华为提出行业智能化“ACT三步走”实施路径 发布9大行业智能化解决方案

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].