agreement

Recently, SEER and AUBO have entered into a strategic partnership, and AUBO has awarded SEER the title of &quot;Best Ecological Partner of the Year&quot; to establish a long-term partnership. Both parties will work together on the professional research and development of laser SLAM collaborative robots, promote the development of collaborative robots towards high-precision navigation and integrated control, provide efficient and stable intelligent logistics solutions for multiple industries, and create the best partner for production lines. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/648ff206eba362003c3b6625.png" width="850px" style="width:850px"/></div> ▲ Best Ecological Partner of the Year Mr. Gang Li, President of AUBO Robotics, emphasized at the AUBO Partner Conference, &quot;The golden period of collaborative robotics has arrived, and multi-party collaboration will also be a major trend in the future market development.&quot; The collaboration between SEER and AUBO is not only driven by market trends, but also provides new development ideas for collaborative robotics solutions in 3C electronics, semiconductor, and healthcare industries. In these industries, composite robots have become a necessity, and the products in these fields are not only richer and more detailed, but also require higher precision and flexibility for intelligent human-machine collaboration. How to ensure more accurate grasping during robot operation and complete the complex assembly process of production line plugging and unplugging has become the key to research and development. In response to these challenges, SEER Robotics and AUBO Robotics have worked together to launch a mobile collaborative robot (pictured below), which has been successfully deployed on site by leading customers in the 3C electronics and semiconductor industries, providing a simple, convenient, safe, reliable, scalable, and efficient collaborative interaction experience. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/648ff795eba362003c3b6626.png" width="850px" style="width:850px"/></div> ▲ Collaborative Mobile Robot by SEER &amp; AUBO SEER provides high precision laser SLAM navigation and positioning technology to equip the robot arm with an industrial camera to ensure operational accuracy of ±0.5mm in 2D and up to ±1mm in 3D. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/648ff96beba362003c3b6627.png" width="850px" style="width:850px"/></div> The key component of collaboration, the robotic arm, which is provided by AUBO Robotics with a repeatable positioning accuracy of ±0.02mm, allowing long hours of continuous work with high precision requirements. Combined with the AUBO unified control system, the robotic arm can flexibly control collaborative robots, mobile chassis, vision and other equipment, eliminating the need for complicated operations and enabling a one-touch collaborative experience. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/648ffbe542366e003ae64b79.jpg" width="850px" style="width:850px"/></div>▲ Robotic Arm by AUBO Robotics As a leading collaborative robotics solution provider, AUBO focuses on the R&amp;D, production and sales of collaborative robots, developing collaborative robotics products with core intellectual property rights, localizing core components and controlling core technology independently, breaking the long-term monopoly of foreign countries. Its products have been widely used in 3C, automotive, medical and health care, new retail and other industries, providing customers with plug-and-play one-stop solutions with safe, stable and easy programming. The brand value of &quot;Achieving&quot; has always been the guiding principle of SEER Robotics, and it has formed a development model of full self-research of core technologies, which is in line with the development idea of independent and controllable core technologies of AUBO Robotics. Through a strong alliance, SEER and AUBO are working together to develop the collaborative robot market, starting from the scene, with innovation as the cornerstone, each providing superior technical support, sharing resources, and continuing to exert more energy to empower customers, and jointly being the long-termist practitioner of technological innovation in the industry. SRC丨Controller Building Solutions SEER SRC Series Core Controller have been developed to help 800+ companies build their own vehicles, further reducing the cost of building, learning and implementation for them. The SRC solution for integrators building AMRs is more than just an SRC controller, it is a full suite of technical services that encompasses the SRC&#x27;s large model library and advanced technical support. SRC makes building AMRs Easier.

Recently, SEER and AUBO have entered into a strategic partnership, and AUBO has awarded SEER the title of "Best Ecological Partner of the Year" to establish a long-term partnership. Both parties will work together on the professional research and development of laser SLAM collaborative robots, promote the development of collaborative robots towards high-precision navigation and integrated control, provide efficient and stable intelligent logistics solutions for multiple industries, and create the best partner for production lines.

SEER Partners - SEER Robotics and AUBO Robotics enter into a strategic partnership to develop a high-precision laser SLAM collaborative robot

Recently, SEER has officially reached a partnership with an integrator in Hubei. The SEER product portfolio has successfully helped the integrator to implement the latent AMR carrying project in the Material Center of the State Grid. Latent AMRs improve material transport efficiency and security and bring about the automatic and intelligent operation, thus facilitating the Material Center in increasing efficiency while reducing cost.<h3></h3>The integrator mainly serves customers in the fields of machinery, electrical equipment, hydraulic equipment, machine tool control, material control of the Testing Center of the State Grid, etc. Employing a large number of senior electromechanical engineers and senior technicians engaged in the development, design, modification, installation, and debugging of ordinary machine tools and CNC machine tools, it provides customers with one-stop professional high-quality services and products.<h3></h3>Thanks to the systematic training and teaching provided by SEER for partners and the rich on-site debugging experience of senior engineers from the integrator, the overall process is efficient and fast when the AMR carrying project in the Material Center of the State Grid is implemented. <h3></h3>SEER offers the integrator a standard product (AMR SJV-W1000) developed based on the SRC series core controller and the unified resource dispatch system (RDS). With SEER&#x27;s software and hardware product portfolio, the barriers in the whole plant caused by AMRs of various categories and from different manufacturers are solved. AMRs handle articles independently to reduce staff movement. In this way, the labor intensity of employees is greatly decreased while the accuracy of article transportation is significantly improved.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63f860a0eba362003c3b659f.gif"/></div><h3></h3>According to the actual situation and needs of the Material Center of the State Grid, the integrator has defined three key points for project implementation: First, AMRs can carry heavy loads. Second, AMRs should be rapidly deployed without changing the existing environment of the Material Center. Third, it should be ensured that AMRs of various categories and manufacturers can coordinate. SEER easily helps the integrator realize the above points through the combination of standard products.<h3></h3><h3 class="MsoNormal">I. SJV-W1000 and SJV-W3000: Superb Load Capacity and Long Battery Life</h3><h3></h3>In terms of super-heavy load handling, due to the lack of appropriate robots with a 3T load capacity, the integrator chose independent manufacturing and has successfully produced the jack-up handling robot with a 3T load capacity (SJV-W3000) by making use of SEER&#x27;s SRC controllers.<h3></h3>In addition, the laser SLAM standard jack-up handling robot SJV-W1000, a standard product of SEER, has been adopted to cater to the needs of 1T load transportation.SJV-W1000 and SJV-W3000 can easily identify various goods racks in the Material Center and accurately handle articles. With built-in large-capacity batteries, they are able to provide up to 8-hour uninterrupted service, thus meeting the requirement of continuous carrying in the workshop.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63f860a942366e003ae64af6.gif"/></div><h3></h3><h3 class="MsoNormal">II. Laser SLAM Navigation: Efficient, Accurate, and Highly Adaptable</h3><h3></h3>Taking advantage of SEER&#x27;s proprietary laser SLAM navigation technology, SJV-W1000 and SJV-W3000 are capable of quickly mapping with the laser. Robots can independently move through the process section under detection for rapid and accurate handling of pallets, without manual output and site modification.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63f860b6eba362003c3b65a0.gif"/></div><h3></h3>Even if the on-site production environment changes in the future, the robots can flexibly and quickly adjust the map by laser scanning and mapping. After that, the new deployment can be completed. This truly implements efficient, flexible, and trackless autonomous navigation to meet business upgrade needs.<h3></h3>Laser SLAM navigation not only saves the trouble of modifying the on-site environment but also shortens the delivery cycle. Moreover, it outperforms other navigation methods with a higher navigation accuracy. Through algorithm optimization, SEER can enable AMRs to achieve a repeat positioning accuracy of ±5 mm and interfacing accuracy of ±2 mm.<h3></h3><h3 class="MsoNormal">III. RDS: Collaborative Planning and Intelligent Dispatching</h3><h3></h3>At the deployment site, integrators usually employ AMRs and AGVs from multiple manufacturers. How to ensure the coordination among AMRs/AGVs of various categories and from different manufacturers has become an important topic.<h3></h3>As a result, SEER&#x27;s RDS has become the core of dispatching in the whole plant. The RDS collects information during the whole process by connecting with the on-site ERP system and flexibly assigns all AMRs in the plant for carrying through algorithm analysis, so as to avoid the waste of robot resources, ensure human-machine safety, and realize intelligent and lean production.<h3></h3>In the future, SEER will continue to support integrators in expanding their business in more machinery manufacturing industries. Through the combined application of SEER&#x27;s standard products, integrators can help end customers implement intelligent goods positioning and movement and promote the flexible and efficient upgrading of intelligent logistics in the plant, which will reduce costs while increasing efficiency.

Recently, SEER has officially reached a partnership with an integrator in Hubei. The SEER product portfolio has successfully helped the integrator to implement the latent AMR carrying project in the Material Center of the State Grid. Latent AMRs improve material transport efficiency and security and bring about the automatic and intelligent operation, thus facilitating the Material Center in increasing efficiency while reducing cost.

