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市场调查报告书
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1781157

人工智慧管治市场：全球产业分析、市场规模、份额、成长、趋势和未来预测（2025-2032）

AI Governance Market: Global Industry Analysis, Size, Share, Growth, Trends, and Forecast, 2025 - 2032
出版日期: | 出版商: Persistence Market Research | 英文 289 Pages | 商品交期: 2-5个工作天内

价格
简介目录

Persistence Market Research 最近发布了对全球人工智慧管治市场的全面分析，对关键市场动态（包括驱动因素、趋势、机会和挑战）进行了全面评估，并对市场结构提供了详细的见解。

关键见解

  • 人工智慧管治市场规模（2025年）：4.861亿美元
  • 市场规模预测（以金额为准，2032 年）：95.404 亿美元
  • 全球市场成长率（2025-2032年复合年增长率）：53.0%

人工智慧管治市场——分析范围

人工智慧管治是指指导人工智慧系统以合乎道德且负责任的方式开发和部署的政策、程序和技术框架。这包括法规遵从性、课责结构、透明度和风险管理实务。人工智慧管治市场服务于金融、医疗、製造、零售和公共部门等众多行业。它涵盖软体平台、咨询服务、风险管理解决方案和合规工具，以确保人工智慧系统符合组织价值观和社会规范。市场成长的驱动力包括：监管审查力度的加强、对演算法偏见日益增长的担忧，以及对健全监督机制的需求，以建立对人工智慧主导应用程式的信任。

市场成长动力：

全球人工智慧管治市场的发展受到各行各业日益普及人工智慧技术的推动，这推动了对确保透明度、课责和合乎道德使用的框架的需求。各国政府和国际组织已颁布法规和指南，例如《欧盟人工智慧法案》和《美国演算法责任制法案》，要求部署人工智慧系统的组织必须遵守相关规定。此外，为了避免声誉风险、确保资料隐私并应对不透明或「黑盒子」人工智慧模型带来的挑战，企业正在增加对人工智慧管治的投资。可解释人工智慧 (XAI)、偏见检测工具和自动化合规报告的技术进步正在进一步推动市场成长。

市场限制：

儘管前景光明，人工智慧管治市场仍面临一些限制因素，包括管治模式缺乏标准化、实施成本高昂以及在符合伦理道德的人工智慧实施方面缺乏专业知识。有些机器学习演算法复杂且不透明，难以进行有效的审核和监管。此外，中小企业通常缺乏采用全面人工智慧管治解决方案的资源和技术能力。此外，监管格局因地区和行业而异，这增加了合规负担，并使统一的管治实践变得困难。

市场机会：

由于监管协调压力日益增大以及可互通框架的开发，人工智慧管治市场蕴藏着巨大的成长机会。市场对整合资料处理历程、模型监控和决策追踪功能的人工智慧管治工具的需求日益增长。医疗保健和金融等行业也蕴藏着机会，因为这些产业对合规性和透明度至关重要。技术提供者、监管机构和学术机构之间的策略合作可以促进开放原始码工具和全球标准的发展。此外，将人工智慧管治整合到更广泛的企业风险管理 (ERM) 系统中，为供应商扩展产品线和开发相关市场打开了大门。

本报告回答的关键问题

  • 推动全球人工智慧管治市场成长的关键因素有哪些？
  • 哪些技术和服务将成为整个产业部署人工智慧管治的核心？
  • 监理发展如何影响人工智慧管治框架的采用？
  • 人工智慧管治市场的主要参与者是谁？他们保持竞争力的策略是什么？
  • 世界不同地区人工智慧管治的新兴趋势和长期前景如何？

目录

第一章执行摘要

第二章 市场概述

  • 市场范围和定义
  • 价值链分析
  • 宏观经济因素
    • 全球GDP展望
    • 全球建设产业概况
    • 全球矿业概况
  • 预测因子：相关性和影响力
  • COVID-19影响评估
  • PESTLE分析
  • 波特五力分析
  • 地缘政治紧张局势：市场影响
  • 监管和技术格局

