B2B平台如何打造数据与技术服务：兰格集团刘陶然将出席2026第八届亿邦产业互联网年会

Summary 1: This is information about an annual industrial internet conference, with key figures and core cases clearly identified.

1. The conference will be held on November 20 at the Beijing Guomao Hotel, under the theme The Evolution of Modalities Brought by AI and Global Expansion, with the inaugural Industrial AI Agent Conference held alongside it.

2. Liu Taoran, President of Lange Group, has confirmed his attendance and will share how the B2B platform innovates and builds data and technology service products.

Summary 2: The practical takeaways center on digital products for the steel industrial internet.

1. Lange started with steel information services and has grown into a platform integrating data intelligence, technology services, transaction collaboration, and supply-chain enablement; Lange Steel Network serves more than 300,000 member companies.

2. Its self-developed EBC management system, SteelGPT, Futures-Spot Intelligence, Engineering Smart Procurement, and other AI and big-data products provide digital solutions and data support for the industrial chain.

3. Liu Taoran will discuss how data accumulation and product innovation can be converted into implementable service products.

Summary 3: The conference also offers report, closed-door meeting, and award information, suitable for general readers to understand the trends.

1. Topics include the implementation of industrial AI agents, value reconstruction in AI supply chains, data as a production factor and the token economy, and the new ecosystem for global expansion.

2. The annual industrial internet report will be released on site, alongside a closed-door meeting with 50 decision-makers and the Qianfeng Night awards ceremony.

Summary 1: Lange's brand path offers a sample of upgrading from an information portal to a data-tech service platform.

1. Lange began in 1996 with steel industry information. Its Lange Steel Network is a leading vertical portal in the steel industry, serving more than 300,000 member companies, indicating long-term industry brand and user base.

2. After Liu Taoran took office, he drove strategic upgrading, accelerated the shift from a traditional steel information service provider to a data-tech service platform, and led the completion of the first market-based Series A+ financing round.

Summary 2: Product R&D and brand technology labels are worth watching.

1. The group has self-developed the EBC management system and AI and big-data products including SteelGPT, Futures-Spot Intelligence, and Engineering Smart Procurement, forming a combination of data intelligence, technology services, transaction collaboration, and supply-chain enablement.

2. The conference sharing topic is how to convert data and technology capabilities into implementable service products, which can serve as an observation point for brand productization and service-oriented development.

Summary 3: At the level of consumer trends and user behavior, note the industry changes brought by AI and global expansion.

1. The conference theme is The Evolution of Modalities Brought by AI and Global Expansion, covering industrial AI agents, AI supply chains, data as a production factor and the token economy, and the new ecosystem for global expansion.

2. Lange serves more than 300,000 members, and its data products target the steel industrial chain, showing that B2B brands strengthen stickiness through professional data and continuous services.

Summary 1: The growth directions in the article center on AI, global expansion, and data services.

1. The conference theme is The Evolution of Modalities Brought by AI and Global Expansion. Topics include the implementation of industrial AI agents, value reconstruction in AI supply chains, data as a production factor and the token economy, and the new ecosystem for global expansion.

2. For sellers, B2B platforms in the steel industrial chain are shifting from information portals to data intelligence, technology services, transaction collaboration, and supply-chain enablement, meaning more opportunities in platform-based and tool-based services.

Summary 2: The learnable business model is productizing data and AI.

1. Lange has self-developed EBC management system, SteelGPT, Futures-Spot Intelligence, Engineering Smart Procurement, and other products, providing digital solutions and authoritative data support for the industrial chain.

2. Liu Taoran will share how B2B platforms can convert data and technology capabilities into implementable service products through data accumulation and product innovation.

3. Lange Steel Network serves more than 300,000 members, showing that vertical platforms can still build sustainable operations on member services and professional data.

Summary 3: Event responses and cooperation opportunities lie in attending the conference and connecting with decision-makers.

1. The conference will host a closed-door meeting with 50 industrial internet decision-makers, covering business changes brought by AI, the shift from B2B to industrial AI agents, and the implementation of supply-chain global expansion.

2. The conference is open for registration and offers the Industry AI Award, Industry Global Expansion Award, and Deep Value Chain Award, which sellers can use to understand cooperation, showcase, and matchmaking opportunities.

Summary 1: The article offers a service sample for digital upgrading of factories in steel and related industrial chains.

1. Lange Group started with steel information and has developed into an industrial internet platform integrating data intelligence, technology services, transaction collaboration, and supply-chain enablement.

2. Its Lange Steel Network serves more than 300,000 member companies, indicating a large base for online and data-driven services in the steel industrial chain.

Summary 2: Product and production-design needs can be understood from the data and AI product side.

1. Lange has self-developed EBC management system and AI and big-data products such as SteelGPT, Futures-Spot Intelligence, and Engineering Smart Procurement, providing digital solutions and authoritative data support for the industrial chain.

2. These products cover management, market analysis, futures-spot decision-making, and engineering procurement scenarios. Factories can assess their own digitalization needs in procurement, sales, supply-chain collaboration, and operational decision-making.