SEER Helps the Integrator in the Electrical Manufacturing Industry to Serve the State Grid in Intelligent Logistics Construction

What should be done when the customer&#x27;s factory workshop environment is complex and the existing standard AMR cannot meet its intelligent needs?<h3></h3>Based on the rich partner model library of SEER, a large number of non-standard car bodies are available for integrators to refer to. If there is an AMR that meets the needs, quick manufacturing can be carried out directly based on the corresponding model.<h3></h3>If not, the integrator can manufacture the AMR by itself based on the SEER SRC series core controllers. So in this case, is there an easier and faster solution?<h3></h3>Of course there is! SEER AMB series unmanned handling chassis is the best choice.<h3></h3>In summary, although the customer&#x27;s demand for AMR is non-standard, the demand for the AMR chassis is relatively standard. So, the customer can choose to directly purchase the chassis and expand various upper-level mechanisms on the basis of the chassis, which is more time-saving and energy-saving compared with manufacturing AMRs independently.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63ef3c0742366e003ae64af0.png"/></div>▲ Some vehicle manufacturing examples based on the AMB chassis<h3></h3>Following the product development concept of &quot;Supporting Non-standard Applications with Standardized Products&quot;, SEER extracts standard products from non-standard requirements and launches the AMB series of unmanned handling chassis by docking with a large number of integrators&#x27; vehicle manufacturing projects and summarizing service experience.<h3></h3>This is a general-purpose chassis specially designed for AMR applications. It provides core positioning and navigation, safety obstacle avoidance, and other functions for AMR applications, and provides a wealth of I/O, CAN, and other expansion interfaces for carrying various upper-level mechanisms on the chassis. Together with SEER system software, it can help integrators quickly complete the construction and application of various non-standard mechanisms, and easily cope with various special scenarios.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63ef3c1beba362003c3b659b.png"/></div><h3></h3>There are four mounting holes on the top of the AMB chassis to facilitate the expansion of various upper-level mechanisms, including jacking, rollers, manipulators, latent traction, PTZ, etc., so as to achieve multiple applications on one chassis. In the following, we will introduce the mechanisms with the most expanded types of AMB chassis in combination with actual industry scenarios.<h3></h3><h3 class="MsoNormal">1. Pneumatic Components Industry - Jacking and Rollers</h3>The working principle of the jacking mechanism is that the transmission assembly on the frame body rotates under the drive of the drive module to drive the cam to rotate, so as to lift up or down the jacking plate to carry heavy loads.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63ef3c2442366e003ae64af1.jpg"/></div><h3></h3>The roller mechanism refers to a cylindrical rotatable object in the machine. It is the power source commonly used in the machine, such as a motor-driven roller, that drives other materials forward.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63ef3c2aeba362003c3b659c.jpg"/></div><h3></h3><h3 class="MsoNormal">Scenario Interpretation:</h3>In a pneumatic component production workshop in North China, due to the need to frequently change the processing site for semi-finished products, traditional human transportation is not only inefficient, but also not conducive to realizing the informatization of workshop production. In order to achieve a high degree of informatization and automation, the workshop tries to introduce a complete set of intelligent logistics solutions to solve the problem of automatic docking between warehousing and production lines.<h3></h3><h3 class="MsoNormal">Solution:</h3>According to the actual situation on site, SEER assists the integrator in formulating the logistics automation transformation plan of the workshop, and proposes to introduce the AMB-based jacking roller robots and the AMB-based jacking robots.<h3></h3>The AMB-based jacking robot is used to complete material transportation between the warehouse and the production line. In the production line area, the AMB-based jacking roller robot is used to complete the production line docking of the blank preparation area, processing area, deburring area, measurement area, and cleaning area. Because the heights of the roller line at the customer sites are different, the combination of roller and jacking is used. The AMB-based jacking roller robot can adjust the height according to the station of the production line, and flexibly complete the production line docking task.<h3></h3><h3 class="MsoNormal">Solution Highlights:</h3>The workshop does not have a WMS system, so it is impossible to detect whether there are vacancies in the warehouse and the production line. Moreover, the logistics requirements for vehicles are relatively complex, which requires different types of robots to work together and cooperate with each other, and meanwhile needs to ensure the robot transportation safety in a complex environment.<h3></h3>Through RDS and MWMS software, SEER can realize the unified scheduling of the robots equipped and the overall logistics information monitoring of the workshop, implement the detection of warehouse locations and production line stations, and provide timely feedback to ensure transportation safety and improve transportation efficiency.<h3></h3><h3 class="MsoNormal">2. Electronics Manufacturing Industry - Latent Traction</h3>The traction mechanism is similar to a locomotive, and requires a mechanism to connect with the rear compartment (towed equipment) to control the traction mechanism. Its latent characteristics mean that the overall structure is low, so that it can easily drill into the bottom of the material to achieve flexible movement.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/63ef3c3142366e003ae64af2.jpg"/></div><h3></h3><h3 class="MsoNormal">Scenario Interpretation:</h3>There are three production areas and a large warehouse in an electronic manufacturing production workshop. In the past, manual forklifts were used to complete the material transportation between the warehouse and the production area, which is of large work amount and low efficiency, and also prone to potential safety hazards. Therefore, it is urgent to realize the logistics automation between the warehouse and the production area.<h3></h3><h3 class="MsoNormal">Solution:</h3>When assisting the integrator in formulating the overall solution, SEER proposes to introduce AMB-based latent traction robots to assist in realizing the transportation automation between the warehouse and the production area.<h3></h3>Installing PDA pagers in each production area can ensure that when there is a handling demand at the loading and unloading points of the production line, the demand order can be issued in a timely manner according to the storage location results, and then a latent traction robot can be selected to perform the traction task, thus completing the handling requirement between the warehouse and the workshop, and between the production lines in the workshop.<h3></h3><h3 class="MsoNormal">Solution Highlights:</h3>The narrow fixed passages, great change of the dynamic environment in some areas, and high staff mobility of the workshop can easily lead to a series of unpredictable dangerous situations such as collisions and deadlocks. The SEER robot has the basic function of autonomous and intelligent obstacle avoidance, so that it can effectively avoid pedestrians. At the same time, it uses reflectors to assist positioning in high-dynamic areas to ensure that the robot positioning will not be lost.<h3></h3><h3 class="MsoNormal">3. Continue to Upgrade and Expand Multiple Industries and Scenarios</h3>In order to meet the needs of partners going overseas and meet the European Union&#x27;s safety standards, SEER launched an upgraded version of the AMB unmanned handling chassis AMB-300XS at the end of 2022, with a built-in safety controller SRC-3000FS, with which the safety protection was upgraded. In addition, it passed the ISO CLASS4 cleanliness test, so it can be directly used in industries with high cleanliness requirements such as semiconductors.<h3></h3>The emergence of standard chassis directly lowers the threshold for AMR manufacturing, and lays a technical foundation for the wider application of AMR to various industries and scenarios. In the future, SEER will continue to optimize the technical support of AMB chassis and explore chassis applications for more subdivided scenarios and tracks, so as to contribute to the ecological construction of AMR.

What should be done when the customer's factory workshop environment is complex and the existing standard AMR cannot meet its intelligent needs?

Arbitrary Expansion and Flexible Deployment丨SEER AMB Chassis Application Collection

Forklift, picking, latent and other various autonomous mobile robots (AMRs) are shuttling between various types of devices for picking, handling, loading and unloading goods, and connecting all intelligent nodes in the factory.<h3></h3>Every company forges ahead to make industrial AMRs ignite new sparks and bring smarter and ultimate user experience. Customers are also expecting that.<h3></h3>Among many industrial AMR manufacturers, SEER, based on technology and driven by innovation, insists on producing every product well. Why should a factory choose SEER when introducing industrial AMRs? Today, we will introduce SEER from the most basic and direct products.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63e3737b96a8d6003be95bef.jpg"/></div><h3></h3><h3 class="MsoNormal">1. Do AMRs just replace the manual work?</h3>For the site of surface work, AMRs do replace the manual work, which not just reduces the labor intensity of manual work. Moreover, with AMRs introduced, the factory is able to streamline personnel, balance the demand for labor in off-peak seasons, reduce the error rate of work and create greater value in less time.<h3></h3><h3 class="MsoNormal">2. SEER provides many types of AMRs, and takes the controller as the core.</h3>AMRs can really bring about the above improvements by virtue of the powerful functions of built-in controllers. SEER has been delving into controller technology, and has jointly co-edited and published the Blue Book of Product Development of Special Controllers for Industrial Application Mobile Robots (AGVs/AMRs) (2022 edition). The SRC series core controllers developed by SEER ranks at the forefront in the global controller technology field. Therefore, SEER deserves the title of “Super Brain”. Among these controllers, the model SRC-3000FS has passed the SGS TÜV SAAR functional safety certification, making SEER the first in the world.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63e37387b5eef0003aeee8ad.png"/></div><h3></h3><h3 class="MsoNormal">3. AMRs can be deployed very fast, and are supported by the implementation software.</h3>The deployment of AMRs directly affects their subsequent operation in the factory. Besides, customers are also concerned about how to deploy multiple AMRs in the whole factory quickly and conveniently. With the one-stop implementation tool Roboshop Pro, multiple AMRs can be rapidly deployed at the same time and all intelligent devices with built-in SRC controllers can be managed and configured in a unified manner. Thus, the efficiency of deploying and managing AMRs can be improved.<h3 class="MsoNormal"></h3><h3 class="MsoNormal">4. AMRs work very efficiently, and the dispatch system is the key  factor.</h3><h3></h3><div class="media-wrap video-wrap"><video controls="" class="media-wrap video-wrap" src="//cdn1.seer-group.com/static/63e3739f96a8d6003be95bf0.mp4"></video></div><h3></h3>In addition, another key factor to ensure the orderly and efficient operation of AMRs in the whole factory lies in the AMR’s dispatch system. The unified resource dispatch system (RDS) of SEER arranges optimal routes for AMRs through the original intelligent algorithm, which not only ensures the efficient and correct operation of AMRs, but also ensures the rational planning of operation routes of multiple AMRs, thus realizing smooth traffic.<h3></h3><div class="media-wrap video-wrap"><video controls="" class="media-wrap video-wrap" src="//cdn1.seer-group.com/static/63e373aeb5eef0003aeee8ae.mp4"></video></div><h3></h3><h3 class="MsoNormal">5. AMRs are presented intuitively, with the visualization system as the carrier.</h3><h3></h3>A large amount of data and information generated when AMRs and various smart devices are used and operated are presented in a visual form through secondary processing and application, and the value generated from this may even far exceed the smart devices themselves. Meta-V, the data visualization system of SEER, creates a one-to-one virtual space by processing data and combining the concept of digital twin, and displays the changes of data information through the three-dimensional space, which makes the display of data information related to AMRs and all intelligent devices in the factory more intuitive, gives full play to the data value, and creates a truly digital intelligent factory.<h3 class="MsoNormal"></h3><div class="media-wrap video-wrap"><video controls="" class="media-wrap video-wrap" src="//cdn1.seer-group.com/static/63e373c796a8d6003be95bf1.mp4"></video></div><h3></h3><h3 class="MsoNormal">6. AMRs have become the mainstream product in the factory, and a more integrated warehousing system is the trend.</h3>The past warehousing logistics management system (WMS) paid more attention to the storage of goods. With the maturity and application of AMRs and various automatic warehousing logistics equipment, however, it is an inevitable trend in the future to realize the integrated operation and management of on-site warehousing logistics through “system + equipment”. SEER’s manufacturing warehouse management system (MWMS) integrated with warehousing and logistics realizes the one-stop complete services, which can not only complete the warehouse management, but also complete the automatic logistics handling in the factory.<h3></h3>SEER combines software and hardware and forms the complete product chain with the SRC controller as the core and system software Roboshop Pro, RDS, MWMS and Meta-V to help AMRs serve the factory more efficiently and help the construction of unmanned intelligent factories.