第三章 市场动态

  • 驱动程式
  • 抑制因素
  • 机会
  • 趋势

第四章 价格趋势分析（2019-2032）

  • 区域定价分析
  • 按细分市场定价
  • 影响价格的因素

第五章全球人工智慧管治市场展望：过去（2019-2024）与预测（2025-2032）

  • 主要亮点
  • 全球人工智慧管治市场展望（按组成部分）
    • 引言/主要发现
    • 按组件分類的历史市场规模分析（以金额为准，2019-2024 年）
    • 当前市场规模预测（按组件划分）（以金额为准，2025-2032）
      • AI管治平台
        • 云端基础/基于Web
        • 本地
      • 人工智慧管治服务
        • 合规服务
        • 人工智慧伦理咨询
        • 资料管治服务
        • 审核和测试服务
        • 其他的
    • 按组件进行市场吸引力分析
  • 全球人工智慧管治市场展望（按公司规模）
    • 引言/主要发现
    • 历史市场规模分析：依公司规模（以金额为准，2019-2024 年）
    • 按公司规模分類的当前市场规模预测（以金额为准，2025-2032）
      • 小型办公室（1-9 名员工）
      • 小型企业（10-99 名员工）
      • 中型公司（100-499 名员工）
      • 大型公司（500-999 名员工）
      • 大型公司（员工超过 1,000 人）
    • 市场吸引力分析：按公司规模
  • 全球人工智慧管治市场产业展望
    • 引言/主要发现
    • 历史市场规模分析：按产业（以金额为准，2019-2024 年）
    • 目前各产业市场规模预测（以金额为准，2025-2032）
      • 金融业
      • 製造/资源
      • 送货服务
      • 服务
      • 公共部门
      • 基础设施
    • 产业市场吸引力分析

6. 全球人工智慧管治市场区域展望

  • 主要亮点
  • 按地区分類的历史市场规模分析（以金额为准，2019-2024 年）
  • 各地区目前市场规模预测（以金额为准，2025-2032）
    • 北美洲
    • 欧洲
    • 东亚
    • 南亚和大洋洲
    • 拉丁美洲
    • 中东和非洲
  • 按地区分析市场吸引力

第七章北美人工智慧管治市场展望：历史（2019-2024）与预测（2025-2032）

第 8 章欧洲人工智慧管治市场展望：过去（2019-2024 年）与预测（2025-2032 年）

第九章东亚人工智慧管治市场展望：过去（2019-2024）与预测（2025-2032）

第 10 章南亚和大洋洲人工智慧管治市场展望：过去（2019-2024 年）和预测（2025-2032 年）

第 11 章：拉丁美洲人工智慧管治市场展望：历史（2019-2024 年）与预测（2025-2032 年）

第 12 章。中东和非洲人工智慧管治市场展望：历史（2019-2024 年）和预测（2025-2032 年）

第十三章竞争格局

  • 市场占有率分析（2024年）
  • 市场结构
    • 衝突强度图
    • 竞争对手仪表板
  • 公司简介
    • IBM Corporation
    • Microsoft
    • H2O.ai
    • Google
    • SAP
    • Abzoids
    • TruEra
    • Protopia AI
    • Arthur
    • Kintsugi
    • MOSTLY AI
    • Scale AI

第十四章 附录

  • 分析方法
  • 分析假设
  • 首字母缩写和简称
简介目录
Product Code: PMRREP32076

Persistence Market Research has recently released a comprehensive report on the worldwide market for AI governance. The report offers a thorough assessment of crucial market dynamics, including drivers, trends, opportunities, and challenges, providing detailed insights into the market structure.

Key Insights:

  • AI Governance Market Size (2025E): USD 486.1 Million
  • Projected Market Value (2032F): USD 9,540.4 Million
  • Global Market Growth Rate (CAGR 2025 to 2032): 53.0%

AI Governance Market - Report Scope:

AI governance refers to the framework of policies, procedures, and technologies that guide the ethical and responsible development and deployment of artificial intelligence systems. This includes compliance with regulations, accountability structures, transparency, and risk management practices. The AI governance market serves a wide range of industries including finance, healthcare, manufacturing, retail, and public sector institutions. It includes software platforms, consulting services, risk management solutions, and compliance tools to ensure AI systems align with organizational values and societal norms. Market growth is propelled by increasing regulatory scrutiny, growing concerns around algorithmic bias, and the need for robust oversight mechanisms to build trust in AI-driven applications.

