人工智慧和物联网技术研究回顾：2024 年

预计到 2029 年全球人工智慧市场规模将达到 1.1 兆美元，从 2023 年的 1,488 亿美元成长，预测期内的复合年增长率为 39.7%。

全球石油和天然气产业人工智慧技术市场规模预计将从 2023 年的 28 亿美元成长至 2028 年的 51 亿美元，预测期内的复合年增长率为 12.9%。

全球生命科学产品人工智慧市场规模预计将从 2023 年的 80 亿美元和 2024 年的 98 亿美元成长到 2029年终的 335 亿美元，预测期内的复合年增长率为 27.9%。

人工智慧和物联网正在透过提高自动化程度、优化业务和提高效率来彻底改变产业。随着企业意识到人工智慧推动创新、简化流程和创造新商机的潜力，全球人工智慧市场正在获得大量投资。特别是在石油和天然气领域，人工智慧技术正在融入探勘、预测性维护和资源管理优化之中，帮助企业提高业务效率并降低成本。同时，人工智慧也对生命科学领域产生了重大影响，带来了药物研发、病患监测和医疗分析的改变。在癌症研究中，人工智慧主导的解决方案增强了早期检测、诊断和个人化治疗计划，从而改善了患者的治疗效果。此外，人工智慧融入临床和分子诊断可以实现更快、更准确的疾病检测，推动精准医疗的发展。

随着企业利用连网型设备和智慧自动化来优化製造、物流和供应链业务，工业物联网 (IIoT) 市场正在不断成长。人工智慧和物联网的进步正在推动各行业的数位转型，使企业能够增强决策能力、降低成本并在全球市场上保持竞争力。

本研究评论包括 BCC Research 于 2024 年发布的有关人工智慧、石油和天然气行业的人工智慧、生命科学产业的人工智慧、癌症产业的人工智慧、临床和分子诊断产业的人工智慧以及工业物联网 (IIoT) 的报告的亮点和摘录，并提供了每个市场的全面概述、市场影响因素和市场机会的技术分析、法律制度、环境、发展和细分市场发展

目录

第 1 章 简介

第二章 全球人工智慧市场：投资与潜力（IFT189C）

• 世界人工智慧
• 市场展望
• 研究范围
• 市场摘要
• 市场动态
• 新兴技术
• 細項分析
• 区域分析
• 结论
• 全球人工智慧市场概览
• 概述
• 市集情境
• 人工智慧自主水平
• 未来分析
• 市场动态
• 概述
• 市场推进因素
• 市场限制
• 市场机会
• 市场问题
• 监管状态
• 概述
• 新兴技术
• 关键新兴技术
• 按解决方案类型分類的市场
• 概述
• 人工智慧软体
• 人工智慧服务
• AI硬体
• 市场区隔：按地区
• 北美洲
• 欧洲
• 亚太地区
• 拉丁美洲
• 中东和非洲
• 环境、社会与管治(ESG) 视角
• 概述
• 环境影响
• 社会影响
• 管治影响
• AI产业的ESG现状
• 结论

第 3 章 石油和天然气的人工智慧：全球市场和技术 (IFT305A)

• 石油和天然气产业的人工智慧
• 市场展望
• 研究范围
• 市场摘要
• 市场概况
• 概述
• 影响人工智慧整合的监管与政策框架
• 未来展望
• 地缘政治和其他趋势
• 市场动态
• 概述
• 市场推进因素
• 市场限制
• 市场机会
• 新兴技术和发展
• 概述
• 当前市场趋势
• 新兴技术
• 市场区隔：按组件
• 概述
• 软体
• 服务
• 硬体
• 市场区隔：按地区
• 概述
• 北美洲
• 欧洲
• 亚太地区
• 其他地区
• 环境、社会与管治(ESG) 视角
• 概述
• ESG 表现
• 环境影响
• 社会影响
• 管治影响
• 石油与天然气 AI 市场 ESG 现状
• 石油和天然气 AI 市场消费者对 ESG 的态度
• BCC的结语

第 4 章 生命科学人工智慧 (BIO255A)