Forklift, picking, latent and other various autonomous mobile robots (AMRs) are shuttling between various types of devices for picking, handling, loading and unloading goods, and connecting all intelligent nodes in the factory.

Advantages of SEER’s Products

Looking back at 2022 with an environment full of challenges and uncertainties, SEER still achieved a substantial leap forward in its product competitiveness and market development capabilities!<h3></h3>SEER has served more than 1,000 customers worldwide, including over 30 large leading companies and over 400 integrators which have doubled this year.<h3></h3>SEER has rolled out a complete intelligent logistics solution, with the product application almost fully covering the key and basic industries, and penetrating the semiconductor, auto parts, 3C, lithium battery, electric tools, textile, and other industries.<h3></h3>SEER has won more than 100 valuable awards in 2022, covering software and hardware products, high-quality project solutions, and overall company performance.<h3></h3>SEER has attended 7 international large-scale exhibitions at home and abroad to have various products displayed at global exhibitions. The accelerated pace of globalization continues.<h3></h3>Ten amazing moments of the above-mentioned moments of SEER have been selected. Let us look back on these inspiring moments.<h3></h3><h3 class="MsoNormal">1. Gaining B-Round Financing Amounting to Hundreds of Millions of Yuan</h3><h3></h3>SEER secured the B-round financing worth several hundred million yuan in February 2022. It was invested by SAIF Investment Fund, IDG Capital, and Haolan Capital, with Scheme Capital serving as the exclusive financial advisor. The raised funds will be mainly used to increase product R&amp;D with intelligent controllers and digital software at the center, promote the large-scale implementation of more scenarios, and vigorously develops overseas markets at the same time.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea3726d653003c04d135.png"/></div><h3></h3><h3 class="MsoNormal"><a href="#wechat_redirect">2. Strengthening the Strategy with a Partnership Plan for Integrators</a></h3><h3></h3>SEER continued to deepen its product portfolio strategy for integrators—for smart manufacturing integrators in 2022 by providing a product portfolio centered on intelligent controllers and digital software.<h3></h3>Efforts have been made both at home and abroad. In China, over 50 offline training sessions for integrators have been held. Outside China, the recruitment of foreign integrator partners is also in full swing. Hundreds of integrators from more than 20 countries have become SEER integrator partners this year.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea3ef4e776003b7163c3.png"/></div><h3></h3><h3 class="MsoNormal"><a href="#wechat_redirect">3. SGS Functional Safety Certification success</a></h3><h3></h3>SRC-3000FS, a safe AMR controller independently developed by SEER, passed the SGS TÜV SAAR functional safety certification in March this year, which is currently the only controller product in the world that successfully passed the certification.<h3></h3>It marks the first breakthrough in global controller technology but also witnesses the birth of the commanding heights of domestic controller technology.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea4526d653003c04d136.png"/></div><h3></h3><h3 class="MsoNormal"><a href="#wechat_redirect">4. Publishing the first AMR Controller Blue Book in the world</a></h3><h3></h3>The Blue Book on the Development of Special Controller Products for Industrial Application Mobile Robots (AGV/AMR) (2022 Edition) under the title of and co-compiled by SEER was officially released on December 22, 2022. As the world&#x27;s first blue book on the AMR controller, it provides a reference value for future research and development in the field of mobile robot controllers.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea50f4e776003b7163c4.png"/></div><h3></h3><h3 class="MsoNormal"><a href="#wechat_redirect">5. Supporting two new operating systems</a></h3><h3></h3>In response to the policy calling for localized software, Roboshop Pro, a one-stop implementation tool of SEER, announced that it will officially support the two domestic operating systems of Galaxy Kylin and UnionTech UOS from December. Hence, it has been the first mobile robot deployment software that natively supports domestic operating systems and contributes to the ecological application development of the domestic operating system in the field of mobile robots.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea6626d653003c04d137.png"/></div><h3></h3><h3 class="MsoNormal"><a href="#wechat_redirect">6. Participated in international exhibitions and debuted at LogiMAT</a></h3><h3></h3>SEER made its debut in Europe by participating in the 20th LogiMAT—International Trade Fair for Intralogistics Solutions and Process Management in May. SEER exhibited a variety of products and solutions tailored for the European market and customers, officially opening the chapter of SEER&#x27;s entry into the European market.<h3></h3>In 2022, SEER products were exhibited in many countries, such as Germany, Japan, and South Korea. In 2023, SEER will continue to attend large international exhibitions held in the United States, Germany, and other countries.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea8df4e776003b7163c5.png"/></div><h3></h3><h3 class="MsoNormal"><a href="#wechat_redirect">7. Participated in the production of the Olympic Torch for the Winter Games</a></h3><h3></h3>AMB-150J, SEER&#x27;s latent jack-up handling chassis, has been successfully applied to the production workshop of the Olympic torch to meet the complex needs of the torch production. It accurately connects with large-scale production robots and ensures 99.99% timely supply, greatly improving the production efficiency of the torch and ensuring the &quot;last meter&quot; delivery of mass production.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea9426d653003c04d138.png"/></div><h3></h3><h3 class="MsoNormal"><a href="#wechat_redirect">8.Expanded products into the Semiconductor Intelligent Logistics sector</a></h3><h3></h3>Based on the particularity of the semiconductor industry, together with the real operating scenarios of each semiconductor factory, SEER has rolled out an intelligent logistics solution and launched a composite robot for the semiconductor industry. In pursuit of the optimum results in the market segment, SEER was among the top 30 in the list of service providers in the core process of china semiconductor IC R&amp;D and manufacturing digital intelligence in 2022.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbea9ff4e776003b7163c6.png"/></div><h3></h3><h3 class="MsoNormal">9. Establishment of the SEER Knowledge Base</h3><h3></h3>The SEER Knowledge Base was officially launched in 2022. &quot;SEER School&quot;, an open and complete knowledge base system, provides customers with explanations of SEER products, technical guidance, and automotive intelligence encyclopedias. Currently, the total number of users of the knowledge base has exceeded 5,000.<h3 class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbeb8426d653003c04d139.png"/></div><h3> </h3><h3 class="MsoNormal"><a href="#wechat_redirect">10. Offering online service with a 3D virtual showroom</a></h3><h3></h3>In November, to cushion the impact of the epidemic, SEER successfully upgraded the &quot;Zero&quot; space exhibition hall by creating a 1:1 virtual space. Integrating the core product portfolio of SEER, the 3D online exhibition hall is built based on the Meta-V data visualization system that creates a truly digital exhibition hall, shortening the distance between global customers and SEER products.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/63bbeb8ff4e776003b7163c7.png"/></div>

Looking back at 2022 with an environment full of challenges and uncertainties, SEER still achieved a substantial leap forward in its product competitiveness and market development capabilities!

