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AI Governance Market Size, Market Share, Application Analysis, Regional Outlook, Growth Trends, Key Players, Competitive Strategies and Forecasts - 2023 to 2031

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    Report

  • 114 Pages
  • July 2023
  • Region: Global
  • Acute Market Reports
  • ID: 5851299
The AI governance market is experiencing significant growth with an expected CAGR of 67.3% during the forecast period of 2023 to 2031, due to the increasing adoption of artificial intelligence (AI) technologies across various industries. The market revenue is driven by the demand for effective governance frameworks and practices to ensure the responsible and ethical use of AI systems. According to industry reports, the global AI governance market is expected to reach a substantial valuation, with a notable CAGR during the forecast period. AI governance refers to the establishment of policies, regulations, and frameworks that guide the development, deployment, and use of AI technologies. It encompasses ethical considerations, transparency, accountability, fairness, and privacy protection. The growing awareness of the potential risks associated with AI, such as bias, discrimination, and lack of transparency, has prompted organizations to prioritize AI governance to build trust, mitigate risks, and ensure ethical and responsible AI practices. The market is witnessing increased adoption across various sectors, including healthcare, finance, retail, manufacturing, and government. In healthcare, for example, AI governance plays a crucial role in ensuring patient privacy, data security, and the ethical use of AI algorithms in clinical decision-making. Similarly, in the financial sector, AI governance frameworks help address regulatory compliance, prevent fraudulent activities, and maintain fairness in algorithmic trading. Governments and regulatory bodies are also actively focusing on AI governance. They are developing policies and guidelines to govern AI applications, protect consumer rights, and foster innovation while addressing potential risks. The General Data Protection Regulation (GDPR) in Europe is one such example of regulatory efforts to safeguard individual privacy rights and ensure responsible AI use.

Ethical Concerns and Public Awareness

Ethical concerns surrounding AI technologies have become a significant driver for the AI governance market. There is a growing recognition of the potential risks associated with AI, such as bias, discrimination, and privacy violations. Public awareness and demand for ethical AI practices have put pressure on organizations to prioritize AI governance. For example, high-profile cases of biased algorithms and privacy breaches have highlighted the need for transparent and accountable AI systems. This has led to increased adoption of AI governance frameworks to address these concerns and ensure responsible AI use. Public outcry and media coverage surrounding incidents of biased algorithms, such as facial recognition systems that have disproportionately misidentified individuals based on race, has drawn attention to the importance of AI governance in addressing these issues.

Regulatory Compliance and Legal Frameworks

The development of AI governance is also driven by regulatory compliance requirements and the establishment of legal frameworks. Governments and regulatory bodies worldwide are introducing laws and guidelines to ensure the responsible use of AI and protect the rights of individuals. These regulations encompass areas such as data privacy, algorithmic transparency, and fairness. Organizations are motivated to implement AI governance practices to adhere to these regulations and avoid legal repercussions. The General Data Protection Regulation (GDPR) in the European Union mandates strict requirements for data protection, including AI systems. The regulation has pushed organizations to adopt AI governance practices to ensure compliance and avoid penalties.

Business Reputation and Consumer Trust

AI governance is crucial for maintaining a business reputation and building consumer trust. Organizations that prioritize ethical AI practices and demonstrate responsible use of AI systems are more likely to earn the trust and loyalty of their customers. In contrast, instances of biased or unethical AI algorithms can lead to reputational damage and loss of customer confidence. To safeguard their brand image and maintain a competitive edge, businesses are embracing AI governance measures to ensure transparency, fairness, and accountability in their AI applications. Consumer surveys and studies indicate that a significant portion of consumers is concerned about the ethical implications of AI and value companies that prioritize responsible AI practices. Organizations that prioritize AI governance are better positioned to meet consumer expectations and enhance their reputation in the market.

