、提升竞争 力的关键。阿里云作为行业的领军者，其 Data+AI 技术体系正引领着无数企业 迈向数据智能的新纪元。 本书整理了阿里云在 Data+AI 领域的最新实践案例与深度洞察，涵盖电商、游 戏、营销、运营等多个行业的成功经验，以及技术专家对数据库与 AI 融合趋势 的专业解读。通过理论与实践的结合，我们将共同探索 Data+AI 如何成为企业 智能化转型的核心驱动力，帮助每一位读者找到属于自己的数据智能之路。 第一部分：Data+AI 大咖观点 ............................................................... 1 1. 大咖说 | Data+Al：企业智能化转型的核心驱动力 .......................................... 1 2. 媒体声音 | 重磅升级，阿里云发布首个"Data+Al"驱动的一站式多模数据平 ......... 20 第二部分：Data+AI 行业应用 ............................................................. 25 1. 拥抱 Data+AI | 破解电商 7 大挑战，DMS+AnalyticDB 助力企业智能决策 . 25 2. 拥抱 Data+Al 丨解码 Data+Al 助力游戏日志智能分析 .....

袋鼠云 汽车行业 Data+AI 数智化转型白皮书 — 1 — 袋鼠云 汽车行业 Data+AI 数智化转型白皮书 — 2 — 版权声明 本报告版权属于杭州玳数科技有限公司（简称袋鼠云），并受法律保护。转载、 摘编或利用其他方式使用本报告文字或者观点的， 应注明“来源：杭州玳数科技有限 公司（简称袋鼠云）”。违反上述声明者，本司将追究其相关法律责任。 微信扫码获取纸质版白皮书 袋鼠云 袋鼠云 汽车行业 Data+AI 数智化转型白皮书 — 3 — 编制说明 近年来，汽车产业正经历自诞生百年以来最深刻的一次系统性重构。电动化、智 能化、网联化与共享化的“新四化”浪潮不断叠加，传统制造模式、产业链分工与价 值创造逻辑被重新定义。与此同时，企业内部的经营体系也正由“流程驱动”向“数 据驱动”“智能驱动”转型，数智化能力正成为衡量汽车企业核心竞争力的新标尺。 袋鼠云作为行业 编写指导（排名不分先后）：陈吉平、宁海元、闵佳、刘听颉、胡金鑫 编写小组（排名不分先后）：王心意、费翔、赵倩、相里佳豪、徐艳、宋明高、 任松岩、徐超、刘新源、林丹丹、陈明洋、章天宇、谭兴旺、蔺敬一等 袋鼠云 汽车行业 Data+AI 数智化转型白皮书 — 4 — 引言：在动荡与重塑中迈向数智化汽车时代 过去百余年，汽车产业经历了数次深刻变革——从内燃机到电动驱动，从流水线 到柔性制造，从机械性能到智能体验。然而没有任何一个时代，像今天这样充满不确

Energy Consumption Non-Green Energy Difficult Cable routing Long construction period Data not cross connected Data updated not timely Indicator not visible Inconsistent command Mains power instability Supervision High Operation Intensity Ports Technological Innovation ： Automatic driving, AI, big data, Intelligent tally, intelligent gate, automatic wharf, intelligent robot Smart Port construction security: port control One network joint control and one-stop service AI Video Cloud Computing IoT Big Data 5G Two Wheel Efficiency Optimize the allocation of port machinery resources, make intelligent

中铁天宝智慧 工地解决方 案 智联工地，慧享数据 All your data in one place 1 、建立智慧工地 智联工地，慧享数据 All your data in one place 1.1 、建立定位基站，使用北斗定位系统 仅 GPS GPS+GLONASS+ 北斗 项目 GPS+GLONASS+ 北斗 精度提升 GPS+GLONASS GPS 卫星 20~23 颗 2% 1.8mm 1.9mm 垂直最大偏差 8.0mm 33.3% 12.0mm 17.0mm 垂直均方差 2.4mm 16.5% 2.9mm 3.8mm 智联工地，慧享数据 All your data in one place 1.2 、创建并使用 BIM 设计 构建工程模型 构建地质模型 施工组织设计  整合的基础  数字化施工要求三维设计；  实现从勘察、设计、施工到运营维护过程整合的必要载 智联工地，慧享数据 All your data in one place 1.3 、在现场建立网络覆盖及视频监控 智联工地，慧享数据 All your data in one place 2 、数字化施工：三维挖掘机引导系统 智联工地，慧享数据 All your data in one place 2 、数字化施工：推土机三维引导系统 智联工地，慧享数据 All your data in one place

Reduction in engineer’s NPT Chevron  50-80% reduction in time for workflow execution  Integrated data to desktop functionality across asset  Complete KPI visibility drives quality and efficiency Petrobras SPE Paper 115367  SPE Paper 111990  SPE Paper 127517  SPE Paper 127520  New Tool Manages Big Data in Real Time, AAPG Explorer, January 2016 ADNOC  Shortfall identification and management cycle Stage 1A Calculated Variables 09-Operating Guidelines Mid Term Work Plan 08-Virtual Metering Data Acquisition & Validation 01-Well Shut-in Testing 02-Well Production Testing & Validation 03-Production

Infrastructure Data Center Facility & Critical Power Site Power Facility Adopting the innovative concept of "reliable, agile, and sustainable," our scenario-specific solutions for large data centers, small small and midsized data centers, and critical power supplies include core products such as the PowerPOD, uninterruptible power system (UPS), and smart modular data center. Our "One Cabinet One Site Huawei Digital Power 2024 Sustainability Report About This Report 03 About This Report Time Range Data Sources and Reliability Statement Access to the Report Scope of the Report Description of Appellations

businesses, offering a taste of what would eventually explode into today's omnipresence of sophisticated data tools. I stepped further into the digital realm at Rhodes University, where the untapped potential marked my enlistment into the world of unbroken connectivity. While working at the International Data Corporation, I leveraged technology to morph a week-long task into a few short hours by writing Excel field of AI and its development of ChatGPT, a powerful AI model trained on vast amounts of internet data. • The capabilities of ChatGPT, including its extensive knowledge base and its ability to

cybersecurity, and process optimization, ensuring we can take full advantage of accurate, timely data. The insights included in this report are designed to help inform your decisions in this evolving address these challenges. While the skills gap and labor shortage remain primary business challenges, data from this year's report shows that the shift towards smart manufacturing solutions is not correlated Intelligence/Machine Learning to support quality control in the next 12 months, and 38% will use data collected from current sources to drive product quality monitoring and improvements. Globally

capacity could be 16% higher by 2035, and wind capacity 8% higher. Soaring power demand from AI data centres is placing additional strain on already congested grids, particularly in North America. project it will stay below booming sectors like EV charging and space cooling — With power-hungry data centres multiplying to service the rapid growth of AI applications, we find that the initial exponential linear pattern over time. — Data centre energy use will quintuple to 2040, equalling 5% of all global electricity. 3% of this is for AI and 2% for general-purpose data centres. There are large regional

the definitive source of global mobile operator data, analysis and forecasts, and publisher of authoritative industry reports and research. Our data covers every operator group, network and MVNO in accurate and complete set of industry metrics available, comprising tens of millions of individual data points, updated daily. GSMA Intelligence is relied on by leading operators, vendors, regulators third-party industry players, to support strategic decision-making and long- term investment planning. The data is used as an industry reference point and is frequently cited by the media and by the industry