人工智慧使用案例分析:全球展望
市場調查報告書
商品編碼
1813344

人工智慧使用案例分析:全球展望

AI Use Case Analysis: Global Outlook

出版日期: | 出版商: BCC Research | 英文 88 Pages | 訂單完成後即時交付

價格

本報告概述了不斷發展的人工智慧格局,重點介紹了新興人工智慧技術及其在多個行業的應用和使用案例。報告探討了最新的人工智慧進展,包括生成式人工智慧、邊緣人工智慧、xAI 和量子機器學習,並分析了一系列技術中的具體人工智慧使用案例,描述了所解決的問題、提供的解決方案以及切實的成果。

目錄

第1章 執行摘要

  • 調查目的和目標
  • 調查範圍
  • 為什麼要進行調查?
  • 市場摘要
  • 以技術為中心的觀點
  • 以產業為中心的觀點
  • 未來趨勢和發展
  • 結論

第2章 新興人工智慧技術

  • 人工智慧概述
  • 人工智慧的類型
  • 新興人工智慧技術
  • 人工智慧世代
  • 邊緣人工智慧
  • 可解釋人工智慧(XAI)
  • 量子機器學習(QML)
  • 大規模語言模型(LLM)

第3章 AI使用案例技術分析

  • 概述
  • 摘要
  • 機器人技術
  • 機器人領域的人工智慧應用
  • 機器人使用案例
  • 網路安全
  • 人工智慧在網路安全的應用
  • 網路安全使用案例
  • 數位雙胞胎
  • 數位雙胞胎中的人工智慧應用
  • 數位雙胞胎使用案例
  • 擴增實境(XR)、擴增實境(AR)、虛擬實境(VR)
  • XR、AR 與 VR 中的AI 應用
  • XR、AR 和 VR使用案例
  • 區塊鏈
  • 區塊鏈中的人工智慧應用
  • 區塊鏈使用案例
  • IoT
  • 物聯網中的人工智慧應用
  • 物聯網使用案例
  • 邊緣運算
  • 邊緣運算中的人工智慧應用
  • 邊緣運算使用案例
  • 其他技術
  • 其他技術中的AI使用案例

第4章 各行業人工智慧使用案例分析

  • 概述
  • 摘要
  • 衛生保健
  • 醫療保健領域的人工智慧使用案例
  • 金融與銀行
  • 金融和銀行業中的人工智慧使用案例
  • 物流
  • 物流中的人工智慧使用案例
  • 零售與電子商務
  • 零售和電子商務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
  • 媒體與娛樂
  • 媒體和娛樂領域的人工智慧使用案例
  • 通訊
  • 通訊的人工智慧使用案例
  • 石油和天然氣
  • 石油和天然氣領域的人工智慧使用案例
  • 其他行業
  • 其他產業的人工智慧使用案例

第5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 驅動客戶諮詢回應
  • 使用案例2:AI 減少了虛擬牙科護理行動牙科診所的行政工作
  • 產品開發和創新使用案例
  • 使用案例1:Stitch Fix 的AI 驅動個人化與庫存最佳化
  • 使用案例2:利用 OpenAI 的GPT 模型來推進自然語言處理(NLP)
  • 基礎設施和合規性使用案例
  • 使用案例1:利用人工智慧確保全球氣候承諾的責任制
  • 使用案例2:日本智慧老化城市的人工智慧

第6章 人工智慧使用案例:未來會怎樣

  • 技術進步將推動人工智慧使用案例的演變
  • 重點
  • 機器人領域人工智慧使用案例的未來
  • 人工智慧在網路安全領域的未來使用案例
  • XR、AR 和 VR 中 AI使用案例的未來
  • 區塊鏈中人工智慧使用案例的未來

第7章 附錄

Product Code: AIT002A

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