10 of SEER's greatest memories from 2022

SEER eliminates all barriers to manufacturing AMRs!<h3 class="MsoNormal"> </h3>SEER has been striving for this goal and such a vision is becoming a reality.<h3 class="MsoNormal"></h3>How does SEER do this step by step? One of the keys is to the SRC series core controllers that are independently developed by SEER. As the most powerful brain of AMRs, how do SRC controllers improve the user experience for automobile manufacturing?<h3 class="MsoNormal"> </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/639155cb57319d003a63ddcb.png"/></div><h3 class="MsoNormal"> </h3>SEER&#x27;s solutions for integrators to manufacture automobiles are not only an SRC controller but a complete set of technical services covering SEER&#x27;s huge vehicle model database and advanced technical support.<h3 class="MsoNormal"> </h3><h3 class="MsoNormal">1. Specialized Training</h3><h3 class="MsoNormal"> </h3>SEER builds a [SEER Knowledge Base] by virtue of its complete technical systems. This base is all-inclusive and easy for integrators to check their problems and learn how to solve them.<h3 class="MsoNormal"> </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/639155df8ae5d8003b310902.png"/></div><h3 class="MsoNormal"> </h3>SEER also carries out training activities both online and offline, as well as field practices, including controller-based automobile manufacturing, AMR deployment, and AMR scheduling, among others. All these fully motivate integrators to learn and interact with each other.<h3 class="MsoNormal"> </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/639155e957319d003a63ddcc.png"/></div><h3 class="MsoNormal"> </h3>The assessment after training grants qualified integrators [certificates before work], demonstrating their ability to provide secure and reliable service support for terminal customers.<h3 class="MsoNormal"> </h3><h3 class="MsoNormal">2. Nine-Step Automobile Manufacturing</h3><h3 class="MsoNormal"> </h3>SRC controllers aim to simplify the manufacturing process from the source and improve the customer experience.<h3 class="MsoNormal"> </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/639155f38ae5d8003b310903.png"/></div><h3 class="MsoNormal"> </h3>Based on its internal efficient integration and the perfect configuration of each functional area, SRC controllers help integrators manufacture AMRs with only nine steps. Standardized manufacturing steps and streamlined manufacturing time help integrators increase their efficiency in the mass manufacturing of automobiles.<h3 class="MsoNormal"> </h3><h3 class="MsoNormal">3. Various Models</h3><h3 class="MsoNormal"> </h3>SEER has built a whole-process all-link vehicle model database covering numerous factories in different industries based on the non-standard requirements of customers at the customization stage and its experience in helping integrators make cars independently. This enables integrators to make optimal plans for vehicle model selection and car making and accelerate AMR manufacturing.<h3 class="MsoNormal"> </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img src="//cdn1.seer-group.com/static/639155fe57319d003a63ddcd.png"/></div><h3 class="MsoNormal"> </h3><h3 class="MsoNormal">4. Quick Deployment</h3><h3 class="MsoNormal"> </h3>Based on the field deployment requirements of the customers&#x27; factories, SEER provides a one-stop implementation tool—Roboshop Pro, for one-stop rapid deployment of multiple AMRs, and unified management and configuration of all intelligent devices with built-in SRC controllers.<h3 class="MsoNormal"> </h3><div class="media-wrap video-wrap"><video controls="" src="//cdn1.seer-group.com/static/6391561f8ae5d8003b310904.mp4"></video></div><h3 class="MsoNormal"> </h3>Regardless of the number of AMRs and the size of factories, with the support of Roboshop Pro, integrators can complete the field deployment of plant-wide AMRs within one day. The fastest deployment eliminates all unnecessary problems.<h3 class="MsoNormal"> </h3><h3 class="MsoNormal">5. Unified Scheduling</h3><h3 class="MsoNormal"> </h3>The unified resource dispatching system (RDS) aims for the efficient and collaborative allocation of AMRs and automatic logistics equipment in the whole factory. It helps terminal factories achieve the optimal unified scheduling of plant-wide resources by making full use of the data including the information about intelligent devices and the environmental status of the factory and integrating smart algorithms of AMRs, intelligent devices, personnel, and the environment. <h3 class="MsoNormal"></h3><div class="media-wrap video-wrap"><video controls="" src="//cdn1.seer-group.com/static/6391563157319d003a63ddce.mp4"></video></div>

SEER eliminates all barriers to manufacturing AMRs!

What Does SEER Do to Make Integrators Easier to Manufacture AMRs?

<div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/62ecd7d635c9cb003b0b34c9.png"/></div><h3></h3>Over the past six months, there have been many companies under intense survival pressure as a result of the epidemic, but there are still plenty of opportunities and challenges in the market. SEER has played a good hand in bucking the downward trend with its reliable products, innovative thinking, and strategic positioning.<h3 style="text-align:justify;" class="p" align="justify"> </h3>SEER has multiple-fold growth in both order volume and order value and successfully empowered more than 200 integrators in building AMRs on their own, propelling the mobile robot industry as a whole.<h3 style="text-align:justify;" class="p" align="justify"> </h3>Due to its increasingly marked market strategy, SEER is able to buck the downward trend by offering product portfolio for integrators with AMR controllers, mobile robots and digital software. Customer groups are clearer. SEER serves as the driving force behind the growth of integrators; the product + service model is more self-evident. The combination of hardware and software shows SEER’s industrial and technological advantages.<h3 class="p"> </h3><h3></h3><h3>I. The industrial scenarios are completely customized to cater to a sizable market of integrators</h3>A thorough analysis of the intelligent manufacturing industry and SEER’s practical experience in serving nearly 1,000 partners in the past years show that there aren’t any two work scenarios that are exactly the same, nor is there a model for a supposedly standard logistics solution for factories. Even for production factories of the same industry, there are significant differences in the scenario demands.<h3 style="text-align:justify;" class="p" align="justify"> </h3>The customized character of terminal factory scenarios necessitates a tailored implementation plan for each project, which gives birth to the widespread existence of integrators in the industry. Integrators play a crucial role in the intelligent and automation transformation and development of the intelligent manufacturing industry as they integrate different products to deliver industrial solutions on the upstream side and apply hardware and software to terminal factories on the downstream side. They tailor and implement solutions for specific scenarios.<h3 style="text-align:justify;" class="p" align="justify"> </h3>To sum up, integrators are a part of the vertically integrated business model that grows the industry to depth, whereas there are product companies in the market that are a part of the horizontally integrated business model. These companies, unlike integrators, do not concentrate on the deep and vertical development of a certain industry, but rather use their technical power to enhance the market competitiveness of their products.<h3 style="text-align:justify;" class="p" align="justify"> </h3>SEER just follows the horizontally integrated development model. Based on its solid technical background and capabilities of product definition and development, SEER has created hardware products + digital software systems centered on controllers to provide integrators with more cutting-edge and comprehensive products + services.<h3 class="p"> </h3><h3></h3><h3>II. SEER redefines standardized products and precisely addresses integrators’ pain points </h3>SEER has consistently followed the product development concept of “Standardized Products, Customized Applications” in the face of customized scenarios. How can standardized products respond to different scenarios? In fact, this standardized product is not the so-called standardized product.<h3 style="text-align:justify;" class="p" align="justify"> </h3>By analogy with mathematical definitions, the standardized product in the general sense is the “greatest common divisor”, whereas the standardized product in SEER’s view is the “least common multiple”. Standardized products, in the general sense, are not modifiable or customizable; however, SEER’s standardized products allow for modifications and are easy to use on top of being feature-rich. Rich functionality is critical to customers, but the ease of operation is just as crucial.<h3 class="p"> </h3>SEER’s standardized products are truly customer-based, allowing them to create their own - “I define the product I desire”.<h3 class="MsoNormal"> </h3>The mismatch between traditional standard implementation solutions and factory actualities has been cited by many customers of SEER as the biggest pain point they had in the past. Due to technical issues and market conditions, factories have limited options and may only adapt with implementation solutions, resulting in a substantial rise in time and labor costs.<h3 class="p"> </h3>Despite the fact that the market is flooded with integrators, it is difficult to escape the aforementioned issue. The major obstacle to the rapid deployment of integrators today is not the high price of products, unstable quality, or long delivery cycle, but rather how to achieve unified dispatch of diverse types of robots produced by different manufacturers. How can robots and customers’ operation systems be swiftly connected?<h3 class="p"> </h3><h3></h3><h3>III. SEER’s “3+2” products and services empower sustainable development of integrators </h3>If the redefinition of standardized products is the key to SEER’s breakthrough, then the overall service mindset, the availability of a mix of hardware and software products, and the addition of supporting services like knowledge base + training are essential for SEER to achieve sustainable development and win customers based on “products + services”.<h3></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/62ecd7e6a50204003c47ae01.jpg"/></div><h3 class="MsoNormal"></h3>SEER offers integrators not only a product portfolio of “controllers + mix of robots + software tools for rapid deployment”, but also a “knowledge base + training and certification” package, which will be a vital support for integrators to achieve implementation terminal factories.<h3 class="p"> </h3><h3 class="p">Three core products: controllers + AMRs combination + digital software</h3> <h3 class="p">1.1 Controllers: Powerful, easy to build your “own” AMRs</h3><h3 class="p"> </h3>SEER SRC series core controllers have been developed into a complete line of controllers, including the entry-level controller SRC-800, the standard functional controller SRC-2000, and the functional safety controller SRC-3000FS. They have four core advantages: standardized hardware and software, suitable for a variety of motion models; super adaptability, allowing for compatibility with major core component brands; support for multiple vehicle models and complex scenarios; responsiveness to non-standard needs with flexibility.<h3 style="text-align:left;" class="MsoNormal"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/62ecc232a50204003c47adfa.png"/></div><h3></h3>On top of the powerful features, AMR manufacturing is made easier for customers with SEER controllers. Integrators can use SEER controllers to build distinct AMRs that terminal factory customers desire, adapt them to different scenarios and satisfy non-standard requirements. SEER offers integrators a complete range of technical services, including hardware, software, technical solutions for car building, model selection and commissioning guides, as well as training, and service, in addition to a controller. SEER removes all barriers to integrators in building AMRs.<h3 class="p"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/62ecd82aa50204003c47ae02.png"/></div><h3></h3><h3 class="p">1.2 AMR: Adaptability to a variety of vehicle models and allow for easy dispatch </h3><h3 class="p"> </h3>In addition to controllers, SEER also offers a portfolio of AMR products. These AMRs are built by numerous integrators using SEER controllers for diverse scenarios, and create a library of SEER-based vehicle models that in turn, satisfy the demands of more integrators. SEER serves as a showcase platform for not only displaying AMRs created by numerous integrators, but also as a channel for other integrators to acquire AMRs.<h3 class="p"> </h3>On the basis of SEER controllers, all models of AMRs may be simply dispatched as a group, enabling integrators to solve the issue of unified dispatching of diverse types of robots in factories.<h3 style="text-align:justify;" class="p" align="justify"> </h3><h3 style="text-align:justify;" class="p" align="justify">1.3 Digital software: Rapid deployment, serving as a bridge between upstream and downstream demands </h3><h3 style="text-align:justify;" class="p" align="justify"> </h3>SEER’s product portfolio includes not only a series of hardware products based on SEER controllers, but also a series of digital software products that connect upwards to various customers’ work systems and downwards to all kinds of AMRs, allowing integrators to implement and complete field deployments more quickly. They include Roboshop Pro, a one-stop implementation tool; RDS, a unified resource dispatch system; MWMS, a warehouse logistics management system; Meta-V, a data visualization system; and RoboView, a visual AI solution.<h3 class="p"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/62ecd84535c9cb003b0b34cb.png"/></div><h3></h3><h3></h3>The key highlights of all SEER software systems are that they are “powerful and simple to use”.<h3 class="p"> </h3>Graduates with backgrounds in science and engineering can learn to design and deploy SEER software swiftly within a week, saving integrators a lot of labor costs; Roboshop Pro allows for low-code development, enabling integrators to make secondary creations and tailored implementation solutions depending on different customer circumstances. This allows rapid and seamless integration of AMRs with customers’ operation systems. RDS makes it possible to dispatch AMRs of different types and manufacturers in order to satisfy the integrator’s demands for unified AMR dispatch.<h3 class="MsoNormal"> </h3><h3 style="text-align:justify;" class="p" align="justify">Two supporting services: knowledge base + training certification</h3><h3 style="text-align:justify;" class="p" align="justify"> </h3>The product portfolio is vital for SEER to gain a foothold in the market. In addition to enhancing the product vulnerability, the back-end services are also critical to customer repurchase. SEER’s product repurchase rate topped 60% in the first half of this year, and this is closely related to SEER’s two service systems.<h3 class="p"> </h3>SEER has exported a complete knowledge base system with extensive technical coverage and open documentation. SEER has also developed a training and certification mechanism. Integrator customers will receive professional face-to-face technical training from SEER and be awarded certificates after the training. SEER will remain effective at answering questions and delivering prompt service whenever needed. Through a comprehensive service system, SEER is dedicated to enhancing the technical proficiency and professional standing of the integrator’s implementation staff and empowering the execution of terminal projects.<h3 class="p"></h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1.seer-group.com/static/62ecd865a50204003c47ae03.png"/></div><h3></h3>Technical power and a comprehensive product + service system enable SEER to constantly adapt to the market, update products, and innovate services. SEER always cares for intelligent manufacturing integrators and provides them with product portfolios centered on intelligent controllers and digital software. The “3 + 2” composite model empowers integrators and propels the substantial development of intelligent manufacturing.

