人工智慧使用案例分析：全球视角

本报告概述了不断发展的人工智慧格局，重点介绍了新兴人工智慧技术及其在多个行业的应用和使用案例。报告探讨了最新的人工智慧进展，包括生成式人工智慧、边缘人工智慧、xAI 和量子机器学习，并分析了一系列技术中的具体人工智慧使用案例，描述了所解决的问题、提供的解决方案以及切实的成果。

目录

第一章执行摘要

• 调查目的和目标
• 调查范围
• 为什么要进行调查？
• 市场摘要
• 以技术为中心的观点
• 以产业为中心的观点
• 未来趋势和发展
• 结论

第二章 新兴人工智慧技术

• 人工智慧概述
• 人工智慧的类型
• 新兴人工智慧技术
• 人工智慧世代
• 边缘人工智慧
• 可解释人工智慧（XAI）
• 量子机器学习（QML）
• 大规模语言模型（LLM）

3. AI使用案例技术分析

• 概述
• 摘要
• 机器人技术
• 机器人领域的人工智慧应用
• 机器人使用案例
• 网路安全
• 人工智慧在网路安全的应用
• 网路安全使用案例
• 数位双胞胎
• 数位双胞胎中的人工智慧应用
• 数位双胞胎使用案例
• 扩增实境(XR)、扩增实境(AR)、虚拟实境 (VR)
• XR、AR 与 VR 中的 AI 应用
• XR、AR 和 VR使用案例
• 区块链
• 区块链中的人工智慧应用
• 区块链使用案例
• IoT
• 物联网中的人工智慧应用
• 物联网使用案例
• 边缘运算
• 边缘运算中的人工智慧应用
• 边缘运算使用案例
• 其他技术
• 其他技术中的 AI使用案例

4. 各行业人工智慧使用案例分析

• 概述
• 摘要
• 卫生保健
• 医疗保健领域的人工智慧使用案例
• 金融与银行
• 金融和银行业中的人工智慧使用案例
• 后勤
• 物流中的人工智慧使用案例
• 零售与电子商务
• 零售和电子商务中的人工智慧使用案例
• 教育/教育科技
• 教育和教育科技中的人工智慧使用案例
• 媒体与娱乐
• 媒体和娱乐领域的人工智慧使用案例
• 通讯
• 通讯的人工智慧使用案例
• 石油和天然气
• 石油和天然气领域的人工智慧使用案例
• 其他行业
• 其他产业的人工智慧使用案例

第五章Start-UpsAI使用案例分析

• 概述
• 摘要
• 操作使用案例
• 使用案例1：Urban Company 的 AI 驱动客户咨询回应
• 使用案例2：AI 减少了虚拟牙科护理行动牙科诊所的行政工作
• 产品开发和创新使用案例
• 使用案例1：Stitch Fix 的 AI 驱动个人化与库存优化
• 使用案例2：利用 OpenAI 的 GPT 模型来推进自然语言处理 (NLP)
• 基础设施和合规性使用案例
• 使用案例1：利用人工智慧确保全球气候承诺的责任制
• 使用案例2：日本智慧老化城市的人工智慧

第六章 人工智慧使用案例：未来会怎样

• 技术进步将推动人工智慧使用案例的演变
• 重点
• 机器人领域人工智慧使用案例的未来
• 人工智慧在网路安全领域的未来使用案例
• XR、AR 和 VR 中 AI使用案例的未来
• 区块链中人工智慧使用案例的未来

第七章 附录

This report provides an overview of the evolving artificial intelligence (AI) landscape. It covers emerging AI technologies and their applications and use cases in several industry verticals. The report explores latest AI advances, such as GenAI, edge AI, XAI and quantum ML, to analyze specific AI use cases across a range of technologies, describing the problems addressed, the solutions offered and the tangible outcomes.

