来源：环球网 【环球网科技报道 记者 张阳】在数字经济深度与实体经济相融合的当下，AI技术已从实验室走向产业 一线，成为驱动千行万业变革的核心力量。然而，企业在智能化转型中普遍面临"投资难见回报""数据 难转价值""应用难规模化"三大痛点。在华为全联接大会2025上，华为公司高级副总裁、企业销售总裁 陈雷发表"跃升行业智能化，千行万业启新程"主题演讲。演讲不仅通过真实案例拆解了行业智能化的实 践密码，更提出"ACT三步走"实施路径，为企业破解转型困境提供了系统性解决方案，其观点背后折射 出的行业趋势与实践逻辑，值得深入解读。 华为公司高级副总裁、企业销售总裁 陈雷 从案例到规律：五大关键发现锚定行业智能化核心痛点 陈雷在演讲中提出，"人们已不再问"为什么（Why）"要用AI来赋能千行万业；现在，更多人关心的 是，AI技术要如何（How）才能真正为千行万业创造实实在在的价值。"这一转变，精准地捕捉到了当 前AI产业发展的关键瓶颈，即技术能力与商业价值之间的鸿沟。 华为并未空谈理论，而是实践出真知。通过电力、医疗等垂直行业的实践案例，直观展现华为的解决方 案，通过具象化的成果验证AI的价值。 电力行业的实践聚焦" ...

Core Insights - Huawei emphasizes the importance of industry intelligence transformation and presents the "ACT three-step" implementation path to promote this transformation [1][4]. Group 1: Key Discoveries for Industry Intelligence - AI technology is developing at an unprecedented speed, and companies must address three key questions regarding AI investments, proprietary data utilization, and scaling AI applications [2][3]. - The five key discoveries for advancing industry intelligence include: 1. The critical importance of scenario selection for AI integration into core production processes [3]. 2. The quality of domain-specific data determines the capability of industry models, necessitating the training and tuning of general models with high-quality data [3]. 3. The rapid scaling of intelligent agents is driving a strong demand for large-scale reasoning [3]. 4. Human-machine collaboration is becoming a new organizational paradigm [3]. 5. Systematic governance and risk management are essential to ensure the safe, sustainable, and trustworthy application of AI [3]. Group 2: ACT Three-Step Implementation Path - The "ACT three-step" path consists of assessing high-value scenarios, calibrating models with vertical industry data, and scaling AI intelligent agents to reshape key business processes [4]. - Huawei has developed an "AI scenario selection evaluation framework" to help identify and implement over 1,000 core production scenarios based on commercial value, scenario maturity, and business-technology integration [4]. - To achieve the ACT path, companies need AI-oriented ICT infrastructure covering the entire process from data preparation to model training and inference, with Huawei providing integrated products in data storage, computing, and networking [4]. Group 3: Industry Solutions - Huawei, in collaboration with partners, launched nine major industry intelligence solutions, including urban intelligence hubs, digital healthcare, AI in banking, and smart manufacturing [5].