A close partner of intelligent manufacturing integrators, SEER provides product portfolio with AMR controllers and digital software as core competence. 

Bucking the downward trend! SEER is working to further develop its product portfolio strategy for integrators

<h3 style="text-align:start;" size="0" _root="undefined" __ownerid="undefined" __hash="undefined" __altered="false">Ⅰ. Key equipment to build a smart factory: composite mobile robot</h3>The composite mobile robot similar to the &quot;human&quot; is the key equipment to complete various complex operations and enable the links in the factory to be integrated. But the composite mobile robot industry still faces application problems such as diversified businesses, complex scenarios, multiple systems, and long project cycles. However, endless emerging products can&#x27;t solve the above problems. The industry is in the dilemma that new problems continue to appear and old problems have not been solved yet.How to solve the application problem is the most important thing to promote the development of enterprises. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623816f508f9e5003a110afd.png"/></div> <h3>Ⅱ. Mobile Robot (AGV/AMR) Industry Alliance: composite Mobile Robot Special Forum</h3>At the Composite Mobile Robot Special Forum specially organized by the China Mobile Robot (AGV/AMR) Industry Alliance, Liu Yang, the key account manager of SEER Intelligent, gave a keynote speech, &quot;Analysis of Pain Points and Countermeasures of Application of Composite Mobile Robot&quot;. Based on the industry, he started from the product, deeply analyzed the current pain points of the application of composite mobile robots, and gave corresponding countermeasures. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6238172808f9e5003a110afe.JPG"/></div> 1. Diversified businesses, complex scenarios, and difficult productization.The industry is still in the stage of conceptual exploration and trial, and lacks experiments and attempts in concrete scenarios; semiconductor, 3C, inspection, and other scenarios are complex, and robot hardware scenarios are customized, and it is difficult to form a standard.2. The structure is complex, the project cycle is long, and the deployment efficiency is not high.The complex system structure gives rise to more connecting interfaces, lowers the smoothness of system coordination, and leads to low deployment efficiency.3. Multi-process and multi-system design.The information flow is not smooth, the production process is discrete, and data is not shared; when a single unit is connected to different systems, information between systems is not smooth. <h3>Ⅲ. Targeted solutions accelerate industry development: solutions help upgrade smart manufacturing</h3>SEER Intelligent provides solutions covering AMR, composite mobile robots, software systems for many industries such as 3C, textile, semiconductor, e-commerce retail, and has a large number of solutions that have been implemented. SEER Intelligent comprehensively integrates the findings in the practice of the cases, and feeds them back to the development of the product, and makes the constant adjustment, strives to polish solutions that are suitable for multiple industries, help customers in various industries to get through the close siege in the market, and realize the advancement of intelligent manufacturing.1. System construction; Steadily advance productizationPowerful controllers, intelligent vision algorithms, and advanced software systems can solve the application problems of diverse businesses, complex scenarios, and difficult productization.① The composite robot with the strongest core and organic integration of hardware will definitely appear in various applications as an independent product. When building a composite robot system, the organic combination of software, algorithms, and hardware is an important trend in the development of composite robots. It can extract common features in many non-standard application scenarios and pave the way for the realization of standardization. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/62381774b88f44003b05ddfc.png"/></div> ② Intelligent visual algorithms create the core of flexible manufacturing.Vision AI provides high positioning and pick-and-place redundancy for composite mobile robots, which is the core link of flexible intelligent manufacturing. It can make the whole process more convenient, stable, and precise in both technical and application fields, which opens up space for the application of composite robots. With the deep development of AI technology in the field of robotics, more AI-based robotic products will emerge in the future. With the power of AI, the productization of composite mobile robots will advance to a new stage. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623817a508f9e5003a110aff.png"/></div> ③ Advanced software systems can ensure the rapid implementation of the project. The software foundation is the guarantee that determines the rapid deployment and implementation of the composite mobile robot. One of the productization problems of the most current composite mobile robots is the poor on-site deployment conditions, low efficiency, and the lack of effective system software to assist on-site personnel. Therefore, in the long run, the software system that works with the composite robot system must develop in the direction to be simpler and more efficient.SEER Intelligent has invested a lot of energy in this area, unified the robot calibration, teaching, use, and other processes in RoboShop Pro, again reducing the skill requirements of the construction staff, greatly speeding up the on-site implementation progress, and ensuring the overall progress of the project. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623817f3b88f44003b05ddfd.png"/></div> 2. Higher compatibility, better adaptabilityThe solution can solve the application problems of complex structure, long implementation period, and low deployment efficiency, realize the rapid implementation of the plan, and reduce the loss of implementation time. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/62381824b88f44003b05ddfe.png"/></div> 3. Standard interfaces (API) enable all systems and information islands to be integratedAt present, the major manufacturers in the field of composite robots are basically at the same level. Players mainly include three major categories of individual players (their own chassis + own arms), cooperative players (their own chassis + other arms/other chassis + own arms), and integrated players (other chassis + other arms). The advantage of SEER Intelligent lies in its in-depth research of the control, as well as its own exclusive skills: navigation and motion control of the sports chassis. First of all, in terms of the sports chassis, the whole car is guaranteed to be reach the same site every time, laying the foundation for the further operation of the composite robot. At the same time, it can independently research and develop the vision system to escort the visual perception of the arm. And the strong cooperation with the manipulator manufacturers provides strong support on the two largest key technical points of the composite robot.But we will also face the segmentation of a process in the real environment and the connection of multiple systems. Therefore, in the future, the joint efforts of major manufacturers and customers will be required to form an overall standard for composite robots. At present, integrating multi-level tasks into one system and one-time implementation, such as the task chain of RoboShop Pro of SEER Intelligent, can effectively divide multi-level tasks into sub-tasks, which can be completed in one implementation smoothly. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6238186e08f9e5003a110b00.png"/></div> Furthermore, the control, state, and interaction standards of composite robots are also very important. Especially the development of electrical interface and software communication interface is more urgent. In the aforementioned large industries, composite robots usually need to be connected to other control, display, or interactive systems. A &quot;common language&quot; (API) needs to be agreed upon between various systems, and the situation of information islands will be greatly improved. In addition, the deep research of specific business scenarios is of great help in improving the problem of unsmooth information, and it is helpful to the product iteration of major companies and industries. Therefore, it is extremely urgent to cultivate a group of talents who understand business and grasp skills. <h3>Ⅳ. &quot;Blue Book on the Development of Composite Mobile Robot Industry 2021 Edition&quot;--Blue Book on the Industry Development has been Released Officially</h3>The &quot;Blue Book on the Development of Composite Mobile Robot Industry 2021 Edition&quot; compiled by SEER Intelligent and other leading companies in the industry was officially released. This &quot;Blue Book&quot; aims to study and analyze the development and characteristic trends of the composite mobile robot industry in China from 2020 to 2021. It adopts a combination of qualitative judgment and quantitative analysis to analyze the development status of China&#x27;s composite mobile robot industry in-depth, and provide the reference basis for development direction, path, and mode for the majority of domestic enterprises, provides reference basis for selection of application-side customers and promotes the application of composite mobile robots.

