2025-2029年全球人工智慧商业伦理市场

全球商业人工智慧伦理市场预计在 2024-2029 年预测期内将达到 16.395 亿美元，复合年增长率为 29.5%。

本报告对全球商业人工智慧伦理市场进行了全面分析，包括市场规模和预测、趋势、成长要素和挑战，以及对约 25 家供应商的分析。

该报告对当前市场格局、最新趋势和驱动因素以及整体市场环境进行了最新分析，而整体市场环境的驱动因素包括：监管和合规要求的增加、公众和企业对声誉风险的认识不断提高，以及人工智慧系统的快速普及和日益复杂的应用。

本研究采用客观的方法，结合一手和二手讯息，包括来自主要行业相关人员的意见。报告包含全面的市场规模数据、区域細項分析、供应商格局以及对主要企业的分析。报告提供历史数据和预测数据。

研究指出，生成式人工智慧专业管治的出现是未来几年推动全球商业人工智慧伦理市场成长的关键因素之一，从高层次原则到实际操作的转变，以及人工智慧审核和第三方认证的日益正规化，预计将在市场上产生巨大的需求。

目录

第一章执行摘要

第二章 Technavio 分析

• 价格、生命週期、顾客购买篮、采用率和购买标准分析
• 投入与差异化因素的重要性
• 混淆来源
• 驱动因素和挑战的影响

第三章 市场情势

• 市场生态系统
• 市场特征
• 价值链分析

第四章 市场规模

• 市场定义
• 市场区隔分析
• 2024年市场规模
• 2024-2029年市场展望

第五章 市场规模表现

• 2019-2023年全球人工智慧商业伦理市场
• 2019-2023年组件细分市场分析
• 2019-2023年按部署方式分類的细分市场分析
• 应用细分市场分析 2019-2023
• 2019-2023年区域细分市场分析
• 2019-2023年国家细分市场分析

第六章五力分析

• 五力分析概述
• 买方的议价能力
• 供应商的议价能力
• 新进入者的威胁
• 替代品的威胁
• 竞争威胁
• 市场状况

7. 按组件进行市场细分

• 比较：按组件
• 软体
• 服务
• 按组件分類的市场机会

8. 依部署方式进行市场区隔

• 比较：依部署方式
• 基于云端的
• 本地部署
• 杂交种
• 按部署方式分類的市场机会

第九章 按应用进行市场细分

• 比较：透过应用
• 法律与合规
• 财务和风险管理
• 人力资源与人才管理
• 产品开发
• 其他的
• 按应用分類的市场机会

第十章 客户情况

第十一章 区域情势

• 区域细分
• 区域比较
• 北美洲
  • 美国
  • 加拿大
  • 墨西哥
• 欧洲
  • 德国
  • 英国
  • 法国
  • 荷兰
  • 义大利
  • 西班牙
• 亚太地区
  • 中国
  • 日本
  • 印度
  • 韩国
  • 澳洲
  • 印尼
• 中东和非洲
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 南非
  • 以色列
  • 土耳其
• 南美洲
  • 巴西
  • 阿根廷
  • 哥伦比亚
• 各区域的市场机会

第十二章：驱动因素、挑战与机会

• 市场驱动因素
• 市场挑战
• 驱动因素和挑战的影响
• 市场机会

第十三章 竞争格局

• 概述
• 竞争格局
• 令人困惑的局面
• 产业风险

第十四章 竞争分析

• 公司简介
• 企业排名指数
• 公司市场定位
• Accenture PLC
• Amazon Web Services Inc.
• Anthropic
• Boston Consulting Group Inc.
• Credo AI
• Deloitte Touche Tohmatsu Ltd.
• Google LLC
• Holistic AI Inc
• IBM Corp.
• McKinsey and Co.
• Meta Platforms Inc.
• Microsoft Corp.
• OpenAI
• Salesforce Inc.
• SAP SE