Complexity and Lack of Standardization

One significant restraint in the AI governance market is the complexity and lack of standardization in developing and implementing AI governance frameworks. The diverse nature of AI applications, varying regulatory requirements across jurisdictions, and evolving ethical considerations make it challenging to establish universally applicable guidelines. Each industry sector may have specific needs and nuances that require tailored governance approaches. The absence of standardized practices and frameworks can lead to inconsistency and ambiguity in AI governance implementation, making it difficult for organizations to navigate the complexities of ethical AI. Furthermore, the rapid pace of AI advancements and emerging technologies add to the complexity, as governance frameworks need to adapt to new developments and ensure ongoing compliance. Without clear standards and guidelines, organizations may struggle to establish comprehensive AI governance strategies and may face difficulties in aligning with evolving ethical standards. The absence of a universally accepted AI governance framework is evident in the diverse regulatory approaches adopted globally. Different countries and regions have implemented their own regulations and guidelines specific to AI governance, such as the European Union's GDPR, the United States AI Principles, and Canada's Algorithmic Impact Assessment. These variations highlight the complexity and lack of standardized governance practices, posing challenges for organizations operating in multiple jurisdictions.

On-Premises Deployment Mode Dominates the Market by Deployment Mode

The AI governance market can be categorized based on the deployment mode, with two primary segments: cloud-based and on-premises. The cloud deployment mode is expected to witness the highest CAGR during the forecast period of 2023 to 2031. Cloud-based AI governance solutions offer several advantages, such as scalability, flexibility, and cost-effectiveness. Organizations can leverage cloud platforms to easily deploy and manage AI governance frameworks without the need for significant infrastructure investments. Cloud-based solutions also provide seamless access to updates, enhancements, and collaboration features. The growing adoption of cloud computing across industries and the increasing preference for cloud-based solutions are driving the demand for AI governance in the cloud. On the other hand, the on-premises deployment mode currently held the highest revenue share in the market in 2022. Some organizations, especially those with stringent data security and compliance requirements, prefer to deploy AI governance solutions on-premises to have greater control over their data and infrastructure. These organizations prioritize maintaining data privacy and security within their own premises, which drives the demand for on-premises AI governance solutions. The on-premises deployment mode is particularly prevalent in industries such as finance, healthcare, and government, where data sensitivity and regulatory compliance are critical.

Large Enterprises Dominate the Market by Organization Size

The AI governance market can be segmented based on organization size, with two primary categories: large enterprises and small and medium-sized enterprises (SMEs). Large enterprises currently held the highest revenue share in the market in 2022 due to their extensive adoption of AI technologies and greater resources to invest in AI governance solutions. These organizations have larger budgets and dedicated teams to address governance challenges and ensure responsible AI practices. Large enterprises often handle vast amounts of data and operate in highly regulated industries, making AI governance a priority. On the other hand, SMEs are expected to witness the CAGR during the forecast period of 2023 to 2031. SMEs are increasingly recognizing the importance of AI governance in their operations, driven by factors such as the growing availability of affordable AI technologies and the need to comply with regulatory requirements. While SMEs may have limited resources compared to large enterprises, they are leveraging AI governance solutions to mitigate risks, enhance transparency, and build trust with their stakeholders. Additionally, regulatory bodies and governments are placing emphasis on SMEs' responsible use of AI, which further drives the adoption of AI governance practices.

North America Remains as the Global Leader

North America held the largest revenue share in the market in 2022, driven by the presence of major AI technology providers, strong regulatory frameworks, and the high adoption of AI across various industries. The region has witnessed significant investments in AI research and development, fostering the demand for AI governance solutions. Europe follows closely behind, with stringent data protection regulations such as the General Data Protection Regulation (GDPR) influencing the adoption of AI governance practices. The region also benefits from a strong focus on ethics and responsible AI use. In terms of the highest CAGR, the Asia Pacific region is expected to lead during the forecast period of 2023 to 2031. The region is experiencing rapid digital transformation and increasing investments in AI technologies. Countries like China, Japan, and South Korea are actively implementing AI governance frameworks to address ethical concerns and ensure transparency in AI applications. Moreover, governments in the region are actively promoting AI governance initiatives and regulations to support the responsible deployment of AI. Other regions such as Latin America, the Middle East, and Africa are also witnessing steady growth in AI governance adoption, driven by increasing AI investments and evolving regulatory landscapes. However, the growth rates in these regions may vary due to factors such as infrastructure development, regulatory maturity, and economic conditions.