• 生命科学人工智慧
• 市场展望
• 研究范围
• 市场摘要
• 市场概况
• 概述
• 人工智慧在药物研发的应用
• 分子诊断中的人工智慧
• 临床诊断中的人工智慧
• 临床试验中的人工智慧
• 精准医疗中的人工智慧
• 市场动态
• 市场推进因素
• 市场限制
• 市场机会
• 市场挑战
• 新兴技术和发展
• 市场分析：按产品
• 软体
• 服务
• 市场分析：按地区
• 世界
• 北美洲
• 欧洲
• 亚太地区
• 其他地区

第 5 章 癌症中的人工智慧（BIO196B）

• 癌症中的人工智慧
• 市场展望
• 研究范围
• 市场分析
• 市场概况
• 概述
• 当前和未来的应用
• 市场动态
• 市场推进因素
• 市场限制
• 市场机会
• 新兴技术
• 新兴技术
• 市场分析：按癌症类型
• 乳癌
• 肺癌
• 摄护腺癌
• 消化道恶性肿瘤
• 脑肿瘤
• 其他的
• 市场分析：按地区
• 市场规模及预测
• 北美洲
• 欧洲
• 亚太地区
• 其他地区
• 人工智慧在癌症市场的永续性
• 了解 ESG资料
• 环境绩效
• 社会绩效
• 管治绩效
• BCC的结语

6. 临床和分子诊断市场中的人工智慧（BIO261A）

• 临床和分子诊断中的人工智慧
• 市场展望
• 研究范围
• 市场摘要
• 临床和分子诊断中的人工智慧：市场概览
• 概述
• 人工智慧的历史
• 机器学习的兴起
• 机器学习、深度学习、神经网络
• 机器学习的类型
• ML 演算法的优点和缺点
• 医疗保健领域的人工智慧
• 临床诊断中的人工智慧
• 分子诊断中的人工智慧
• 临床和分子诊断中的人工智慧：市场动态
• 概述
• 市场推进因素
• 市场限制
• 市场机会
• 法律规范
• 新兴技术和发展
• 最新技术与发展
• 零件市场分析
• 软体
• 服务
• 硬体
• 市场分析：按地区
• 北美洲
• 欧洲
• 亚太地区
• 其他地区
• 人工智慧在临床和分子诊断中的永续性：ESG 视角
• 环境永续性
• 社会：确保人工智慧造福整个社会
• 管治影响

第 7 章 工业物联网 (IIoT)：全球市场 (IFT299A)

• IIoT
• 市场展望
• 研究范围
• 市场摘要
• 工业物联网市场动态与成长要素
• 細項分析
• 区域见解和新兴市场
• 结论
• 市场概况
• 概述
• 案例研究
• 市场动态
• 市场推进因素
• 市场挑战
• 市场机会
• 新兴技术和发展
• 概述
• 工业物联网的主要新兴趋势/技术
• 按实施分類的工业物联网市场
• 本地
• 云
• 按组织规模分類的工业物联网市场
• 中小型企业
• 大型企业
• 工业物联网市场（按区域）
• 北美洲
• 欧洲
• 亚太地区
• 其他地区
• 工业物联网产业的永续性：ESG 视角
• 概述
• IIoT 市场中的 ESG 现状
• 消费者对 IIoT 市场中的 ESG 态度
• BCC的结语

第 8 章 附录

The global market for artificial intelligence (AI) is estimated to increase from $148.8 billion in 2023 to reach $1.1 trillion by 2029, at a compound annual growth rate (CAGR) of 39.7% from 2024 through 2029.

The global market for AI Technology in the Oil and Gas Sector is estimated to increase from $2.8 billion in 2023 to reach $5.1 billion by 2028, at a CAGR of 12.9% from 2023 through 2028.

The global market for artificial intelligence (AI) in life sciences products was valued at $8.0 billion in 2023. The market is estimated to grow from $9.8 billion in 2024 to $33.5 billion by the end of 2029, at a CAGR of 27.9% from 2024 to 2029.

Research Review Scope

Artificial Intelligence (AI) and the Internet of Things (IoT) are revolutionizing industries by enhancing automation, optimizing operations, and improving efficiency. The global AI market is witnessing significant investment as businesses recognize its potential to drive innovation, streamline processes, and create new revenue opportunities. Particularly in the oil and gas sector, AI technologies are being integrated to optimize exploration, predictive maintenance, and resource management, helping companies improve operational efficiency and reduce costs. On the other hand, AI is also making a profound impact in life sciences, transforming drug discovery, patient monitoring, and healthcare analytics. In cancer research, AI-driven solutions are enhancing early detection, diagnosis, and personalized treatment plans, leading to better patient outcomes. Furthermore, integrating AI in clinical and molecular diagnostics is advancing precision medicine by enabling faster and more accurate disease detection.