第十五章附录

The global AI ethics in business market is forecasted to grow by USD 1639.5 mn during 2024-2029, accelerating at a CAGR of 29.5% during the forecast period. The report on the global AI ethics in business market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by increasingly stringent regulatory and compliance mandates, growing public and enterprise awareness of reputational risk, rapid proliferation and increasing complexity of AI systems.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global AI ethics in business market is segmented as below:

By Component

• Software
• Services

By Deployment

• Cloud based
• On premises
• Hybrid

By Application

• Legal and compliance
• Finance and risk management
• HR and talent management
• Product development
• Others

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • The Netherlands
  • Italy
  • Spain
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• South America
  • Brazil
  • Argentina
  • Colombia
• Rest of World (ROW)

This study identifies the emergence of specialized governance for generative AI as one of the prime reasons driving the global AI ethics in business market growth during the next few years. Also, shift from high level principles to practical operationalization and formalization of AI auditing and third party certification will lead to sizable demand in the market.

The report on the global AI ethics in business market covers the following areas:

• Global AI ethics in business market sizing
• Global AI ethics in business market forecast
• Global AI ethics in business market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global AI ethics in business market vendors that include Accenture PLC, Amazon Web Services Inc., Anthropic, Boston Consulting Group Inc., Credo AI, DataRobot Inc., Deloitte Touche Tohmatsu Ltd., Ernst and Young Global Ltd., Fairly AI, Google LLC, Holistic AI Inc, IBM Corp., McKinsey and Co., Meta Platforms Inc., Microsoft Corp., OpenAI, PricewaterhouseCoopers LLP, Salesforce Inc., SAP SE. Also, the global AI ethics in business market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global AI Ethics In Business Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI Ethics In Business Market 2019 - 2023 ($ million)
• 5.2 Component segment analysis 2019 - 2023
  • Historic Market Size - Component Segment 2019 - 2023 ($ million)
• 5.3 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.4 Application segment analysis 2019 - 2023
  • Historic Market Size - Application Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition

7 Market Segmentation by Component

• 7.1 Market segments
• 7.2 Comparison by Component
• 7.3 Software - Market size and forecast 2024-2029
• 7.4 Services - Market size and forecast 2024-2029
• 7.5 Market opportunity by Component
  • Market opportunity by Component ($ million)

8 Market Segmentation by Deployment

• 8.1 Market segments
• 8.2 Comparison by Deployment
• 8.3 Cloud based - Market size and forecast 2024-2029
• 8.4 On premises - Market size and forecast 2024-2029
• 8.5 Hybrid - Market size and forecast 2024-2029
• 8.6 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

9 Market Segmentation by Application

• 9.1 Market segments
• 9.2 Comparison by Application
• 9.3 Legal and compliance - Market size and forecast 2024-2029
• 9.4 Finance and risk management - Market size and forecast 2024-2029
• 9.5 HR and talent management - Market size and forecast 2024-2029
• 9.6 Product development - Market size and forecast 2024-2029
• 9.7 Others - Market size and forecast 2024-2029
• 9.8 Market opportunity by Application
  • Market opportunity by Application ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
• 11.2 Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • 11.3.1 US - Market size and forecast 2024-2029
  • 11.3.2 Canada - Market size and forecast 2024-2029
  • 11.3.3 Mexico - Market size and forecast 2024-2029
• 11.4 Europe - Market size and forecast 2024-2029
  • 11.4.1 Germany - Market size and forecast 2024-2029
  • 11.4.2 UK - Market size and forecast 2024-2029
  • 11.4.3 France - Market size and forecast 2024-2029
  • 11.4.4 The Netherlands - Market size and forecast 2024-2029
  • 11.4.5 Italy - Market size and forecast 2024-2029
  • 11.4.6 Spain - Market size and forecast 2024-2029
• 11.5 APAC - Market size and forecast 2024-2029
  • 11.5.1 China - Market size and forecast 2024-2029
  • 11.5.2 Japan - Market size and forecast 2024-2029
  • 11.5.3 India - Market size and forecast 2024-2029
  • 11.5.4 South Korea - Market size and forecast 2024-2029
  • 11.5.5 Australia - Market size and forecast 2024-2029
  • 11.5.6 Indonesia - Market size and forecast 2024-2029
• 11.6 Middle East and Africa - Market size and forecast 2024-2029
  • 11.6.1 Saudi Arabia - Market size and forecast 2024-2029
  • 11.6.2 UAE - Market size and forecast 2024-2029
  • 11.6.3 South Africa - Market size and forecast 2024-2029
  • 11.6.4 Israel - Market size and forecast 2024-2029
  • 11.6.5 Turkey - Market size and forecast 2024-2029
• 11.7 South America - Market size and forecast 2024-2029
  • 11.7.1 Brazil - Market size and forecast 2024-2029
  • 11.7.2 Argentina - Market size and forecast 2024-2029
  • 11.7.3 Colombia - Market size and forecast 2024-2029
• 11.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

