The 2025 Advantech Embedded Design Forum Shanghai Station has concluded successfully, focusing on Edge Computing and Edge AI, and exploring technological innovations and ecosystem integrations.

On May 29, 2025, Advantech hosted the Embedded Design Forum, themed "Edge Computing & Edge AI - Technological Innovation, Catalyzing Ecosystem Momentum," at the Renaissance Shanghai Caohejing Hotel. The forum gathered numerous industry experts and corporate representatives to discuss the latest technological advancements, innovative applications, and ecosystem development in Edge Computing and Edge AI.

I. Forefront Technology Insights, Unveiling Future Trends

The forum commenced with a keynote address by Mr. Xu Jiehong, General Manager of Advantech's Embedded IoT Business Group (China). With the theme "Edge Intelligence Catalyzes Future Momentum, Ecosystem Links Spark Innovation," he delved into the pivotal role of edge intelligence in propelling future technological advancements. Mr. Xu highlighted that under Advantech's dual-wheel drive strategy of "Edge Computing & WISE-Edge in Action," the company will collaborate with leading chip manufacturers such as NVIDIA, AMD, and Qualcomm to construct a comprehensive edge AI platform, spanning from modules and boards to ready-to-use devices, through technological innovation. Furthermore, Advantech will introduce software service stacks encompassing LLM fine-tuning and model deployment, exploring vertical domains like healthcare, robotics, and new energy.

Subsequently, Mr. Li Yicheng, Senior Product Director at Advantech, projected that the global edge AI market is anticipated to surpass $143.6 billion by 2032, with manufacturing accounting for the largest share (30%), followed by healthcare, smart cities, automotive, and other sectors. The integration of edge AI and robotics technology will accelerate the digital transformation of various industries, with future trends emphasizing cloud-edge collaboration, real-time decision-making, and cross-industry standardization. Advantech is cultivating an open ecosystem, integrating resources such as chips, sensors, and software, and providing end-to-end solutions from edge computing to AI models to jointly propel the application of edge AI in manufacturing, retail, healthcare, and other fields.

Ms. Tao Rong, Senior Manager of NVIDIA Developer Relations, delivered a speech titled "NVIDIA's Breakthroughs in Robotics and Edge AI," presenting NVIDIA's latest research achievements in robotics and edge AI to the attendees. She emphasized the crucial role of GPU acceleration technology and advanced algorithms in fostering robot intelligence and autonomy, thereby opening new avenues for edge AI applications.

II. Roundtable Discussion: Cross-Industry Collaboration, Seeking Synergistic Growth

The forum featured two roundtable discussions, focusing on "Diverse AI Architectures and Ecosystem Collaboration to Accelerate Edge AI Application and Deployment" and "Innovation and Transformation of Generative AI in Industrial Enterprises."

In Roundtable Discussion I, guests including Weng Yuxiang, Industrial and Visual System Architect at AMD, and Li Dalong, Product Director of Qualcomm's IOT Department, engaged in in-depth discussions on the diversity of AI architectures and ecosystem collaboration. They unanimously agreed that with the ongoing development of AI technology, diverse AI architectures will become the future trend, and ecosystem collaboration is essential for promoting the application and deployment of Edge AI. Through cross-industry integration, enterprises from various sectors can jointly explore the boundless possibilities of Edge AI, achieving mutual benefit and win-win outcomes.

Roundtable Discussion II centered on the application of generative AI in industrial enterprises. Guests such as Cao Hui, founder of Transition Method, Chen Baizhou, Product Director of Advantech, and He Kangming, Technical Director of Microsoft China's Enterprise Commercial Division in the Life Sciences Industry, shared practical cases and delved into how generative AI can assist industrial enterprises in achieving technological innovation and transformation. They highlighted that generative AI not only enhances production efficiency but also supports corporate decision-making through data analysis, propelling industrial enterprises toward intelligent and efficient development.

III. Sub-forum In-depth Analysis: Balancing Technological Innovation with Practical Cases

The afternoon sub-forum activities revolved around two major themes: "Edge Computing Technological Innovation Catalyzing Ecosystem Integration" and "Edge AI Software Services Leading Industry Exploration," offering participants more in-depth technical discussions and practical case sharing.

In the sub-forum on "Edge Computing Technological Innovation Catalyzing Ecosystem Integration," participants discussed topics such as Qualcomm AI SOC, RISC modular solutions, and the new era of intelligent computing driven by Intel and AMD. These discussions not only covered the latest advancements in edge computing technology but also showcased the technology's application effects across different industries through practical cases. For instance, CXL2.0 & PCIe5.0 high-performance storage technology significantly enhances data processing speed, meeting the high real-time demands of the Industrial 4.0 era.

In the sub-forum on "Edge AI Software Services Leading Industry Exploration," guests including Wang Ruilin, Senior Software Project Manager at Advantech, and Liu Yipu, Product Manager, shared how Advantech's software and platform services support diverse industry applications. They demonstrated Advantech's latest achievements in edge AI industrial computing solutions, robotic innovation solutions, and medical device applications through specific cases. Notably, the discussions on topics such as "Edge AI X Robotics" and "Edge AI X Healthcare" provided valuable practical experiences and innovative ideas for the participants.

Gathering Intelligence at the Edge, Pioneering the Future: The Four Core Highlights of the 2025 Advantech Forum

Cutting-edge Technology: The forum emphasized the latest technological advancements in edge computing and Edge AI, offering participants valuable learning opportunities and forward-looking technical insights. Through expert presentations and roundtable discussions, participants gained a profound understanding of the central role of edge intelligence in driving future technological innovation.

Cross-Industry Collaboration: The forum fostered communication and cooperation across different industries and fields through roundtable discussions and other formats. This cross-industry collaboration not only drives the application and development of Edge AI but also presents new business opportunities and partnerships for enterprises.

Practical Case Sharing: The practical case sharing sessions during the sub-forum activities provided participants with valuable experiences and inspirations. These cases not only showcased the application effects of Edge AI technology across different industries but also offered specific implementation plans and pathways for enterprises.

Ecosystem Collaboration: Advantech collaborates with global partners to jointly build an open and collaborative edge intelligence ecosystem. Through the forum platform, enterprises can strengthen cooperation and communication, jointly promote the innovation and application of Edge AI technology, and infuse new momentum into the intelligent upgrade of the industry.

The successful hosting of the 2025 Advantech Embedded Design Forum Shanghai Station not only provided an essential platform for technical exchange and cooperation within the industry but also injected new vitality into the development and application of edge computing and Edge AI technology. With the continuous advancement of technology and the enhancement of the ecosystem, we have reason to believe that edge computing and Edge AI will play an increasingly significant role in the future, guiding various industries toward a new era of intelligence. Advantech will continue to uphold the philosophy of "Technological Innovation, Catalyzing Ecosystem Momentum" and collaborate with global partners to jointly propel the innovation and development of embedded technology.