Market Competition to Intensify During the Forecast Period

The AI governance market is characterized by intense competition among key players striving to establish themselves as leaders in this emerging field. Several companies are actively engaged in developing AI governance solutions and services to address the growing demand for ethical and responsible AI practices. Some of the top players in the market include Microsoft Corporation, IBM Corporation, Google LLC, Salesforce.com, Inc., and Amazon Web Services, Inc. Leading companies are investing heavily in research and development to enhance their AI governance offerings. They are focused on developing robust frameworks, tools, and platforms that address critical aspects such as algorithmic bias, transparency, and accountability. Innovation is key to staying ahead in the market, and companies are continuously refining their solutions to align with evolving ethical standards and regulatory requirements. Collaboration is a common strategy adopted by market players to leverage each other's expertise and expand their market reach. Companies are forming strategic partnerships with industry associations, academic institutions, and regulatory bodies to develop industry standards, share best practices, and contribute to the development of AI governance frameworks. These collaborations help in fostering innovation, knowledge sharing, and collective efforts to address ethical challenges in AI. Market players are well-positioned to capitalize on this opportunity by developing innovative offerings, collaborating with stakeholders, and staying at the forefront of regulatory developments. As organizations increasingly recognize the importance of AI governance, the market is expected to witness substantial growth, offering significant opportunities for players to thrive and shape the future of ethical AI.

Historical & Forecast Period

This study report represents analysis of each segment from 2021 to 2031 considering 2022 as the base year. Compounded Annual Growth Rate (CAGR) for each of the respective segments estimated for the forecast period of 2023 to 2031.

The current report comprises of quantitative market estimations for each micro market for every geographical region and qualitative market analysis such as micro and macro environment analysis, market trends, competitive intelligence, segment analysis, porters five force model, top winning strategies, top investment markets, emerging trends and technological analysis, case studies, strategic conclusions and recommendations and other key market insights.

Research Methodology

The complete research study was conducted in three phases, namely: secondary research, primary research, and expert panel review. key data point that enables the estimation ofAI Governance market are as follows:
  • Research and development budgets of manufacturers and government spendin.
  • Revenues of key companies in the market segment
  • Number of end users and consumption volume, price and value.
  • Geographical revenues generate by countries considered in the report
  • Micro and macro environment factors that are currently influencing the AI Governance market and their expected impact during the forecast period.
Market forecast was performed through proprietary software that analyzes various qualitative and quantitative factors. Growth rate and CAGR were estimated through intensive secondary and primary research. Data triangulation across various data points provides accuracy across various analyzed market segments in the report. Application of both top down and bottom-up approach for validation of market estimation assures logical, methodical and mathematical consistency of the quantitative data.

Market Segmentation

Component
  • Solution
  • Software Tools
  • Platform
  • Services
  • Consulting
  • Integration
  • Support and Maintenance
Deployment Mode
  • Cloud
  • On-premises
Organization Size
  • Large enterprises
  • Small and medium-sized enterprises (SMEs)
Vertical
  • BFSI
  • Government and Defense
  • Healthcare and Life Sciences
  • Media and Entertainment
  • Retail
  • IT and Telecom
  • Automotive
  • Other Verticals (education, travel and tourism, energy and utilities, and manufacturing)

Region Segment (2021 - 2031; US$ Million)

  • North America
  • U.S.
  • Canada
  • Rest of North America
  • UK and European Union
  • UK
  • Germany
  • Spain
  • Italy
  • France
  • Rest of Europe
  • Asia Pacific
  • China
  • Japan
  • India
  • Australia
  • South Korea
  • Rest of Asia Pacific
  • Latin America
  • Brazil
  • Mexico
  • Rest of Latin America
  • Middle East and Africa
  • GCC
  • Africa
  • Rest of Middle East and Africa

Key questions answered in this report

  • What are the key micro and macro environmental factors that are impacting the growth of AI Governance market?
  • What are the key investment pockets with respect to product segments and geographies currently and during the forecast period?
  • Estimated forecast and market projections up to 2031.
  • Which segment accounts for the fastest CAGR during the forecast period?
  • Which market segment holds a larger market share and why?
  • Are low and middle-income economies investing in the AI Governance market?
  • Which is the largest regional market for AI Governance market?
  • What are the market trends and dynamics in emerging markets such as Asia Pacific, Latin America, and Middle East & Africa?
  • Which are the key trends driving AI Governance market growth?
  • Who are the key competitors and what are their key strategies to enhance their market presence in the AI Governance market worldwide?