Market Growth Drivers:

The global AI governance market is driven by increasing adoption of AI technologies across sectors and the rising need for frameworks to ensure transparency, accountability, and ethical usage. Governments and international bodies are enacting regulations and guidelines, such as the EU's AI Act and the U.S. Algorithmic Accountability Act, mandating compliance for organizations deploying AI systems. Additionally, enterprises are increasingly investing in AI governance to avoid reputational risks, ensure data privacy, and address the challenges posed by opaque or "black-box" AI models. Technological advancements in explainable AI (XAI), bias detection tools, and automated compliance reporting are further accelerating market growth.

Market Restraints:

Despite a promising outlook, the AI governance market faces certain constraints including lack of standardization in governance models, high implementation costs, and limited expertise in ethical AI deployment. The complexity and opacity of some machine learning algorithms make it challenging to audit and regulate them effectively. Moreover, small and medium-sized enterprises often lack the resources and technical capabilities to adopt comprehensive AI governance solutions. Additionally, fragmented regulatory landscapes across different regions and industries increase the compliance burden, making uniform governance practices difficult to implement.

Market Opportunities:

The AI governance market presents substantial growth opportunities with the increasing push for regulatory alignment and the development of interoperable frameworks. There is a rising demand for AI governance tools integrated with data lineage, model monitoring, and decision-tracking functionalities. Opportunities are also emerging from sectors like healthcare and finance where compliance and transparency are paramount. Strategic collaborations between technology providers, regulatory agencies, and academic institutions can foster the development of open-source tools and global standards. Additionally, the integration of AI governance within broader enterprise risk management (ERM) systems opens avenues for vendors to expand their offerings and tap into adjacent markets.

Key Questions Answered in the Report:

  • What are the primary factors driving the growth of the AI governance market globally?
  • Which technologies and services are central to AI governance deployment across industries?
  • How are regulatory developments influencing the adoption of AI governance frameworks?
  • Who are the key players in the AI governance market, and what strategies are they using to maintain competitiveness?
  • What are the emerging trends and long-term prospects for AI governance across global regions?

Competitive Intelligence and Business Strategy:

These firms are integrating AI governance capabilities into their broader AI and cloud service ecosystems, offering end-to-end solutions for model validation, risk assessment, and compliance monitoring. Startups and niche providers are also entering the market with specialized solutions for bias detection, automated documentation, and explainable AI. Collaborations with regulatory agencies, industry consortiums, and research institutions are becoming increasingly important in shaping governance standards and advancing trustworthy AI systems.

Key Companies Profiled:

  • IBM Corporation
  • Microsoft
  • H2O.ai
  • Google
  • SAP
  • Abzoids
  • TruEra
  • Protopia AI
  • Arthur
  • Kintsugi
  • MOSTLY AI
  • Scale AI

AI Governance Market Research Segmentation:

By Component:

  • AI Governance Platforms

* Cloud-based/Web-based

* On-Premise

  • AI Governance Services

* Compliance Services

* AI Ethics Consulting

* Data Governance Services

* Auditing & Testing Services

* Others

By Enterprise Size:

  • Small Offices (1 to 9 Employees)
  • Small Enterprises (10 to 99 Employees)
  • Medium-sized Enterprises (100 to 499 Employees)
  • Large Enterprises (500 to 999 Employees)
  • Very Large Enterprises (1,000+ Employees)

By Industry:

  • Finance

* Banking

* Insurance

* Investment/Securities

  • Manufacturing & Resources

* Discrete Manufacturing

* Process Manufacturing

* Resource Industries

* Agriculture

  • Distribution Services

* Wholesale

* Transportation/Logistics

* Warehousing & Storage

* Shipping

  • Services

* IT/Professional Services

* Consumer & Personal Services

* Media, Entertainment, & Publishing

* Travel & Hospitality

* Legal Services

  • Public Sector

* Government (State/Central)

* Education

* Healthcare

* Aerospace & Defense

* Non-Profit

  • Infrastructure

* Telecommunication

* Energy & Utilities

* Building & Construction

By Region:

  • North America
  • Latin America
  • Europe
  • East Asia
  • South Asia Pacific
  • Middle East and Africa

Table of Contents

1. Executive Summary

  • 1.1. Global AI Governance Market Snapshot 2025 and 2032
  • 1.2. Market Opportunity Assessment, 2025-2032, US$ Mn
  • 1.3. Key Market Trends
  • 1.4. Industry Developments and Key Market Events
  • 1.5. Demand Side and Supply Side Analysis
  • 1.6. PMR Analysis and Recommendations

2. Market Overview

  • 2.1. Market Scope and Definitions
  • 2.2. Value Chain Analysis
  • 2.3. Macro-Economic Factors
    • 2.3.1. Global GDP Outlook
    • 2.3.2. Global Construction Industry Overview
    • 2.3.3. Global Mining Industry Overview
  • 2.4. Forecast Factors - Relevance and Impact
  • 2.5. COVID-19 Impact Assessment
  • 2.6. PESTLE Analysis
  • 2.7. Porter's Five Forces Analysis
  • 2.8. Geopolitical Tensions: Market Impact
  • 2.9. Regulatory and Technology Landscape

3. Market Dynamics

  • 3.1. Drivers
  • 3.2. Restraints
  • 3.3. Opportunities
  • 3.4. Trends

4. Price Trend Analysis, 2019-2032

  • 4.1. Region-wise Price Analysis
  • 4.2. Price by Segments
  • 4.3. Price Impact Factors

5. Global AI Governance Market Outlook: Historical (2019-2024) and Forecast (2025-2032)

  • 5.1. Key Highlights
  • 5.2. Global AI Governance Market Outlook: Component
    • 5.2.1. Introduction/Key Findings
    • 5.2.2. Historical Market Size (US$ Mn) Analysis by Component, 2019-2024
    • 5.2.3. Current Market Size (US$ Mn) Forecast, by Component, 2025-2032
      • 5.2.3.1. AI Governance Platforms
        • 5.2.3.1.1. Cloud-based/Web-based
        • 5.2.3.1.2. On-Premise
      • 5.2.3.2. AI Governance Services
        • 5.2.3.2.1. Compliance Services
        • 5.2.3.2.2. AI Ethics Consulting
        • 5.2.3.2.3. Data Governance Services
        • 5.2.3.2.4. Auditing & Testing Services
        • 5.2.3.2.5. Others
    • 5.2.4. Market Attractiveness Analysis: Component
  • 5.3. Global AI Governance Market Outlook: Enterprise Size
    • 5.3.1. Introduction/Key Findings
    • 5.3.2. Historical Market Size (US$ Mn) Analysis by Enterprise Size, 2019-2024
    • 5.3.3. Current Market Size (US$ Mn) Forecast, by Enterprise Size, 2025-2032
      • 5.3.3.1. Small Offices (1 to 9 Employees)
      • 5.3.3.2. Small Enterprises (10 to 99 Employees)
      • 5.3.3.3. Medium-sized Enterprises (100 to 499 Employees)
      • 5.3.3.4. Large Enterprises (500 to 999 Employees)
      • 5.3.3.5. Very Large Enterprises (1,000+ Employees)
    • 5.3.4. Market Attractiveness Analysis: Enterprise Size
  • 5.4. Global AI Governance Market Outlook: Industry
    • 5.4.1. Introduction/Key Findings
    • 5.4.2. Historical Market Size (US$ Mn) Analysis by Industry, 2019-2024
    • 5.4.3. Current Market Size (US$ Mn) Forecast, by Industry, 2025-2032
      • 5.4.3.1. Finance
      • 5.4.3.2. Manufacturing & Resources
      • 5.4.3.3. Distribution Services
      • 5.4.3.4. Services
      • 5.4.3.5. Public Sector
      • 5.4.3.6. Infrastructure
    • 5.4.4. Market Attractiveness Analysis: Industry

6. Global AI Governance Market Outlook: Region

  • 6.1. Key Highlights
  • 6.2. Historical Market Size (US$ Mn) Analysis by Region, 2019-2024
  • 6.3. Current Market Size (US$ Mn) Forecast, by Region, 2025-2032
    • 6.3.1. North America
    • 6.3.2. Europe
    • 6.3.3. East Asia
    • 6.3.4. South Asia & Oceania
    • 6.3.5. Latin America
    • 6.3.6. Middle East & Africa
  • 6.4. Market Attractiveness Analysis: Region

7. North America AI Governance Market Outlook: Historical (2019-2024) and Forecast (2025-2032)

  • 7.1. Key Highlights
  • 7.2. Pricing Analysis
  • 7.3. North America Market Size (US$ Mn) Forecast, by Country, 2025-2032
    • 7.3.1. U.S.
    • 7.3.2. Canada
  • 7.4. North America Market Size (US$ Mn) Forecast, by Component, 2025-2032
    • 7.4.1. AI Governance Platforms
      • 7.4.1.1. Cloud-based/Web-based
      • 7.4.1.2. On-Premise
    • 7.4.2. AI Governance Services
      • 7.4.2.1. Compliance Services
      • 7.4.2.2. AI Ethics Consulting
      • 7.4.2.3. Data Governance Services
      • 7.4.2.4. Auditing & Testing Services
      • 7.4.2.5. Others
  • 7.5. North America Market Size (US$ Mn) Forecast, by Enterprise Size, 2025-2032
    • 7.5.1. Small Offices (1 to 9 Employees)
    • 7.5.2. Small Enterprises (10 to 99 Employees)
    • 7.5.3. Medium-sized Enterprises (100 to 499 Employees)
    • 7.5.4. Large Enterprises (500 to 999 Employees)
    • 7.5.5. Very Large Enterprises (1,000+ Employees)
  • 7.6. North America Market Size (US$ Mn) Forecast, by Industry, 2025-2032
    • 7.6.1. Finance
    • 7.6.2. Manufacturing & Resources
    • 7.6.3. Distribution Services
    • 7.6.4. Services
    • 7.6.5. Public Sector
    • 7.6.6. Infrastructure

8. Europe AI Governance Market Outlook: Historical (2019-2024) and Forecast (2025-2032)

  • 8.1. Key Highlights
  • 8.2. Pricing Analysis
  • 8.3. Europe Market Size (US$ Mn) Forecast, by Country, 2025-2032
    • 8.3.1. Germany
    • 8.3.2. Italy
    • 8.3.3. France
    • 8.3.4. U.K.
    • 8.3.5. Spain
    • 8.3.6. Russia
    • 8.3.7. Rest of Europe
  • 8.4. Europe Market Size (US$ Mn) Forecast, by Component, 2025-2032
    • 8.4.1. AI Governance Platforms
      • 8.4.1.1. Cloud-based/Web-based
      • 8.4.1.2. On-Premise
    • 8.4.2. AI Governance Services
      • 8.4.2.1. Compliance Services
      • 8.4.2.2. AI Ethics Consulting
      • 8.4.2.3. Data Governance Services
      • 8.4.2.4. Auditing & Testing Services
      • 8.4.2.5. Others
  • 8.5. Europe Market Size (US$ Mn) Forecast, by Enterprise Size, 2025-2032
    • 8.5.1. Small Offices (1 to 9 Employees)
    • 8.5.2. Small Enterprises (10 to 99 Employees)
    • 8.5.3. Medium-sized Enterprises (100 to 499 Employees)
    • 8.5.4. Large Enterprises (500 to 999 Employees)
    • 8.5.5. Very Large Enterprises (1,000+ Employees)
  • 8.6. Europe Market Size (US$ Mn) Forecast, by Industry, 2025-2032
    • 8.6.1. Finance
    • 8.6.2. Manufacturing & Resources
    • 8.6.3. Distribution Services
    • 8.6.4. Services
    • 8.6.5. Public Sector
    • 8.6.6. Infrastructure

9. East Asia AI Governance Market Outlook: Historical (2019-2024) and Forecast (2025-2032)

  • 9.1. Key Highlights
  • 9.2. Pricing Analysis
  • 9.3. East Asia Market Size (US$ Mn) Forecast, by Country, 2025-2032
    • 9.3.1. China
    • 9.3.2. Japan
    • 9.3.3. South Korea
  • 9.4. East Asia Market Size (US$ Mn) Forecast, by Component, 2025-2032
    • 9.4.1. AI Governance Platforms
      • 9.4.1.1. Cloud-based/Web-based
      • 9.4.1.2. On-Premise
    • 9.4.2. AI Governance Services
      • 9.4.2.1. Compliance Services
      • 9.4.2.2. AI Ethics Consulting
      • 9.4.2.3. Data Governance Services
      • 9.4.2.4. Auditing & Testing Services
      • 9.4.2.5. Others
  • 9.5. East Asia Market Size (US$ Mn) Forecast, by Enterprise Size, 2025-2032
    • 9.5.1. Small Offices (1 to 9 Employees)
    • 9.5.2. Small Enterprises (10 to 99 Employees)
    • 9.5.3. Medium-sized Enterprises (100 to 499 Employees)
    • 9.5.4. Large Enterprises (500 to 999 Employees)
    • 9.5.5. Very Large Enterprises (1,000+ Employees)
  • 9.6. East Asia Market Size (US$ Mn) Forecast, by Industry, 2025-2032
    • 9.6.1. Finance
    • 9.6.2. Manufacturing & Resources
    • 9.6.3. Distribution Services
    • 9.6.4. Services
    • 9.6.5. Public Sector
    • 9.6.6. Infrastructure

10. South Asia & Oceania AI Governance Market Outlook: Historical (2019-2024) and Forecast (2025-2032)

  • 10.1. Key Highlights
  • 10.2. Pricing Analysis
  • 10.3. South Asia & Oceania Market Size (US$ Mn) Forecast, by Country, 2025-2032
    • 10.3.1. India
    • 10.3.2. Southeast Asia
    • 10.3.3. ANZ
    • 10.3.4. Rest of SAO
  • 10.4. South Asia & Oceania Market Size (US$ Mn) Forecast, by Component, 2025-2032
    • 10.4.1. AI Governance Platforms
      • 10.4.1.1. Cloud-based/Web-based
      • 10.4.1.2. On-Premise
    • 10.4.2. AI Governance Services
      • 10.4.2.1. Compliance Services
      • 10.4.2.2. AI Ethics Consulting
      • 10.4.2.3. Data Governance Services
      • 10.4.2.4. Auditing & Testing Services
      • 10.4.2.5. Others
  • 10.5. South Asia & Oceania Market Size (US$ Mn) Forecast, by Enterprise Size, 2025-2032
    • 10.5.1. Small Offices (1 to 9 Employees)
    • 10.5.2. Small Enterprises (10 to 99 Employees)
    • 10.5.3. Medium-sized Enterprises (100 to 499 Employees)
    • 10.5.4. Large Enterprises (500 to 999 Employees)
    • 10.5.5. Very Large Enterprises (1,000+ Employees)
  • 10.6. South Asia & Oceania Market Size (US$ Mn) Forecast, by Industry, 2025-2032
    • 10.6.1. Finance
    • 10.6.2. Manufacturing & Resources
    • 10.6.3. Distribution Services
    • 10.6.4. Services
    • 10.6.5. Public Sector
    • 10.6.6. Infrastructure