The composite mobile robot similar to the "human" is the key equipment to complete various complex operations and enable the links in the factory to be integrated. But the composite mobile robot industry still faces application problems such as diversified businesses, complex scenarios, multiple systems, and long project cycles. However, endless emerging products can't solve the above problems. The industry is in the dilemma that new problems continue to appear and old problems have not been solved yet.

What Does the Industry Do to Make the Perfect Compound Mobile Robot?

Looking at the status quo of factories in China, two major issues are invisibly blocking the smart manufacturing process of enterprises. One is complex industrial use scenarios and many long transformation experiences, which have discouraged many companies from smart manufacturing; the other is most smart logistics enterprises cannot have products/solutions to support the application of complex industrial scenarios. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623811ed08f9e5003a110afb.JPG"/></div> SEER Intelligent has been dedicated to providing customers with one-stop smart manufacturing and smart logistics solutions. How does SEER Intelligent conduct an in-depth analysis of the various complex scenarios in the factory? And how does it provide a standard solution that can be implemented quickly? <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623811f5b88f44003b05ddfb.JPG"/></div> <h3>Ⅰ. Analysis of five major industrial scenarios</h3>1. Under complex industrial production lines and scenarios, it is difficult to standardize chassis products2. Segmentation optimization of production scenarios, resulting in the mixed uses of forklifts, bin trucks, chassis trucks, tractors, and other vehicles3. The handling process is connected with cleaning vehicles, shuttle vehicles, and stackers, confusing the connection of links4. The solution is not intuitive, and customers can&#x27;t see the effect clearly. If the plan is modified while implementing it, it will not be possible to guarantee the cycle of project implementation.5. The brand trust that is established in the long term and reliance on system operation are difficult to change <h3>Ⅱ. SEER Intelligent: Quickly build non-standard solutions with standardized products</h3>1. SRC series core controllerReduce the complexity of production lines and mixed uses of models from the root <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/62381012b88f44003b05ddf7.jpg"/></div> 2. SEER AMRThe huge model library covers various models of first- and second-tier brands at home and abroad; SEER AMR has a full range of mobile robots, covering all links of in-plant logistics. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623814cc08f9e5003a110afc.png"/></div> 3. MetaV data visualization systemDigital Twin and bionic function ensure the clear and quick view of deployment effect and that the plan is predicable, solving the problem of implementation and modification at the same time.4. RoboView visual AI solutionUse vision AI to achieve the overall improvement of the plan, and use smarter vision algorithms to accelerate the rapid implementation of the project. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6238111308f9e5003a110afa.gif" width="750px" style="width:750px"/></div> 5. MWMS warehouse logistics management systemA warehousing logistics management system that will make users feel that &quot;the system should be like this&quot;! <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6238114ab88f44003b05ddfa.png"/></div> Building a non-standard solution with standardized products is the new upgraded corporate strategy of SEER Intelligent in 2021. SEER Intelligent&#x27;s comprehensive and powerful solutions that can be implemented quickly help companies realize intelligent transformation and upgrading, and achieve the goal of reducing costs and increasing efficiency. If you want to know more about building a non-standard solution with standardized products, you can click on the picture to quickly read it.At this CMR Industry Alliance Annual Meeting, three internal industry reference materials of the &quot;Compilation of Classic Cases of China&#x27;s Industrial Application of Mobile Robots and Collection of Technical Development Papers&quot;, &quot;Research Report on the Development of China&#x27;s Box Storage Robot Industry in 2021-2025&quot;, and &quot;Blue Book on the Development of Composite Mobile Robot Industry 2021 Edition&quot; were also released.

SEER Intelligent Builds Non-standard Solutions with Standardized Products, Promotes the Rapid Implementation of Projects, and Realizes the Advancement of Intelligent Manufacturing!

In factory production, the connection of multiple systems and the control of multiple controllers make the already complex production environment more complicated. The infrastructure and mobile robots that are separated from the unified scheduling will cause the factory to invest more in manpower, financial resources, and material resources while lowering the expectations for intelligent transformation.If a company has a truly self-developed overall solution and a series of controllers that can control various infrastructures, can these troubles be solved altogether? <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231bd0a38ef13003b9bd0b1.jpg"/></div> With the accumulation of experience in hundreds of projects in dozens of industries, SEER Intelligent has encountered various practical problems in production. Engineers did not choose to ignore these inconspicuous problems that plagued the company but went deeper to find out the logic behind these questions and the way to solve complex problems and then turned them into answers.Our protagonist was born in this environment. SRC-800 is more than an AMR controller, it is a controller that can truly control and deploy the entire plant&#x27;s facilities. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231baef38ef13003b9bd0ad.jpg"/></div> SRC-800 is a series of entry-level navigation controllers newly developed by SEER Intelligent. It supports various application scenarios, can achieve various types of navigation methods and can build different types of robots. In the non-navigation field of smart factories, SRC-800 can also be used to control infrastructure such as elevators, charging piles, and automatic doors in smart factories, realizing one-stop control for smart factories. <h3>Five characteristics:</h3><h3>Make there are no boundaries of the control anymore </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231bda9966466003a30a127.png"/></div><h3> Control the whole factory</h3><h3>Break through the imagination </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231be9238ef13003b9bd0b2.jpg"/></div> <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231bedd966466003a30a128.jpg"/></div> <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231bf3738ef13003b9bd0b3.jpg"/></div>

In factory production, the connection of multiple systems and the control of multiple controllers make the already complex production environment more complicated. The infrastructure and mobile robots that are separated from the unified scheduling will cause the factory to invest more in manpower, financial resources, and material resources while lowering the expectations for intelligent transformation.

More Than AMR! The New Arrival SRC-800 Comes into View!

What else is powerful about the new SEER controller - the SRC 3000FS Safety AMR controller? <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231a3dc9f38b7003b28a14c.jpg"/></div><h3> A controller born for safety</h3>For robots connecting with humans closely, it is especially important to ensure their safety. SRC-3000FS introduces safety methods and measures into products in the design process and undergoes rigorous verification tests to produce high-quality products.Currently, SRC-3000FS supports a rich list of security peripherals as follows: <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231b36358804b003a6b8220.jpg"/></div><h3> A safety AMR controller certified by SGS</h3>Transfer robots involve the safety of both mechanical and electrical levels, and it is more necessary to carry out a safety program demonstration, take adequate safety measures and pass relevant certifications.SRC-3000FS is the world&#x27;s first safety controller integrating functional safety and laser SLAM navigation technology and is certified by SGS. It complies with IEC61508 SIL2 and ISO13849-1 Cat.3 PLD safety level, can design AMR under ISO3691-4 standard, and perfectly support safe two-wheel differential and single steering wheel AMR. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231a4189f38b7003b28a14d.png"/></div> 急停按钮：Emergency stop switch避障激光：Obstacle avoidance laser安全编码器: Safety encoderGraphical representation: SRC-3000FS To build AMB-300XS <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231b3d99f38b7003b28a154.png"/></div> 导航激光：Navigation laser光电开关：Optoelectronic switch齿尖安全接近开关：Safety proximity switch for prongs安全激光：Safety laser安全急停按钮：Safety emergency stop switch 舵轮安全转向接近开关：Safety steering proximity switch for the steering wheelAn irreplaceable safety AMR controllerThere are many complex application scenarios, such as explosion-proof requirements inflammable and explosive environments, low-temperature protection requirements in cold-chain logistics systems, and cleanliness requirements in dust-free environments. Intelligent manufacturing products are facing comprehensive safety requirements covering multiple disciplines such as mechanical, electrical, software programming, logic control, and sensing.Whether you want to build an AMR that conforms to export standards, or want to apply for safety certification of the complete machine, or achieve intelligent transformation for your own company, SRC-3000FS is an indispensable controller. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6231a4629f38b7003b28a14e.jpg"/></div>

What else is powerful about the new SEER controller - the SRC 3000FS Safety AMR controller? For robots connecting with humans closely, it is especially important to ensure their safety. SRC-3000FS introduces safety methods and measures into products in the design process and undergoes rigorous verification tests to produce high-quality products.