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Table of Contents

1. Preface
1.1. Report Description
1.1.1. Purpose of the Report
1.1.2. Target Audience
1.1.3. Key Offerings
1.2. Market Segmentation
1.3. Research Methodology
1.3.1. Phase I - Secondary Research
1.3.2. Phase II - Primary Research
1.3.3. Phase III - Expert Panel Review
1.3.4. Assumptions
1.3.5. Approach Adopted
2. Executive Summary
2.1. Market Snapshot: Global AI Governance Market
2.2. Global AI Governance Market, By Component, 2022 (US$ Million)
2.3. Global AI Governance Market, By Deployment Mode, 2022 (US$ Million)
2.4. Global AI Governance Market, By Organization Size, 2022 (US$ Million)
2.5. Global AI Governance Market, By Vertical, 2022 (US$ Million)
2.6. Global AI Governance Market, By Geography, 2022 (US$ Million)
2.7. Attractive Investment Proposition by Geography, 2022
3. AI Governance Market: Competitive Analysis
3.1. Market Positioning of Key AI Governance Market Vendors
3.2. Strategies Adopted by AI Governance Market Vendors
3.3. Key Industry Strategies
3.4. Tier Analysis 2022 Versus 2031
4. AI Governance Market: Macro Analysis & Market Dynamics
4.1. Introduction
4.2. Global AI Governance Market Value, 2021 - 2031, (US$ Million)
4.3. Market Dynamics
4.3.1. Market Drivers
4.3.2. Market Restraints
4.3.3. Key Challenges
4.3.4. Key Opportunities
4.4. Impact Analysis of Drivers and Restraints
4.5. See-Saw Analysis
5. AI Governance Market: By Component, 2021-2031, USD (Million)
5.1. Market Overview
5.2. Growth & Revenue Analysis: 2022 Versus 2031
5.3. Market Segmentation
5.3.1. Solution
5.3.1.1. Software Tools
5.3.1.2. Platform
5.3.2. Services
5.3.2.1. Consulting
5.3.2.2. Integration
5.3.2.3. Support and Maintenance
6. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
6.1. Market Overview
6.2. Growth & Revenue Analysis: 2022 Versus 2031
6.3. Market Segmentation
6.3.1. Cloud
6.3.2. On-premises
7. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
7.1. Market Overview
7.2. Growth & Revenue Analysis: 2022 Versus 2031
7.3. Market Segmentation
7.3.1. Large enterprises
7.3.2. Small and medium-sized enterprises (SMEs)
8. AI Governance Market: By Vertical, 2021-2031, USD (Million)
8.1. Market Overview
8.2. Growth & Revenue Analysis: 2022 Versus 2031
8.3. Market Segmentation
8.3.1. BFSI
8.3.2. Government and Defense
8.3.3. Healthcare and Life Sciences
8.3.4. Media and Entertainment
8.3.5. Retail
8.3.6. IT and Telecom
8.3.7. Automotive
8.3.8. Other Verticals (education, travel and tourism, energy and utilities, and manufacturing)
9. North America AI Governance Market, 2021-2031, USD (Million)
9.1. Market Overview
9.2. AI Governance Market: By Component, 2021-2031, USD (Million)
9.3. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
9.4. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
9.5. AI Governance Market: By Vertical, 2021-2031, USD (Million)
9.6.AI Governance Market: By Region, 2021-2031, USD (Million)
9.6.1.North America
9.6.1.1. U.S.
9.6.1.1.1. AI Governance Market: By Component, 2021-2031, USD (Million)
9.6.1.1.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
9.6.1.1.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
9.6.1.1.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
9.6.1.2. Canada
9.6.1.2.1. AI Governance Market: By Component, 2021-2031, USD (Million)
9.6.1.2.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
9.6.1.2.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
9.6.1.2.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
9.6.1.3. Rest of North America
9.6.1.3.1. AI Governance Market: By Component, 2021-2031, USD (Million)
9.6.1.3.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
9.6.1.3.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
9.6.1.3.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
10. UK and European Union AI Governance Market, 2021-2031, USD (Million)
10.1. Market Overview
10.2. AI Governance Market: By Component, 2021-2031, USD (Million)
10.3. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
10.4. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
10.5. AI Governance Market: By Vertical, 2021-2031, USD (Million)
10.6.AI Governance Market: By Region, 2021-2031, USD (Million)
10.6.1.UK and European Union
10.6.1.1. UK
10.6.1.1.1. AI Governance Market: By Component, 2021-2031, USD (Million)
10.6.1.1.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
10.6.1.1.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
10.6.1.1.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
10.6.1.2. Germany
10.6.1.2.1. AI Governance Market: By Component, 2021-2031, USD (Million)
10.6.1.2.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
10.6.1.2.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
10.6.1.2.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
10.6.1.3. Spain
10.6.1.3.1. AI Governance Market: By Component, 2021-2031, USD (Million)
10.6.1.3.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
10.6.1.3.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
10.6.1.3.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
