华为提出行业智能化「三步走」路径，为产业AI落地破题

Core Viewpoint - The article discusses how Huawei aims to help enterprises effectively implement AI as a core driver of business innovation through a structured approach, addressing the gap between technology supply and business value [3][8]. Group 1: Huawei's AI Implementation Strategy - Huawei has developed a "three-step" approach to guide enterprises in their AI transformation: assessing high-value scenarios, calibrating models with vertical industry data, and scaling AI agents to reshape key business processes [13][15]. - The company emphasizes the importance of selecting the right business scenarios for AI integration, as the value of AI lies in its deep integration with core production processes [9][10]. - Huawei's experience has led to the creation of nine industry-specific solutions across sectors such as government, education, healthcare, finance, and manufacturing, establishing a replicable industry standard [5][6]. Group 2: Key Findings on Intelligent Transformation - Five critical insights were shared regarding intelligent transformation: the significance of scenario selection, the quality of domain-specific data, the rapid scaling of AI agents, the emergence of human-machine collaboration, and the necessity of systematic governance and risk management [9][10]. - The article highlights that generic models are insufficient for industry-specific applications; enterprises must leverage high-quality data to train and fine-tune models for competitive differentiation [9][10]. Group 3: Huawei's Competitive Advantage - Huawei's extensive experience in digital transformation and its comprehensive end-to-end solutions in AI, from foundational computing to industry applications, position it as a preferred partner for enterprises [21][22]. - The company has established a robust ecosystem with over 6,300 partners, enabling it to translate generic AI technologies into customized solutions that address specific industry needs [24][25]. - Huawei's approach focuses on creating a sustainable ecosystem that fosters innovation and collaboration, ensuring that AI technologies benefit both industries and society as a whole [25][26].