Report Scope

This report provides an in-depth examination of the current and future landscape of AI applications. Its multi-dimensional analysis addresses both the technological advances driving AI and the many ways these advances are being leveraged across various industries and by emerging businesses. This report:

• Explores the latest and emerging AI technologies, offering a detailed review of innovations such as GenAI, edge AI, XAI, quantum ML and LLMs and explaining their significance in the evolving AI ecosystem.
• The study includes AI use case analysis by technologies, where practical applications of AI are explored across a spectrum of underlying technologies, including robotics, cybersecurity, digital twins, XR, AR, VR, blockchain, IoT and edge computing. It presents the problems that AI solves within each technological context, the solutions implemented and the resulting outcomes.
• AI use case analysis by industry covers healthcare, finance and banking, logistics, retail and e-commerce, education and edtech, media and entertainment, telecom, oil and gas and others (including agriculture, aerospace and defense, automotive, manufacturing and mining).
• Includes a section on AI use case analysis for startups. It examines how nascent companies are deploying AI for operational efficiency, product innovation and compliance.
• Offers a future perspective on AI use cases, analyzing how AI applications will continue to evolve and reshape industries and technologies, emphasizing areas such as robotics and cybersecurity.

Report Includes

• A brief general outlook of the AI use-case scenarios across industries or applications with problems, solutions and results achieved
• Key success factors for AI from use-case analysis
• Technology-specific AI use case analyses for robotics, cybersecurity, digital twin, AR/VR, blockchain, edge computing, and IoT technologies
• Use-case analysis for startups, including operational, product development and innovation, and infrastructure and compliance
• Case studies on AI implementation to improve business processes and for products and service innovation
• Insights into future AI adoption plans of key companies across different sectors, and projections and growth forecasts
• Expert quotes on AI use cases from primary respondents

Table of Contents

Chapter 1 Executive Summary

• Study Goals and Objectives
• Scope of Report
• Reasons for Doing the Study
• Market Summary
• Technology-Centric View
• Industry-Centric View
• Upcoming Trends and Developments
• Conclusion

Chapter 2 Emerging Technologies in AI

• Overview of AI
• Types of AI
• Emerging Technologies in AI
• Generative AI
• Edge AI
• EXplainable AI (XAI)
• Quantum Machine Learning (QML)
• Large Language Models (LLMs)

Chapter 3 AI Use Case Analysis by Technologies

• Overview
• Takeaways
• Robotics
• Applications for AI in Robotics
• Use Cases for AI in Robotics
• Cybersecurity
• Applications for AI in Cybersecurity
• Use Cases for AI in Cybersecurity
• Digital Twin
• Key Applications for AI in Digital Twin
• Use Cases for AI in Digital Twin
• Extended Reality, Augmented Reality and Virtual Reality
• Key Applications for AI in XR, AR and VR
• Use Cases for AI in XR, AR and VR
• Blockchain
• Applications for AI in Blockchain
• Use Cases for AI in Blockchain
• Internet of Things (IoT)
• Applications for AI in IoT
• Use Cases for AI in IoT
• Edge Computing
• Applications for AI in Edge Computing
• Use Cases for AI in Edge Computing
• Other Technologies
• Use Cases for AI in Other Technologies

Chapter 4 AI Use Case Analysis by Industries

• Overview
• Takeaways
• Healthcare
• Use Cases for AI in Healthcare
• Finance and Banking
• Use Cases for AI in Finance and Banking
• Logistics
• Use Cases for AI in Logistics
• Retail and E-Commerce
• Use Cases for AI in Retail and E-Commerce
• Education and EdTech
• Use Cases for AI in Education and EdTech
• Media and Entertainment
• Use Cases for AI in Media and Entertainment
• Telecommunications
• Use Cases for AI in Telecommunication
• Oil and Gas
• Use Cases for AI in Oil and Gas
• Other Industries
• Use Cases for AI in Other Industries

Chapter 5 AI Use Case Analysis for Startups

• Overview
• Takeaways
• Operational Use Cases
• Use Case 1: AI-Powered Customer Query Resolution at Urban Company
• Use Case 2: AI-Powered Paperwork Reduction for Mobile Dental Clinics at Virtual Dental Care
• Product Development and Innovation Use Cases
• Use Case 1: AI-Driven Personalization and Inventory Optimization in Fashion at Stitch Fix
• Use Case 2: Advancing NLP with OpenAI's GPT Models
• Infrastructure and Compliance Use Cases
• Use Case 1: AI for Global Climate Pledge Accountability
• Use Case 2: AI for Smart Aging Cities in Japan

Chapter 6 Future of AI Use Cases

• Evolving AI Use Cases, by Technological Advances
• Takeaways
• Future of AI Use Cases in Robotics
• Future of AI Use Cases in Cyber Security
• Future of AI Use Cases in XR, AR and VR
• Future of AI Use Cases in Blockchain

Chapter 7 Appendix

• Methodology
• Abbreviations

List of Tables

• Table 1 : Abbreviations Used in the Report