The Industrial IoT (IIoT) market is expanding as businesses leverage connected devices and smart automation to optimize manufacturing, logistics, and supply chain operations. These advancements in AI and IoT are driving digital transformation across industries, enabling businesses to enhance decision-making, reduce costs, and maintain a competitive edge in the global market.

Research Reviews from BCC Research provide market professionals with concise market coverage within a specific research category. This 2024 Research Review of AI and IoT technology provides a sampling of the type of quantitative market information, analysis, and guidance that BCC Research has been developing since its inception in 1971 to help its customers make informed business decisions. This Research Review includes highlights and excerpts from the following reports published by BCC Research in 2023:

• IFT189C Global Artificial Intelligence (AI) Market: Investments vs Potential
• IFT305A AI in Oil and Gas: Global Markets and Technologies
• BIO255A Artificial Intelligence (AI) in Lifesciences Market
• BIO196B Artificial Intelligence (AI) in Cancer
• BIO261A AI in Clinical and Molecular Diagnostics Market
• IFT299A Industrial IoT (IIoT): Global Markets

After you survey the excerpts in this Research Review, we encourage you to follow up on these topics by checking out the full market research reports associated with each topic. BCC Research looks forward to serving your market intelligence needs in the future.

Table of Contents

Chapter 1 Foreword

• Research Review Scope

Chapter 2 Global Artificial Intelligence (AI) Market: Investments vs Potential (IFT189C)

• Global Artificial Intelligence (AI)
• Market Outlook
• Scope of Report
• Market Summary
• Market Dynamics
• Emerging Technologies
• Segmental Analysis
• Regional Analysis
• Conclusion
• Market Overview of Global Artificial Intelligence (AI)
• Overview
• Market Scenario
• AI Autonomy Levels
• Future Analysis
• Market Dynamics of Global Artificial Intelligence (AI)
• Overview
• Market Driver
• Market Restraint
• Market Opportunity
• Market Challenge
• Regulatory Landscape
• Overview
• Emerging Technologies
• Key Emerging Technologies
• Market Breakdown of Global Artificial Intelligence (AI) by Solution Type
• Overview
• AI Software
• AI Services
• AI Hardware
• Market Breakdown of Global Artificial Intelligence (AI) by Region
• North America
• Europe
• Asia-Pacific
• Latin America
• Middle East and Africa
• Environmental, Social, and Governance (ESG) Perspective
• Overview
• Environmental Impacts
• Social Impacts
• Governance Impacts
• Current Status of ESG in the AI Industry
• Concluding Remarks

Chapter 3 AI in Oil and Gas: Global Markets and Technologies (IFT305A)

• AI in Oil and Gas
• Market Outlook
• Scope of Report
• Market Summary
• Market Overview of AI in Oil and Gas
• Overview
• Regulatory and Policy Framework Impacting AI Integration
• Future Prospects
• Geopolitical and Other Developments
• Market Dynamics of AI in Oil and Gas
• Overview
• Market Driver
• Market Restraint
• Market Opportunity
• Emerging Technologies and Developments
• Overview
• Current Market Trends
• Emerging Technologies
• Market Breakdown of Global Artificial Intelligence (AI) by Component
• Overview
• Software
• Services
• Hardware
• Market Breakdown of Global Artificial Intelligence (AI) by Region
• Overview
• North America
• Europe
• Asia-Pacific
• Rest of the World
• Environmental, Social, and Governance (ESG) Perspective
• Overview
• ESG Performance in the Market for AI Technology in the Oil and Gas Sector
• Environmental Impact
• Social Impact
• Governance Impact
• Current Status of ESG in the Market for AI Technology in the Oil and Gas Sector
• Consumers Attitude Towards ESG in the Market for AI Technology in the Oil and Gas Sector
• Concluding Remarks from BCC

Chapter 4 Artificial Intelligence (AI) in Lifesciences Market (BIO255A)

• Artificial Intelligence (AI) in Lifesciences
• Market Outlook
• Scope of Report
• Market Summary
• Market Overview of Artificial Intelligence (AI) in Lifesciences
• Overview
• Artificial Intelligence in Drug Discovery
• Artificial Intelligence in Molecular Diagnostics
• Artificial Intelligence in Clinical Diagnostics
• Artificial Intelligence in Clinical Trials
• Artificial Intelligence in Precision Medicine
• Market Dynamics of Artificial Intelligence (AI) in Lifesciences
• Market Driver
• Market Restraint
• Market Opportunity
• Market Challenge
• Emerging Technologies and Developments
• Introduction
• Market Analysis of Artificial Intelligence (AI) in Lifesciences by Product
• Software
• Services
• Market Analysis of Artificial Intelligence (AI) in Lifesciences by Region
• Global
• North America
• Europe
• Asia-Pacific
• Rest of the World

Chapter 5 Artificial Intelligence (AI) in Cancer (BIO196B)

• Artificial Intelligence (AI) in Cancer
• Market Outlook
• Scope of Report
• Market Insights
• Market Overview of Artificial Intelligence (AI) in Cancer
• Overview
• Current and Emerging Applications of AI in Cancer
• Market Dynamics of Artificial Intelligence (AI) in Cancer
• Market Driver
• Market Restraint
• Market Opportunity
• Emerging Technologies
• Introduction
• Emerging Technologies
• Market Analysis of Artificial Intelligence (AI) in Cancer by Cancer Type
• Breast Cancer
• Lung Cancer
• Prostate Cancer
• Gastrointestinal Cancer
• Brain Cancer
• Other Cancers
• Market Analysis of Artificial Intelligence (AI) in Cancer by Region
• Market Size and Forecast
• North America
• Europe
• Asia-Pacific
• Rest of the World
• Sustainability in the AI in the Cancer Market
• Introduction
• Understanding the ESG Data
• Environmental Performance
• Social Performance
• Governance Performance
• Concluding Remarks from BCC

Chapter 6 AI in Clinical and Molecular Diagnostics Market (BIO261A)

• AI in Clinical and Molecular Diagnostics
• Market Outlook
• Scope of Report
• Market Summary
• Market Overview of AI in Clinical and Molecular Diagnostics
• Overview
• History of AI
• Rise of Machine Learning
• Machine Learning vs. Deep Learning vs. Neural Networks
• Types of Machine Learning
• Advantages and Disadvantages of ML Algorithms
• AI in Healthcare
• AI in Clinical Diagnostics
• AI in Molecular Diagnostics
• Market Dynamics of AI in Clinical and Molecular Diagnostics
• Overview
• Market Driver
• Market Restraint
• Market Opportunity
• Regulatory Structure
• Emerging Technologies and Developments
• Latest Technologies/Developments
• Market Analysis of AI in Clinical and Molecular Diagnostics by Component
• Software
• Services
• Hardware
• Market Analysis of AI in Clinical and Molecular Diagnostics by Region
• North America
• Europe
• Asia-Pacific
• Rest of the World
• Sustainability in AI in Clinical and Molecular Diagnostics: An ESG Perspective
• Environmental Sustainability
• Social: Ensuring that AI Benefits All Society
• Governance Impacts

Chapter 7 Industrial IoT (IIoT): Global Markets (IFT299A)

• Industrial IoT (IIoT)
• Market Outlook
• Scope of Report
• Market Summary
• Market Dynamics and Growth Factors of Industrial IoT (IIoT)
• Segmental Analysis
• Regional Insights and Emerging Markets
• Conclusion
• Market Overview of Industrial IoT (IIoT)
• Overview
• Case Studies
• Market Dynamics of Industrial IoT (IIoT)
• Market Driver
• Market Challenge
• Market Opportunity
• Emerging Technologies and Developments
• Overview
• Key Emerging Trends/Technologies for IIoT
• Industrial IOT (IIoT) Market by Deployment
• On-premises
• Cloud
• Industrial IOT (IIoT) Market by Organization Size
• Small & Medium Enterprises (SMEs)
• Large Enterprises
• Market Breakdown of Industrial IoT (IIoT) by Region
• North America
• Europe
• Asia-Pacific
• Rest of the World
• Sustainability in the IIoT Industry: An ESG Perspective
• Overview
• Current Status of ESG in the IIoT Market
• Consumer Attitudes Towards ESG in the IIoT Market
• Concluding Remarks from BCC

Chapter 8 Appendix

• Methodology
• Analyst's Credentials

List of Tables

• Table 1 : Global Market for AI, by Region, Through 2029
• Table 2 : Global Market for AI, by Solution Type, Through 2029
• Table 3 : Global Market for AI, by Region, Through 2029
• Table 4 : ESG Risk Ratings Metric, by Company, 2023
• Table 5 : Global Market for AI Technology in the Oil and Gas Sector, by Region, Through 2028
• Table 6 : Global Market for AI Technology in the Oil and Gas Sector, by Component, Through 2028
• Table 7 : Global Market for AI in the Oil and Gas Sector, by Region, Through 2028
• Table 8 : ESG Risk Ratings Metric, by Company, 2022
• Table 9 : Global Market for Artificial Intelligence (AI) in Life Sciences, by Product, Through 2029
• Table 10 : Publications Referencing Artificial Intelligence in Life Sciences, 2021-2023
• Table 11 : Artificial Intelligence in Life Science Products from Global Players
• Table 12 : Different Types of Data Used in the Life Science Industry for Artificial Intelligence
• Table 13 : Artificial Intelligence in the Life Sciences: Emerging Technologies
• Table 14 : Global Market for AI in Life Sciences, by Product, Through 2029
• Table 15 : Global Market for AI in Life Sciences, by Region, Through 2029
• Table 16 : Global Market for AI in Cancer, by Region, Through 2029
• Table 17 : Incidence and Mortality Rates of Cancer Across Regions, 2022
• Table 18 : Global Market for AI in Cancer, by Cancer Type, Through 2029
• Table 19 : Global Market for AI in Cancer, by Region, Through 2029
• Table 20 : ESG Rankings for Major Cancer AI Companies, 2024*
• Table 21 : ESG: Environmental Overview
• Table 22 : ESG: Social Overview
• Table 23 : ESG: Governance Overview
• Table 24 : Global Market for AI in Clinical and Molecular Diagnostics, by Type, Through 2029
• Table 25 : Regulations Pertaining to AI Medical Diagnostics
• Table 26 : Global Market for AI in Clinical and Molecular Diagnostics, by Component, Through 2029
• Table 27 : Global Market for AI in Clinical and Molecular Diagnostics, by Region, Through 2029
• Table 28 : Global Market for IIoT, by Deployment, Through 2028
• Table 29 : IIoT Use Cases
• Table 30 : Global Market for IIoT, by Deployment, Through 2028
• Table 31 : Global Market for IIoT, by Organization Size, Through 2028
• Table 32 : Global Market for IIoT, by Region, Through 2028
• Table 33 : ESG Risk Ratings Metric, by Company, 2022

List of Figures

• Figure 1 : Global Market Shares of AI, by Region, 2023
• Figure 2 : Emerging Technologies in the AI Market
• Figure 3 : Global Market Shares of AI, by Solution Type, 2023
• Figure 4 : Global Market Shares of AI, by Region, 2023
• Figure 5 : Global Market Shares of AI Technology in the Oil and Gas Sector, by Region, 2022
• Figure 6 : Emerging Technologies in the Market for AI in the Oil and Gas Sector
• Figure 7 : Global Market Shares of AI Technology in the Oil and Gas Sector, by Component, 2022
• Figure 8 : Global Market Shares of AI in the Oil and Gas Sector, by Region, 2022
• Figure 9 : Global Market for Artificial Intelligence (AI) in Life Sciences, by Product, 2021-2029
• Figure 10 : Breakdown of Publications Referencing Artificial Intelligence in Life Sciences, 2021-2023
• Figure 11 : Global Market Shares of AI in Life Sciences, by Product, 2023
• Figure 12 : Global Market Shares of AI in Life Sciences, by Region, 2023
• Figure 13 : Global Market Shares of AI in Cancer, by Region, 2023
• Figure 14 : Role of AI in Cancer Drug Discovery and Development
• Figure 15 : Emerging Technologies in AI in Cancer Market
• Figure 16 : Global Market Shares of AI in Cancer, by Cancer Type, 2023
• Figure 17 : Global Market Shares of AI in Cancer, by Region, 2023
• Figure 18 : Global Market for AI in Clinical and Molecular Diagnostics, by Type, 2021-2029
• Figure 19 : Global Market Shares of AI in Clinical and Molecular Diagnostics, by Component, 2023
• Figure 20 : Global Market Shares of AI in Clinical and Molecular Diagnostics, by Region, 2023
• Figure 21 : Global Market Shares of IIoT, by Deployment, 2022