10.6.1.4. Italy
10.6.1.4.1. AI Governance Market: By Component, 2021-2031, USD (Million)
10.6.1.4.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
10.6.1.4.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
10.6.1.4.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
10.6.1.5. France
10.6.1.5.1. AI Governance Market: By Component, 2021-2031, USD (Million)
10.6.1.5.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
10.6.1.5.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
10.6.1.5.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
10.6.1.6. Rest of Europe
10.6.1.6.1. AI Governance Market: By Component, 2021-2031, USD (Million)
10.6.1.6.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
10.6.1.6.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
10.6.1.6.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
11. Asia Pacific AI Governance Market, 2021-2031, USD (Million)
11.1. Market Overview
11.2. AI Governance Market: By Component, 2021-2031, USD (Million)
11.3. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
11.4. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
11.5. AI Governance Market: By Vertical, 2021-2031, USD (Million)
11.6.AI Governance Market: By Region, 2021-2031, USD (Million)
11.6.1.Asia Pacific
11.6.1.1. China
11.6.1.1.1. AI Governance Market: By Component, 2021-2031, USD (Million)
11.6.1.1.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
11.6.1.1.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
11.6.1.1.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
11.6.1.2. Japan
11.6.1.2.1. AI Governance Market: By Component, 2021-2031, USD (Million)
11.6.1.2.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
11.6.1.2.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
11.6.1.2.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
11.6.1.3. India
11.6.1.3.1. AI Governance Market: By Component, 2021-2031, USD (Million)
11.6.1.3.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
11.6.1.3.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
11.6.1.3.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
11.6.1.4. Australia
11.6.1.4.1. AI Governance Market: By Component, 2021-2031, USD (Million)
11.6.1.4.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
11.6.1.4.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
11.6.1.4.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
11.6.1.5. South Korea
11.6.1.5.1. AI Governance Market: By Component, 2021-2031, USD (Million)
11.6.1.5.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
11.6.1.5.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
11.6.1.5.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
11.6.1.6. Rest of Asia Pacific
11.6.1.6.1. AI Governance Market: By Component, 2021-2031, USD (Million)
11.6.1.6.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
11.6.1.6.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
11.6.1.6.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
12. Latin America AI Governance Market, 2021-2031, USD (Million)
12.1. Market Overview
12.2. AI Governance Market: By Component, 2021-2031, USD (Million)
12.3. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
12.4. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
12.5. AI Governance Market: By Vertical, 2021-2031, USD (Million)
12.6.AI Governance Market: By Region, 2021-2031, USD (Million)
12.6.1.Latin America
12.6.1.1. Brazil
12.6.1.1.1. AI Governance Market: By Component, 2021-2031, USD (Million)
12.6.1.1.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
12.6.1.1.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
12.6.1.1.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
12.6.1.2. Mexico
12.6.1.2.1. AI Governance Market: By Component, 2021-2031, USD (Million)
12.6.1.2.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
12.6.1.2.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
12.6.1.2.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
12.6.1.3. Rest of Latin America
12.6.1.3.1. AI Governance Market: By Component, 2021-2031, USD (Million)
12.6.1.3.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
12.6.1.3.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
12.6.1.3.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
13. Middle East and Africa AI Governance Market, 2021-2031, USD (Million)
13.1. Market Overview
13.2. AI Governance Market: By Component, 2021-2031, USD (Million)
13.3. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
13.4. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
13.5. AI Governance Market: By Vertical, 2021-2031, USD (Million)
13.6.AI Governance Market: By Region, 2021-2031, USD (Million)
13.6.1.Middle East and Africa
13.6.1.1. GCC
13.6.1.1.1. AI Governance Market: By Component, 2021-2031, USD (Million)
13.6.1.1.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
13.6.1.1.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
13.6.1.1.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
13.6.1.2. Africa
13.6.1.2.1. AI Governance Market: By Component, 2021-2031, USD (Million)
13.6.1.2.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
13.6.1.2.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
13.6.1.2.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
13.6.1.3. Rest of Middle East and Africa
13.6.1.3.1. AI Governance Market: By Component, 2021-2031, USD (Million)
13.6.1.3.2. AI Governance Market: By Deployment Mode, 2021-2031, USD (Million)
13.6.1.3.3. AI Governance Market: By Organization Size, 2021-2031, USD (Million)
13.6.1.3.4. AI Governance Market: By Vertical, 2021-2031, USD (Million)
14. Company Profile
14.1. Microsoft Corporation
14.1.1. Company Overview
14.1.2. Financial Performance
14.1.3. Product Portfolio
14.1.4. Strategic Initiatives
14.2. IBM Corporation
14.2.1. Company Overview
14.2.2. Financial Performance
14.2.3. Product Portfolio
14.2.4. Strategic Initiatives
14.3. Google LLC
14.3.1. Company Overview
14.3.2. Financial Performance
14.3.3. Product Portfolio
14.3.4. Strategic Initiatives
14.4. Salesforce.com, Inc.
14.4.1. Company Overview
14.4.2. Financial Performance
14.4.3. Product Portfolio
14.4.4. Strategic Initiatives
14.5. Amazon Web Services, Inc
14.5.1. Company Overview
14.5.2. Financial Performance
14.5.3. Product Portfolio
14.5.4. Strategic Initiatives
14.6. Other Notable Players
14.6.1. Company Overview
14.6.2. Financial Performance
14.6.3. Product Portfolio
14.6.4. Strategic Initiatives
List of Figures
Figure 1 Global AI Governance Market: Market Coverage
Figure 2 Research Methodology and Data Sources
Figure 3 Market Size Estimation - Top Down & Bottom-Up Approach
Figure 4 Global AI Governance Market: Quality Assurance
Figure 5 Global AI Governance Market, By Component, 2022
Figure 6 Global AI Governance Market, By Deployment Mode, 2022
Figure 7 Global AI Governance Market, By Organization Size, 2022
Figure 8 Global AI Governance Market, By Vertical, 2022
Figure 9 Global AI Governance Market, By Geography, 2022
Figure 10 Market Geographical Opportunity Matrix - Global AI Governance Market, 2022
Figure 11 Market Positioning of Key AI Governance Market Players, 2022
Figure 12 Global AI Governance Market - Tier Analysis - Percentage of Revenues by Tier Level, 2022 Versus 2031
Figure 13 Global AI Governance Market, By Component, 2022 Vs 2031, %
Figure 14 Global AI Governance Market, By Deployment Mode, 2022 Vs 2031, %
Figure 15 Global AI Governance Market, By Organization Size, 2022 Vs 2031, %
Figure 16 Global AI Governance Market, By Vertical, 2022 Vs 2031, %
Figure 17 U.S. AI Governance Market (US$ Million), 2021 - 2031
Figure 18 Canada AI Governance Market (US$ Million), 2021 - 2031
Figure 19 Rest of North America AI Governance Market (US$ Million), 2021 - 2031
Figure 20 UK AI Governance Market (US$ Million), 2021 - 2031
Figure 21 Germany AI Governance Market (US$ Million), 2021 - 2031
Figure 22 Spain AI Governance Market (US$ Million), 2021 - 2031
Figure 23 Italy AI Governance Market (US$ Million), 2021 - 2031
Figure 24 France AI Governance Market (US$ Million), 2021 - 2031
Figure 25 Rest of Europe AI Governance Market (US$ Million), 2021 - 2031
Figure 26 China AI Governance Market (US$ Million), 2021 - 2031
Figure 27 Japan AI Governance Market (US$ Million), 2021 - 2031
Figure 28 India AI Governance Market (US$ Million), 2021 - 2031
Figure 29 Australia AI Governance Market (US$ Million), 2021 - 2031
Figure 30 South Korea AI Governance Market (US$ Million), 2021 - 2031
Figure 31 Rest of Asia AI Governance Market (US$ Million), 2021 - 2031
Figure 32 Brazil AI Governance Market (US$ Million), 2021 - 2031
Figure 33 Mexico AI Governance Market (US$ Million), 2021 - 2031
Figure 34 Rest of Latin America AI Governance Market (US$ Million), 2021 - 2031
Figure 35 GCC AI Governance Market (US$ Million), 2021 - 2031
Figure 36 Africa AI Governance Market (US$ Million), 2021 - 2031
Figure 37 Rest of Middle East and Africa AI Governance Market (US$ Million), 2021 - 2031
List of Tables
Table 1 Global Ai Governance Market by Component, 2021-2031, USD (Million)
Table 2 Global Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 3 Global Ai Governance Market by Services, 2021-2031, USD (Million)
Table 4 Global Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 5 Global Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 6 Global Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 7 North America Ai Governance Market by Component, 2021-2031, USD (Million)
Table 8 North America Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 9 North America Ai Governance Market by Services, 2021-2031, USD (Million)
Table 10 North America Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 11 North America Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 12 North America Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 13 U.S. Ai Governance Market by Component, 2021-2031, USD (Million)
Table 14 U.S. Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 15 U.S. Ai Governance Market by Services, 2021-2031, USD (Million)
Table 16 U.S. Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 17 U.S. Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 18 U.S. Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 19 Canada Ai Governance Market by Component, 2021-2031, USD (Million)
Table 20 Canada Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 21 Canada Ai Governance Market by Services, 2021-2031, USD (Million)
Table 22 Canada Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 23 Canada Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 24 Canada Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 25 Rest of North America Ai Governance Market by Component, 2021-2031, USD (Million)
Table 26 Rest of North America Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 27 Rest of North America Ai Governance Market by Services, 2021-2031, USD (Million)
Table 28 Rest of North America Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 29 Rest of North America Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 30 Rest of North America Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 31 UK and European Union Ai Governance Market by Component, 2021-2031, USD (Million)
Table 32 UK and European Union Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 33 UK and European Union Ai Governance Market by Services, 2021-2031, USD (Million)
Table 34 UK and European Union Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 35 UK and European Union Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 36 UK and European Union Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 37 UK Ai Governance Market by Component, 2021-2031, USD (Million)
Table 38 UK Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 39 UK Ai Governance Market by Services, 2021-2031, USD (Million)
Table 40 UK Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 41 UK Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 42 UK Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 43 Germany Ai Governance Market by Component, 2021-2031, USD (Million)
Table 44 Germany Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 45 Germany Ai Governance Market by Services, 2021-2031, USD (Million)
Table 46 Germany Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 47 Germany Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 48 Germany Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 49 Spain Ai Governance Market by Component, 2021-2031, USD (Million)
Table 50 Spain Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 51 Spain Ai Governance Market by Services, 2021-2031, USD (Million)
Table 52 Spain Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 53 Spain Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 54 Spain Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 55 Italy Ai Governance Market by Component, 2021-2031, USD (Million)
Table 56 Italy Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 57 Italy Ai Governance Market by Services, 2021-2031, USD (Million)
Table 58 Italy Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 59 Italy Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 60 Italy Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 61 France Ai Governance Market by Component, 2021-2031, USD (Million)
Table 62 France Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 63 France Ai Governance Market by Services, 2021-2031, USD (Million)
Table 64 France Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 65 France Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 66 France Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 67 Rest of Europe Ai Governance Market by Component, 2021-2031, USD (Million)
Table 68 Rest of Europe Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 69 Rest of Europe Ai Governance Market by Services, 2021-2031, USD (Million)
Table 70 Rest of Europe Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 71 Rest of Europe Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 72 Rest of Europe Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 73 Asia Ai Governance Market by Component, 2021-2031, USD (Million)
Table 74 Asia Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 75 Asia Ai Governance Market by Services, 2021-2031, USD (Million)
Table 76 Asia Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 77 Asia Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 78 Asia Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 79 China Ai Governance Market by Component, 2021-2031, USD (Million)
Table 80 China Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 81 China Ai Governance Market by Services, 2021-2031, USD (Million)
Table 82 China Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 83 China Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 84 China Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 85 Japan Ai Governance Market by Component, 2021-2031, USD (Million)
Table 86 Japan Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 87 Japan Ai Governance Market by Services, 2021-2031, USD (Million)
Table 88 Japan Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 89 Japan Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 90 Japan Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 91 India Ai Governance Market by Component, 2021-2031, USD (Million)
Table 92 India Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 93 India Ai Governance Market by Services, 2021-2031, USD (Million)
Table 94 India Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 95 India Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 96 India Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 97 Australia Ai Governance Market by Component, 2021-2031, USD (Million)
Table 98 Australia Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 99 Australia Ai Governance Market by Services, 2021-2031, USD (Million)
Table 100 Australia Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 101 Australia Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 102 Australia Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 103 South Korea Ai Governance Market by Component, 2021-2031, USD (Million)
Table 104 South Korea Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 105 South Korea Ai Governance Market by Services, 2021-2031, USD (Million)
Table 106 South Korea Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 107 South Korea Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 108 South Korea Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 109 Latin America Ai Governance Market by Component, 2021-2031, USD (Million)
Table 110 Latin America Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 111 Latin America Ai Governance Market by Services, 2021-2031, USD (Million)
Table 112 Latin America Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 113 Latin America Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 114 Latin America Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 115 Brazil Ai Governance Market by Component, 2021-2031, USD (Million)
Table 116 Brazil Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 117 Brazil Ai Governance Market by Services, 2021-2031, USD (Million)
Table 118 Brazil Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 119 Brazil Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 120 Brazil Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 121 Mexico Ai Governance Market by Component, 2021-2031, USD (Million)
Table 122 Mexico Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 123 Mexico Ai Governance Market by Services, 2021-2031, USD (Million)
Table 124 Mexico Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 125 Mexico Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 126 Mexico Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 127 Rest of Latin America Ai Governance Market by Component, 2021-2031, USD (Million)
Table 128 Rest of Latin America Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 129 Rest of Latin America Ai Governance Market by Services, 2021-2031, USD (Million)
Table 130 Rest of Latin America Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 131 Rest of Latin America Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 132 Rest of Latin America Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 133 Middle East and Africa Ai Governance Market by Component, 2021-2031, USD (Million)
Table 134 Middle East and Africa Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 135 Middle East and Africa Ai Governance Market by Services, 2021-2031, USD (Million)
Table 136 Middle East and Africa Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 137 Middle East and Africa Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 138 Middle East and Africa Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 139 Gcc Ai Governance Market by Component, 2021-2031, USD (Million)
Table 140 Gcc Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 141 Gcc Ai Governance Market by Services, 2021-2031, USD (Million)
Table 142 Gcc Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 143 Gcc Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 144 Gcc Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 145 Africa Ai Governance Market by Component, 2021-2031, USD (Million)
Table 146 Africa Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 147 Africa Ai Governance Market by Services, 2021-2031, USD (Million)
Table 148 Africa Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 149 Africa Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 150 Africa Ai Governance Market by Vertical, 2021-2031, USD (Million)
Table 151 Rest of Middle East and Africa Ai Governance Market by Component, 2021-2031, USD (Million)
Table 152 Rest of Middle East and Africa Ai Governance Market by Solution, 2021-2031, USD (Million)
Table 153 Rest of Middle East and Africa Ai Governance Market by Services, 2021-2031, USD (Million)
Table 154 Rest of Middle East and Africa Ai Governance Market by Deployment Mode, 2021-2031, USD (Million)
Table 155 Rest of Middle East and Africa Ai Governance Market by Organization Size, 2021-2031, USD (Million)
Table 156 Rest of Middle East and Africa Ai Governance Market by Vertical, 2021-2031, USD (Million)

Companies Mentioned

  • Microsoft Corporation
  • IBM Corporation
  • Google LLC
  • Salesforce.com, Inc.
  • Amazon Web Services, Inc