• 12.1 Market drivers
  • Increasingly stringent regulatory and compliance mandates
  • Growing public and enterprise awareness of reputational risk
  • Rapid proliferation and increasing complexity of AI systems
• 12.2 Market challenges
  • Lack of global standardization and regulatory fragmentation
  • Complexity of operationalizing ethics and scarcity of specialized talent
  • Difficulty in demonstrating and measuring return on investment
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities
  • Emergence of specialized governance for generative AI
  • Shift from high level principles to practical operationalization
  • Formalization of AI auditing and third party certification

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Accenture PLC
  • Accenture PLC - Overview
  • Accenture PLC - Business segments
  • Accenture PLC - Key news
  • Accenture PLC - Key offerings
  • Accenture PLC - Segment focus
  • SWOT
• 14.5 Amazon Web Services Inc.
  • Amazon Web Services Inc. - Overview
  • Amazon Web Services Inc. - Product / Service
  • Amazon Web Services Inc. - Key news
  • Amazon Web Services Inc. - Key offerings
  • SWOT
• 14.6 Anthropic
  • Anthropic - Overview
  • Anthropic - Product / Service
  • Anthropic - Key offerings
  • SWOT
• 14.7 Boston Consulting Group Inc.
  • Boston Consulting Group Inc. - Overview
  • Boston Consulting Group Inc. - Product / Service
  • Boston Consulting Group Inc. - Key offerings
  • SWOT
• 14.8 Credo AI
  • Credo AI - Overview
  • Credo AI - Product / Service
  • Credo AI - Key offerings
  • SWOT
• 14.9 Deloitte Touche Tohmatsu Ltd.
  • Deloitte Touche Tohmatsu Ltd. - Overview
  • Deloitte Touche Tohmatsu Ltd. - Business segments
  • Deloitte Touche Tohmatsu Ltd. - Key offerings
  • Deloitte Touche Tohmatsu Ltd. - Segment focus
  • SWOT
• 14.10 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 14.11 Holistic AI Inc
  • Holistic AI Inc - Overview
  • Holistic AI Inc - Product / Service
  • Holistic AI Inc - Key offerings
  • SWOT
• 14.12 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 14.13 McKinsey and Co.
  • McKinsey and Co. - Overview
  • McKinsey and Co. - Product / Service
  • McKinsey and Co. - Key offerings
  • SWOT
• 14.14 Meta Platforms Inc.
  • Meta Platforms Inc. - Overview
  • Meta Platforms Inc. - Business segments
  • Meta Platforms Inc. - Key offerings
  • Meta Platforms Inc. - Segment focus
  • SWOT
• 14.15 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 14.16 OpenAI
  • OpenAI - Overview
  • OpenAI - Product / Service
  • OpenAI - Key offerings
  • SWOT
• 14.17 Salesforce Inc.
  • Salesforce Inc. - Overview
  • Salesforce Inc. - Product / Service
  • Salesforce Inc. - Key news
  • Salesforce Inc. - Key offerings
  • SWOT
• 14.18 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT

15 Appendix

• 15.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations