Core Viewpoint - The collaboration between Yili and Lenovo is enhancing the dairy industry's supply chain through digital transformation, aiming to improve product quality and consumer satisfaction while establishing a new AI-driven business framework [1][3][4]. Group 1: Digital Transformation in Supply Chain - Yili and Lenovo have developed a supply chain control tower system that integrates over 80 supply indicators and 140 promotional product indicators across five key areas [3]. - The implementation of a consumer-centric management platform has significantly improved stability and supports over 20 mini-programs for purchasing, after-sales, and health consultations [3][4]. - Yili is utilizing a consumer satisfaction system to analyze data from various sources, enabling a closed-loop management process that enhances product and service quality [3][4]. Group 2: AI and Technological Integration - Yili is exploring new technologies, particularly AI, to enhance production management and consumer services, aligning with its strategic goal of improving product and service quality [4]. - The establishment of the "Global Smart Chain Ecosystem" aims to drive digital upgrades in the dairy industry, providing replicable solutions for global dairy development [5]. - Lenovo's AI initiatives are positioned to enhance productivity across personal, enterprise, and urban sectors, contributing to innovation and smart decision-making [5][6]. Group 3: Future Outlook and Industry Impact - The "Artificial Intelligence+" initiative aims for widespread integration of AI across six key sectors by 2027, with a target of over 70% application penetration [6]. - By 2030, AI is expected to significantly contribute to high-quality economic development, with new AI applications achieving over 90% penetration [6]. - The ongoing digital transformation is anticipated to propel the Chinese manufacturing industry towards smart, green, and high-end development, injecting new momentum into economic growth [6].

数智化能力延伸至消费端，在联想技术支持下，伊利搭建的小程序管理平台持续优化技术架构，稳定性 大幅提升，可支持集团20多个小程序运营，在微信小程序实现了购买、售后、新品共创与健康咨询一体 化服务。 在呼和浩特的伊利现代智慧健康谷，高速运转的全自动产线每天处理超过7000吨鲜奶，每小时罐装 40000包牛奶，是全球最快的牛奶生产线。这就是伊利的智能工厂，实现了"从一棵草、到一头牛、再到 一杯奶"的全链数智化布局。 伊利智能工厂内，自动化设备稳定运行、数据看板实时跳动，自动化与规模化背后是一条被智能化重构 的供应链。 伊利携手联想打造的供应链控制塔系统，覆盖生产计划、工厂采购、供应商供货等5大环节15个关键节 点，整合了80余项供应指标与140余项广促品指标，显著降低了原辅料临期、积压与缺断货风险。 《关于深入实施"人工智能+"行动的意见》中提出：到2027年，人工智能与6大重点领域广泛深度融合， 新一代智能终端、智能体等应用普及率超70%；到2030年，相关应用普及率超90%，智能经济成为我国 经济发展的重要增长极。 消费者品质满意度管理（VOC）层面，伊利联合联想iVane团队引入"统一VOC智能挖掘管理平台" ...

Core Insights - The core viewpoint of the articles emphasizes the transformation of China's manufacturing industry through AI, particularly illustrated by the collaboration between Yili and Lenovo, which aims to create a new architecture for AI integration in manufacturing [1][2][4] Group 1: AI Transformation in Manufacturing - Traditional manufacturing faces challenges in integrating advanced technologies while ensuring data security and business continuity, leading to the development of a hybrid AI architecture [2] - Yili's proactive approach in digital transformation includes smart manufacturing, supply chain optimization, and comprehensive marketing, supported by Lenovo's hybrid AI capabilities [2][3] - The collaboration has resulted in the creation of over 600 algorithm models, reshaping the entire production chain from farm management to consumer services [2][3] Group 2: Breakthroughs Achieved - Three major breakthroughs were achieved: redefining "human-machine collaboration" to enhance intelligence rather than speed, creating a consumer-centric business model connecting over 60 million consumers, and establishing an intelligent supply chain that significantly reduces transportation costs and improves delivery efficiency [3] - The integration of digital twin technology and MES systems allows real-time visibility of equipment operation, production line status, and energy consumption data, enhancing production control accuracy [3] Group 3: Practical Implications and Global Relevance - Lenovo's global data indicates a nearly 40% year-on-year increase in AI application within organizations, with some companies experiencing a 31% boost in employee efficiency and operational effectiveness [4] - The partnership between Yili and Lenovo exemplifies a unique path for AI transformation in Chinese manufacturing, balancing the adoption of advanced AI technologies with the need for core capabilities to remain autonomous and controllable [4] - This approach not only addresses the immediate needs of Chinese manufacturing but also offers valuable insights for global manufacturing AI transformations by focusing on architectural restructuring rather than mere acceleration [4]