Do You Want to Do AMR Safety Certification for the Whole Machine? SRC3000FS is Essential!

<h3 style="text-align:left;" size="5" _root="[object Object]" __ownerid="undefined" __hash="undefined" __altered="false">SEER AMR</h3><h3 style="text-align:left;" size="5" _root="[object Object]" __ownerid="undefined" __hash="undefined" __altered="false">Autonomous Mobile Robot Solutions</h3>Complete Suite of AMRsComprehensive coverage of Latent Jacking Robots, Picking Robots, Automatic Forklifts, Composite Robots, Roller Robots, Shuttle Picking Robots, and more.Full-Process Site LogisticsSuitable for all aspects of site logistics, including loading and unloading, sorting, moving, bin stacking, material cage stacking, pallet stacking, warehouse inbound/outbound, and line-side deposit/access.A unified dispatching system connects all product categories for efficient collaboration. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6265303167cdb0003b8b89f9.jpg"/></div><h3 style="text-align:left;" size="5" _root="[object Object]" __ownerid="undefined" __hash="undefined" __altered="false"> AMR Series Products | SEER AMR</h3>Standard AMR ChassisThe AMB (Auto Mobile Base) series are standard AMR chassis equipped with laser SLAM technology; core mapping, positioning, and navigation functions; and abundant internal extension ports. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6265305143f93e003afb1fc8.jpg"/></div> Automatic ForkliftThe SRC-powered laser SLAM automatic forklifts come equipped with an internal SRC core controller along with 360° safety to meet the requirements of loading and unloading, sorting, moving, high-elevation shelf stacking, material cage stacking, and pallet stacking application scenarios. This series of robots features a wide range of models, a large variety of loads, and supports customization to provide powerful solutions for the moving of pallets, material cages, and racks. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6265306443f93e003afb1fc9.jpg"/></div> Standard Latent Jacking Transfer Robot The AMB-J and SJV series of laser SLAM standard latent jacking transfer robots come equipped with an internal SRC core controller and smart recognition functionality. They are capable of satisfying a variety of transfer scenarios with a load of 150-1000kg, and provide efficient and rapid solutions for rack transfer.<div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6265307543f93e003afb1fca.jpg"/></div> Box Moving RobotThe world’s first laser SLAM Multilayer Picking Robot, equipped with SRC series core controllers. By utilizing Visual AI, the controller realizes the accurate picking and placement of materials and flexible matching of multiple operational heights to meet the flexible connection requirements of different platforms such as rollers, shelves, latent AGVs, and manual workstations, and serves as the perfect facilitator for factory’s lineside warehouses. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6265308743f93e003afb1fcb.jpg"/></div> Customized AMRsSEER’s non-standard AMRs powered by standard AMR chassis is based on the company’s concept of ““Standardized Products, Customized Applications”. This meets the moving demands of various highly customized scenarios. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/626530a767cdb0003b8b89fa.jpg"/></div> Other AccessoriesSpecial accessories for robots (primarily charging piles and handheld devices) provide users with a more flexible and efficient experience. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/626530b643f93e003afb1fcc.jpg"/></div><h3 style="text-align:left;" size="5" _root="[object Object]" __ownerid="undefined" __hash="undefined" __altered="false"> Robot Selection Guide</h3>There are many kinds of autonomous mobile robots , and many customers will be confused when they see so many types of robots -【What kind of robots can we use, and what kind of robots can solve the problem in my present scenario?】Don’t Worry! SEER has Two Steps to Solve Your ProblemStep1.Select the appropriate AMR in accordance with the standard load type： <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/626530e443f93e003afb1fcd.jpg"/></div> Then，according to the standardized products, customized applications to solve the problemsStep2.Select corresponding standardized solutions in accordance with application scenarios. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/626530f867cdb0003b8b89fc.jpg"/></div> What if there is no standard product in the existing standardized solution? SEER can also provide the following services, full coverage of your autonomous mobile robot needs!1. Provide the Standard Chassis+ Secondary DevelopmentProvide the standard and simplest AMR chassis AMB/AMB-J/AMB-XS, it is enabled by the standard controller and software, support the scripted programming, control random complex non-standard upper mechanism2. Provide the Robot Design and Manufacturing Consulting ServicesProvide the screened and tested high-quality standard parts, and instruct the users to independently design and manufacture the robot meeting the characteristic demand (it is still enabled by the standard controller and software) <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6265310743f93e003afb1fce.jpg"/></div>

Comprehensive coverage of Latent Jacking Robots, Picking Robots, Automatic Forklifts, Composite Robots, Roller Robots, Shuttle Picking Robots, and more.

SEER Has All the Autonomous Mobile Robot Solutions Which You want

<h3 class="MsoNormal">SRC Series Core Controllers</h3><h3 class="MsoNormal">Super High-Speed AI Engine</h3>SRC Series Core Controllers are universal controllers designed for mobile robot (AGV, AMR,Automatic Forklift, etc) applications providing mobile robots with core functions such as mapping, positioning and navigation, and model editing. The product integrates the core components of mobile robots and works with our powerful client software (Roboshop Pro) to help users quickly deploy robots. The SRC series core controller can also transform into a controller for smart factory infrastructures such as automatic charging stations, automatic doors, elevators, traffic lights, and more. By providing a unified scheduling interface framework, the SRC series core controller facilitates the intelligent transformation and enhanced automation of factories in a comprehensive manner. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623071c49f38b7003b28a121.png"/></div><h3 style="text-align:left;" size="0" _root="undefined" __ownerid="undefined" __hash="undefined" __altered="false"> SEER | AMR Controller Solutions</h3><h3 style="text-align:left;" class="MsoNormal" align="left">Make Building AMRs Easier</h3>The SEER Controller Solution provides clients with not just a SRC series controller, but also a full suite of technical services covering SEER’s huge model library and advanced support. The solution includes: <h3> SRC Advantages</h3>1. Standardized Software/Hardware Configurations Supports a Variety of Models When integrated with the Robokit unified control software, SRC series core controller can support a variety of motion models, various large forklift models, along with various omnidirectional heavy-duty chassis configurations through SEER’s one-stop implementation software (Roboshop Pro). While ensuring the lowest possible learning costs, SEER provides clients with solutions for different types of AMR through a single controller. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623072299f38b7003b28a122.jpg"/></div> 2. Ultra-Adaptability + Major Brand Compatibility In addition to its powerful functions, SRC series core controller boasts a wide range of compatibility. SEER has completed product adaption with major sensor and motor manufacturers, and will continue to work closely with them to develop an AMR ecosystem.3. Large Model Variety for Complex ScenariosVarious types of AMRs powered by SRC series core controller provide solutions to over 20 industries, solving a variety of problems across a wide range of applications scenarios. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6230725c58804b003a6b81f1.png"/></div> 4. Adaptable to Non-Standard DemandsThe powerful hardware and software capabilities of SRC controllers help flexibly meet non-standard client demands. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623072849f38b7003b28a123.jpg"/></div> <h3>Product Map of SRC Series Core Controller </h3><div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623072a158804b003a6b81f2.jpg"/></div>

SRC Series Core Controllers are universal controllers designed for mobile robot (AGV, AMR, Automatic Forklift, etc ) applications providing mobile robots with core functions such as mapping, positioning and navigation, and model editing. 

SRC Series Core Controllers | Super High-Speed AI Engine

On May 24th, 2021, SEER Strategic Cooperation with Hilti, a Giant in Power Tool Industry. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623056bcd4282f003b1ac71c.jpg"/></div> Left- Owen, General Manager of HiltiRight- Lu Jian, East China Sales Manager of SEER <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623057182c57e2003a0508ab.png"/></div> Hilti is a power tool manufacturer integrating R&amp;D, design and production, committed to providing advanced tools, technology, software and services to the global construction industry. It is headquartered in Liechtenstein, Germany. Many innovative projects are presented by this world-renowned multinational company. <h3>SEER · Hilti Smart logistics solutions</h3>SEER is able to provide one-stop smart logistics solutions for Hilti for production line distribution and finished product delivery. <h3>Solution</h3><ul><li>SRC-powered Laser SLAM Mini Automatic Forklift SMF-MP10S</li><li>Automatic charging station</li><li>Seer Enterprise Enhanced Digitalization (SEED) —— SEED RDS</li><li>Unified dispatching management of field equipment (door control, elevator control, storage location, etc.)</li></ul> <h3>Highlights of the solution</h3><ul><li>Solve the copyright issues of foreign-funded enterprises on system development data and support multiple data development</li><li>Solve the instability of customer&#x27;s external equipment network through the built-in SEER SRC network card</li><li>SEER provides vehicle dispatching system, sensor signal access system, door control management system, empty and full state management, gantry communication, login window customization, large-screen display customization, abnormal error handling</li></ul> <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/62305854d4282f003b1ac71d.png"/></div><h3> Further strategic cooperation Empower European factories</h3>In the cooperation with domestic factories, SEER, with its one-stop logistics system solution, attracted Hilti headquarters’ attention to its professional service, excellent hardware products, and user-friendly software. Therefore, Hilti hopes to cooperate with SEER not only domestically, but also to support its European factories abroad.

