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1781157

人工智慧管治市場：全球產業分析、市場規模、佔有率、成長、趨勢和未來預測（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個工作天內

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簡介目錄

Persistence Market Research 最近發布了對全球人工智慧管治市場的全面分析，對重要市場動態（包括促進因素、趨勢、機會和挑戰）進行了全面評估，並對市場結構提供了詳細的見解。

關鍵見解

  • 人工智慧管治市場規模（2025年）：4.861億美元
  • 市場規模預測（以金額為準，2032年）：95.404億美元
  • 全球市場成長率（2025-2032年年複合成長率）：53.0%

人工智慧管治市場 - 分析範圍

人工智慧管治是指指導人工智慧系統以合乎道德且負責任的方式開發和部署的政策、程序和技術框架。這包括法規遵從性、課責結構、透明度和風險管理實務。人工智慧管治市場服務於金融、醫療、製造、零售和公共部門等眾多行業。它涵蓋軟體平台、諮詢服務、風險管理解決方案和合規工具，以確保人工智慧系統符合組織價值觀和社會規範。市場成長的驅動力包括：監管審查力度的加強、對演算法偏見日益成長的擔憂，以及對健全監督機制的需求，以建立對人工智慧主導應用程式的信任。

市場成長動力：

全球人工智慧管治市場的發展受到各行各業日益普及人工智慧技術的推動，這推動了對確保透明度、課責和合乎道德使用的框架的需求。各國政府和國際組織已頒布法規和指南，例如《歐盟人工智慧法案》和《美國演算法責任制法案》，要求部署人工智慧系統的組織必須遵守相關規定。此外，為了避免聲譽風險、確保資料隱私並應對不透明或「黑盒子」人工智慧模型帶來的挑戰，企業增加對人工智慧管治的投資。可解釋人工智慧（XAI）、偏見檢測工具和自動化合規報告的技術進步進一步推動市場成長。

市場限制：

儘管前景光明，人工智慧管治市場仍面臨一些限制因素，包括管治模式缺乏標準化、實施成本高昂以及在符合倫理道德的人工智慧實施方面缺乏專業知識。有些機器學習演算法複雜且不透明，難以進行有效的審核和監管。此外，中小企業通常缺乏採用全面人工智慧管治解決方案的資源和技術能力。此外，監管格局因地區和行業而異，這增加了合規負擔，並使統一的管治實踐變得困難。

市場機會：

由於監管協調壓力日益增大以及可互通框架的開發，人工智慧管治市場蘊藏著巨大的成長機會。市場對整合資料處理歷程、模型監控和決策追蹤功能的人工智慧管治工具的需求日益成長。醫療保健和金融等行業也蘊藏著機會，因為這些產業對合規性和透明度非常重要。技術提供者、監管機構和學術機構之間的策略合作可以促進開放原始碼工具和全球標準的發展。此外，將人工智慧管治整合到更廣泛的企業風險管理（ERM）系統中，為供應商擴展產品線和開發相關市場打開了大門。

本報告回答的關鍵問題

  • 推動全球人工智慧管治市場成長的主要因素有哪些？
  • 哪些技術和服務將成為整個產業部署人工智慧管治的核心？
  • 監理發展如何影響人工智慧管治框架的採用？
  • 人工智慧管治市場的主要參與者是誰？他們保持競爭力的策略是什麼？
  • 世界不同地區人工智慧管治的新興趨勢和長期前景如何？

目錄

第1章 執行摘要

第2章 市場概述

  • 市場範圍和定義
  • 價值鏈分析
  • 宏觀經濟因素
    • 全球GDP展望
    • 全球建設產業概況
    • 全球礦業概況
  • 預測因子：相關性和影響力
  • COVID-19影響評估
  • PESTLE分析
  • 波特五力分析
  • 地緣政治緊張局勢：市場影響
  • 監管和技術格局

第3章 市場動態

  • 促進因素
  • 抑制因素
  • 機會
  • 趨勢

第4章 價格趨勢分析（2019-2032）

  • 區域定價分析
  • 依細分市場定價
  • 影響價格的因素

第5章 全球人工智慧管治市場展望：過去（2019-2024）與預測（2025-2032）

  • 主要亮點
  • 全球人工智慧管治市場展望：依組成部分
    • 引言/主要發現
    • 歷史市場規模分析：依組成部分（以金額為準，2019-2024年）
    • 當前市場規模預測：依組成部分（以金額為準，2025-2032）
      • AI管治平台
        • 雲端基礎/基於Web
        • 本地
      • 人工智慧管治服務
        • 合規服務
        • 人工智慧倫理諮詢
        • 資料管治服務
        • 審核和測試服務
        • 其他
    • 市場吸引力分析：依組成部分
  • 全球人工智慧管治市場展望：依公司規模
    • 引言/主要發現
    • 歷史市場規模分析：依公司規模（以金額為準，2019-2024年）
    • 當前市場規模預測：依公司規模（以金額為準，2025-2032）
      • 小型辦公室（1-9名員工）
      • 小型企業（10-99名員工）
      • 中型公司（100-499名員工）
      • 大型公司（500-999名員工）
      • 巨型公司（員工超過 1,000 人）
    • 市場吸引力分析：依公司規模
  • 全球人工智慧管治市場展望：依產業
    • 引言/主要發現
    • 歷史市場規模分析：依產業（以金額為準，2019-2024年）
    • 目前市場規模預測：依產業（以金額為準，2025-2032）
      • 金融業
      • 製造/資源
      • 送貨服務
      • 服務
      • 公共部門
      • 基礎設施
    • 產業市場吸引力分析

第6章 全球人工智慧管治市場展望：依地區

  • 主要亮點
  • 歷史市場規模分析：依地區（以金額為準，2019-2024年）
  • 目前市場規模預測：依地區（以金額為準，2025-2032）
    • 北美洲
    • 歐洲
    • 東亞
    • 南亞和大洋洲
    • 拉丁美洲
    • 中東和非洲
  • 市場吸引力分析：依地區

第7章 北美人工智慧管治市場展望：歷史（2019-2024）與預測（2025-2032）

第8章 歐洲人工智慧管治市場展望：過去（2019-2024年）與預測（2025-2032年）

第9章 東亞人工智慧管治市場展望：過去（2019-2024）與預測（2025-2032）

第10章 南亞和大洋洲人工智慧管治市場展望：過去（2019-2024年）和預測（2025-2032年）

第11章 拉丁美洲人工智慧管治市場展望：歷史（2019-2024年）與預測（2025-2032年）

第12章 中東和非洲人工智慧管治市場展望：歷史（2019-2024年）和預測（2025-2032年）

第13章 競爭格局

  • 市場佔有率分析（2024年）
  • 市場結構
    • 競爭強度圖
    • 競爭儀表板
  • 公司簡介
    • IBM Corporation
    • Microsoft
    • H2O.ai
    • Google
    • SAP
    • Abzoids
    • TruEra
    • Protopia AI
    • Arthur
    • Kintsugi
    • MOSTLY AI
    • Scale AI

第14章 附錄

  • 分析方法
  • 分析假設
  • 首字母縮寫和簡稱
簡介目錄
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