Summary 3: Business opportunities and e-commerce implications lie in connecting to platform-based services.

1. Liu Taoran will share how B2B platforms convert data and technology capabilities into implementable service products. Factories can observe which capabilities are better purchased externally rather than built in-house.

2. The conference focuses on the implementation of industrial AI agents, value reconstruction in AI supply chains, data as a production factor and the token economy, and the new ecosystem for global expansion, signaling that factories should watch for collaboration opportunities from AI supply chains and global expansion.

Summary 1: The industry trend is that B2B platforms are evolving toward data-tech services and industrial AI agents.

1. The conference theme focuses on The Evolution of Modalities Brought by AI and Global Expansion. Topics include the implementation of industrial AI agents, value reconstruction in AI supply chains, data as a production factor and the token economy, and the new ecosystem for global expansion.

2. Lange started with steel information and is shifting to an industrial internet platform integrating data intelligence, technology services, transaction collaboration, and supply-chain enablement, reflecting the trend toward service-oriented and productized vertical platforms.

Summary 2: New technologies and customer pain points can be observed from Lange's product matrix.

1. Lange has self-developed EBC management system and AI and big-data products including SteelGPT, Futures-Spot Intelligence, and Engineering Smart Procurement, providing digital solutions and authoritative data support for the steel industrial chain.

2. Liu Taoran will share how to convert B2B platform data and technology capabilities into implementable service products through data accumulation and product innovation, pointing to customer demand for implementable rather than conceptual data-tech services.

Summary 3: The solution implication is to build product portfolios around industrial-chain scenarios.

1. Lange Steel Network serves more than 300,000 members, indicating that service providers can build data assets on a vertical industry user base.

2. The conference will host a closed-door meeting with 50 decision-makers to discuss changes in the AI business landscape, the shift from B2B to industrial AI agents, and how supply-chain global expansion can be implemented. Service providers can focus on decision-maker scenarios and implementation needs.

Summary 1: The core need for B2B platforms is to productize data and technology capabilities.

1. Liu Taoran, President of Lange Group, will share at the conference how B2B platforms can innovatively build data and technology service products.

2. Lange started with steel information and has developed into an industrial internet platform integrating data intelligence, technology services, transaction collaboration, and supply-chain enablement, showing that platforms need to extend from information services to transaction collaboration and supply-chain enablement.

Summary 2: Lange's latest practices can serve as a reference for operations management.

1. Lange Steel Network is a leading vertical portal in the steel industry and serves more than 300,000 member companies, showing that vertical platforms can build a foundation on member scale and data accumulation.

2. The group has self-developed EBC management system and AI and big-data products including SteelGPT, Futures-Spot Intelligence, and Engineering Smart Procurement, turning data capabilities into a product matrix.

3. Liu Taoran has driven strategic upgrading, completed the first market-based Series A+ financing round, and led the implementation of industrial AI products, reflecting that platform upgrading requires coordination among capital, organization, and products.

Summary 3: Platform merchant recruitment and trend-risk avoidance can focus on the conference agenda and matchmaking scenarios.

1. The conference topics cover the implementation of industrial AI agents, value reconstruction in AI supply chains, data as a production factor and the token economy, and the new ecosystem for global expansion.

2. The conference will host a closed-door meeting with 50 decision-makers and the Qianfeng Night awards ceremony. It is open for registration and offers the Industry AI Award, Industry Global Expansion Award, and Deep Value Chain Award. Platform operators can observe cooperation matchmaking and annual trends from these settings.

Summary 1: The article provides new developments in the transformation of industrial internet platforms.

1. Lange started in 1996 with steel industry information and has developed into an industrial internet platform integrating data intelligence, technology services, transaction collaboration, and supply-chain enablement, reflecting the evolution of a vertical information platform into a data-tech service platform.

2. Liu Taoran has driven strategic upgrading, completed a Series A+ financing round, and led the implementation of industrial AI products such as the SteelGPT large model. This is a case for studying coordination among platform organization, capital, and products.

Summary 2: New questions and business models center on data, AI, and global expansion.

1. Lange has self-developed EBC management system and AI and big-data products including SteelGPT, Futures-Spot Intelligence, and Engineering Smart Procurement, providing digital solutions and authoritative data support for the industrial chain. This involves data productization and AI implementation.

2. The conference topics include the implementation of industrial AI agents, value reconstruction in AI supply chains, data as a production factor and the token economy, and the new ecosystem for global expansion. These can serve as observation points for research on the data-factor market and industrial AI agents.

Summary 3: Policy and regulatory implications can be tracked through the annual report and closed-door meeting topics.

1. Zheng Min, Chairman of Ebrun and Dean of the Ebrun Think Tank, will release and interpret the annual industrial internet report.

2. The closed-door meeting with 50 decision-makers will discuss business and ecosystem changes brought by AI, the shift from B2B to industrial AI agents, and how industrial-chain supply-chain global expansion can be implemented, offering clues for research on governance and policy needs.