11. Latin America AI Governance Market Outlook: Historical (2019-2024) and Forecast (2025-2032)

  • 11.1. Key Highlights
  • 11.2. Pricing Analysis
  • 11.3. Latin America Market Size (US$ Mn) Forecast, by Country, 2025-2032
    • 11.3.1. Brazil
    • 11.3.2. Mexico
    • 11.3.3. Rest of LATAM
  • 11.4. Latin America Market Size (US$ Mn) Forecast, by Component, 2025-2032
    • 11.4.1. AI Governance Platforms
      • 11.4.1.1. Cloud-based/Web-based
      • 11.4.1.2. On-Premise
    • 11.4.2. AI Governance Services
      • 11.4.2.1. Compliance Services
      • 11.4.2.2. AI Ethics Consulting
      • 11.4.2.3. Data Governance Services
      • 11.4.2.4. Auditing & Testing Services
      • 11.4.2.5. Others
  • 11.5. Latin America Market Size (US$ Mn) Forecast, by Enterprise Size, 2025-2032
    • 11.5.1. Small Offices (1 to 9 Employees)
    • 11.5.2. Small Enterprises (10 to 99 Employees)
    • 11.5.3. Medium-sized Enterprises (100 to 499 Employees)
    • 11.5.4. Large Enterprises (500 to 999 Employees)
    • 11.5.5. Very Large Enterprises (1,000+ Employees)
  • 11.6. Latin America Market Size (US$ Mn) Forecast, by Industry, 2025-2032
    • 11.6.1. Finance
    • 11.6.2. Manufacturing & Resources
    • 11.6.3. Distribution Services
    • 11.6.4. Services
    • 11.6.5. Public Sector
    • 11.6.6. Infrastructure

12. Middle East & Africa AI Governance Market Outlook: Historical (2019-2024) and Forecast (2025-2032)

  • 12.1. Key Highlights
  • 12.2. Pricing Analysis
  • 12.3. Middle East & Africa Market Size (US$ Mn) Forecast, by Country, 2025-2032
    • 12.3.1. GCC Countries
    • 12.3.2. South Africa
    • 12.3.3. Northern Africa
    • 12.3.4. Rest of MEA
  • 12.4. Middle East & Africa Market Size (US$ Mn) Forecast, by Component, 2025-2032
    • 12.4.1. AI Governance Platforms
      • 12.4.1.1. Cloud-based/Web-based
      • 12.4.1.2. On-Premise
    • 12.4.2. AI Governance Services
      • 12.4.2.1. Compliance Services
      • 12.4.2.2. AI Ethics Consulting
      • 12.4.2.3. Data Governance Services
      • 12.4.2.4. Auditing & Testing Services
      • 12.4.2.5. Others
  • 12.5. Middle East & Africa Market Size (US$ Mn) Forecast, by Enterprise Size, 2025-2032
    • 12.5.1. Small Offices (1 to 9 Employees)
    • 12.5.2. Small Enterprises (10 to 99 Employees)
    • 12.5.3. Medium-sized Enterprises (100 to 499 Employees)
    • 12.5.4. Large Enterprises (500 to 999 Employees)
    • 12.5.5. Very Large Enterprises (1,000+ Employees)
  • 12.6. Middle East & Africa Market Size (US$ Mn) Forecast, by Industry, 2025-2032
    • 12.6.1. Finance
    • 12.6.2. Manufacturing & Resources
    • 12.6.3. Distribution Services
    • 12.6.4. Services
    • 12.6.5. Public Sector
    • 12.6.6. Infrastructure

13. Competition Landscape

  • 13.1. Market Share Analysis, 2024
  • 13.2. Market Structure
    • 13.2.1. Competition Intensity Mapping
    • 13.2.2. Competition Dashboard
  • 13.3. Company Profiles
    • 13.3.1. IBM Corporation
      • 13.3.1.1. Company Overview
      • 13.3.1.2. Product Portfolio/Offerings
      • 13.3.1.3. Key Financials
      • 13.3.1.4. SWOT Analysis
      • 13.3.1.5. Company Strategy and Key Developments
    • 13.3.2. Microsoft
    • 13.3.3. H2O.ai
    • 13.3.4. Google
    • 13.3.5. SAP
    • 13.3.6. Abzoids
    • 13.3.7. TruEra
    • 13.3.8. Protopia AI
    • 13.3.9. Arthur
    • 13.3.10. Kintsugi
    • 13.3.11. MOSTLY AI
    • 13.3.12. Scale AI

14. Appendix

  • 14.1. Research Methodology
  • 14.2. Research Assumptions
  • 14.3. Acronyms and Abbreviations