On May 24th, 2021, SEER Strategic Cooperation with Hilti, a Giant in Power Tool Industry. Hilti is a power tool manufacturer integrating R&D, design and production, committed to providing advanced tools, technology, software and services to the global construction industry. It is headquartered in Liechtenstein, Germany. Many innovative projects are presented by this world-renowned multinational company.

SEER Strategic Cooperation with Hilti, a Giant in Power Tool Industry

With the continuous upgrading and implementation of smart manufacturing, more and more attention has been paid to smart handling and smart logistics in factories. The introduction of AI technology into various scenarios in factories where robots and AMR are deployed has gradually become a new trend. At this stage, how to deploy vision technology into applications more conveniently, practically, safely and stably will become the key point of combining AI with robot applications.And RoboView, the smart AI logistics system developed by Shanghai Seer Intelligent Technology Corporation (SEER) has its own &quot;insights&quot; in solving these key points. <h3 style="text-align:center;">The visual applications of smart AI logistics system RoboView</h3>Due to the complexity of the industrial scene, it is not easy to introduce cutting-edge visual technology into the work scene. The most critical point is how to easily implement the cutting-edge visual technology into practical applications and allow customers to quickly master the skills. Especially in 3D vision applications, it is required to accurately locate and evaluate objects in 3D scenes. However, due to the high difficulty of R&amp;D and deployment at this stage, its application is often not as common as 2D technology. However, with the development of technology, 3D technology will eventually become the future trend and get more applications. The figure below shows the process of RoboView in a typical 3D application. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/62302fe92c57e2003a0508a1.png"/></div>3D vision in the 3D capture task: The pose of the target needs to be recognized For example, in AGV logistics and warehousing, in order to effectively manage the goods, 3D vision technology is needed to complete the handling and stacking tasks. However, due to the large differences in the actual factory environment (different lighting conditions), the scene changes and the large difference in the size of the goods (from a few hundred to several thousand millimeters) and large difference in the accuracy requirements for handling and stacking tasks (from millimeter-level to centimeter-level) and other reasons, it is necessary to formulate corresponding plans for specific customer scenarios, which will bring great difficulties for both R&amp;D and deployment.In order to make the deployment of such applications simpler and more efficient, SEER integrates its own developed vision algorithm library, camera library, and robot library into a vision application platform, so that you can flexibly choose and use the corresponding cameras and programs. For example, choose the camera that truly fits the application from hundreds or more produced by more than a dozen manufacturers, and directly select the corresponding algorithms and robots, so as to truly achieve the aim of acting according to actual circumstances.This vision application platform is the RoboView, the smart AI logistics system developed by Shanghai Seer Intelligent Technology Corporation (SEER). Supported by its powerful algorithm capabilities, through one-click deployment, it not only reduces costs, but also greatly improves deployment efficiency. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623030add4282f003b1ac714.png"/></div>The application library of RoboView We all know that the emergence of visual technology is to solve practical problems. As far as the current workshop or factory is concerned, the biggest problem encountered is the low efficiency of storage location management, and RoboView can integrate location management more &quot;smartly&quot; into the system. For example, the AGV scheduling system can make the automated logistics system more streamlined, reduce management costs and improve management efficiency.In fact, for the storage location management system implemented by RoboView, workers just need to deploy a few cameras and a vision server in the warehouse that needs storage location management and run the RoboView to complete storage location management. At this time RoboView will be responsible for all the tasks of storage location management, and it will be connected with the scheduling system to complete the storage location management tasks in &quot;quiet&quot;, such as full/empty storage, out/in storage, error in storage and other rich management ability. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623032dcd4282f003b1ac717.png"/></div>Schematic diagram of the storage location management system implemented by RoboView In addition, in some dense storage areas, even if more sensors are installed on the automatic forklift, some dangerous situations cannot be avoided, such as the situation in the following figure: <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6230331e2c57e2003a0508a4.png"/></div>Some dangerous situations that may be encountered in dense storage areas As can be seen from the above figure, in the scene where personnel are mixed with automatic forklifts and AMR, RoboView can solve these problems in the unified management of equipment, personnel, and goods on some scenes for customers. <h3 style="text-align:center;">How is the RoboView developed？</h3>RoboView is inspired by the RoboCup small group soccer robot competition. As the group that emphasizes team collaboration and confrontation most in RoboCup, the small group uses external visual services as the main way of sensing the position of the robot. The typical scenes are as follows: <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6230338e2c57e2003a0508a5.jpg"/></div>The schematic diagram of the main sensing methods of the position of the RoboCup small group soccer robots Through external visual perception and a unified brain, the robots in the scene are managed uniformly, so as to realize various complex collaborations and confrontations. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623033cbd4282f003b1ac718.gif"/></div>The competition site of world Robocup small group soccer robots Starting from this, SEER has innovatively proposed RoboView, a smart AI logistics system, in addition to the SLAM-based navigation system.1. RoboView architectureRoboView is composed of a perception platform and perception nodes. As the core of the system, the perception platform is to provide four major parts including all visual services, necessary information for smart factories and logistics systems (including storage location management information, fleet tracking information and equipment operating status), forklift operation visual service request response and system safety monitoring information; Perception nodes include fixed or mobile image (2D)/point cloud (3D) acquisition equipment and marshalling.The perception platform is an independent vision server, which mainly provides visual AI perception capabilities, and realizes the recognition, positioning and detection of targets in the perception area through 2D/3D vision technology. The perception platform only needs one input and one output definition (DOO, Definition Of Output) to complete a perception service. Therefore, it is a multi-task and independent information perception platform.Perception nodes are deployed in a distributed manner and are divided into fixed nodes and mobile nodes. Fixed node refers to fixed installation of image (2D)/point cloud (3D) acquisition equipment. For example, ordinary surveillance cameras, ToF cameras, 3D lidar, etc. can be switched in as perception nodes; Mobile nodes refer to various types of visual image (2D)/point cloud (3D) acquisition equipment installed on mobile robots, which can be seamlessly connected with RoboView through the SRC core controller of SEER.Perception nodes can be added to the SLAM map through one-stop implementation software, and the corresponding workflow can be configured, so as to realize the rapid setting and deployment of nodes. At the same time, the smart AI logistics system RoboView can work with the digital middle ground SEED of SEER to realize the deployment, planning and monitoring of various systems in the site, and realize the safety monitoring and operation planning of AMR and unmanned forklifts. <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/623035202c57e2003a0508a6.jpg"/></div>SEER SMART LOGISTICS SOLUTION 2. AI full perception technologyThe AI full perception platform integrates a number of key technologies and provides a wealth of information for the logistics management system.Enhanced display: Through several fixed perception nodes to &quot;observe&quot; in all directions, combined with multi-point vision registration, splicing, and fusion technologies, the real-time status of the entire warehouse can be seen at a glance, and AR enhancement information is added to the original surveillance video so as to make the on-site personnel more intuitive and clear about the equipment status.Vehicle monitoring: Combine with the forklift&#x27;s own information to achieve real-time positioning and tracking of each AMR and automatic forklift in the scene, capture and predict the moving trajectory of forklifts. Combine with the digital middleground SEED of SEER to timely send adjustment instructions to the forklifts deviating from the task and warning to the platform.Target recognition and positioning: RoboView includes not only conventional visual perception algorithms, but also advanced deep learning algorithms, which greatly improves the anti-interference performance of the system. Target detection technology can detect target objects, such as cars or people, from the video stream in real time; 3D point cloud segmentation technology can directly extract target objects from the point cloud and provide important information such as size and location to make the algorithm more stable and reliable. In addition, through image semantic segmentation technology, it can also achieve one-time segmentation and extraction for warehouse control marks, road signs, and operating forklifts, providing another important information for the control platform.Location Management: Through multiple fixed perception nodes deployed in the scene, the perception platform can obtain all the location information in the scene in real time, and use 2D recognition technology to identify and locate the effective information of the location, including but not limited to information such as whether there is goods, whether there is a car, whether there is foreign matter intrusion, etc., And it can publish this information (according to the configuration of the logistics system, information may be sent to the logistics system and the car). The logistics system or the forklift can make effective decisions based on this information, which greatly improves the efficiency of warehouse management.Safety monitoring: It mainly involves real-time monitoring of all things&#x27; status in the scene, including: the intrusion monitoring of foreign objects (non-operating personnel and operators entering non-safe areas, forklifts leaving the preset task trajectory, non-operating forklifts, etc.), cargo status monitoring, obstacle detection in forklift route, monitoring of other interlocking equipment (such as large racks, elevators). <div class="media-wrap image-wrap align-center" style="text-align:center"><img class="media-wrap image-wrap align-center" src="//cdn1-1304552240.cos.ap-shanghai.myqcloud.com/static/6230359ed4282f003b1ac719.gif" width="512px" height="288px" style="width:512px;height:288px"/></div>Real-time monitoring of all status of the robots in the scene

With the continuous upgrading and implementation of smart manufacturing, more and more attention has been paid to smart handling and smart logistics in factories. The introduction of AI technology into various scenarios in factories where robots and AMR are deployed has gradually become a new trend. At this stage, how to deploy vision technology into applications more conveniently, practically, safely and stably will become the key point of combining AI with robot applications.