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AI Governance Market by Component (Solution, Services), by Deployment Mode (On-Premise, Cloud), by Enterprise Size (Large enterprises, Small and medium-sized enterprises (SMEs)), by Industry Vertical (BFSI, Government and Defense, Healthcare and Life Sciences, Media and Entertainment, Retail, IT and Telecom, Automotive, Others): Global Opportunity Analysis and Industry Forecast, 2021-2031

A06249

Pages: 469

Charts: 76

Tables: 157

AI Governance Market Insights, 2031

The global AI governance market size was valued at USD 80.8 million in 2021, and is projected to reach USD 2.7 billion by 2031, growing at a CAGR of 42.1% from 2022 to 2031.

Surge in governmental efforts to use the Al technology and quick and easy access to historical dataset and convenience of data storage primarily drive the growth of the AI governance industry. However, the foundation of thorough ethical standards for Al and inadequate expertise in Al are expected to hamper the AI governance market growth. Moreover, AI can significantly reduce discrimination based on gender and a higher level of adherence to technological regulation is expected to provide lucrative opportunities for AI governance market forecast.

Artificial intelligence (AI) is currently a technology with practical applications in contemporary life. AI technology can have a positive impact on economies and society when it is adopted and used properly. The expanding use of AI across a variety of industries, including healthcare, transportation, education, and others, has raised worries about public safety and security, driving the need for AI governance. The idea behind AI governance is that a legal framework should exist to guarantee that Machine Learning (ML) technologies are thoroughly investigated and methodically developed to help humanity accept AI technology fairly. Algorithm effectiveness, ROI (return on investment) risk, and bias are evaluated and monitored as part of AI (Artificial Intelligence) governance. The main objective of AI governance is to close the gap between ethical responsibility and technological advancement.

The global AI governance market is segmented on the basis of component, deployment mode, enterprise size, industry vertical, and region. On the basis of component, it is segregated into solutions and services. On the basis of deployment mode, it is segregated into cloud and on-premises. On the basis of enterprise size, it is segregated into large enterprises and small and medium-sized enterprises (SMEs). On the basis of industry vertical, it is segregated into BFSI, retail, healthcare, government and defense, media and entertainment, automotive and others. On the basis of region, it is analyzed across North America, Europe, Asia-Pacific, and LAMEA.

The key players operating in the AI governance industry include Amazon Web Services, Inc., QlikTech International AB, TIBCO Software Inc., Meta, SAP SE, International Business Machines Corporation, SAS Institute Inc., Salesforce, Inc., Microsoft Corporation and Alphabet Inc. Furthermore, it highlights the strategies of the key players to improve the AI governance market share and sustain competition.

[COMPONENTGRAPH]

Depending on component, the solution segment dominated the AI governance market share in 2021 and is expected to continue this trend during the forecast period, owing to enormous increase in deployment of AI governance solutions among different industries, which is supplementing the growth of the AI governance market. However, the services segment is anticipated to experience the highest growth, owing to increase in adoption of these services to help analysts identify useful insights, and aid natural language processing to automatically extract pertinent data from intelligence sources and establish links.

[REGIONGRAPH]

Region-wise, the AI governance market size was dominated by North America in 2021 and is expected to retain its position during the forecast period, owing to presence of a substantial industrial base in the U.S., government initiatives to promote innovation, and large purchasing power aiding the growth of the AI governance market. However, Asia-Pacific is expected to witness significant growth during the forecast period, owing to escalating demand for intelligent virtual assistants and the expanding 5G infrastructure. Furthermore, several major AI governance solution providers including Amazon Web Services, Inc., TIBCO Software Inc., Meta, SAP SE, International Business Machines Corporation, SAS Institute Inc., Salesforce, Inc., Microsoft Corporation and Alphabet Inc., are introducing new products & services to AI governance.

Top Impacting Factors -

Increasing Governmental Efforts to Use the Al Technology   

Due to the expanding benefits of Al, businesses and governments worldwide are launching programs to adopt Al and ML technologies and establish themselves as industry leaders. To implement Al governance solutions, government organizations from many different nations are creating councils, creating new rules and guidelines, and creating frameworks. The main goals of governments implementing Al governance solutions are to safeguard civil liberties and personal information and to increase public confidence in Al technology. As a result, numerous businesses have established committees in cooperation with suppliers of Al solutions, academic institutions, and research facilities to identify risk issues for Al technology.   

For instance, in March 2021, the U.S.-India Artificial Intelligence Initiative was launched by the Indo-U.S. Science and Technology Forum (IUSSTF) with the goal of fostering AI innovation through the exchange of knowledge and experiences, the discovery of fresh opportunities for bilateral cooperation, and the advancement of AI research. 

Quick and Easy Access to Historical Dataset and Convenience of Data Storage   

AI researchers and engineers need better data to enable better AI governance. The quality of an AI solution is determined by both the learning algorithm (such as a deep-neural network AI model) and the datasets used to train and evaluate that algorithm. Historically, AI research has focused much more on algorithms and datasets, due to their vital importance. AI governance is used by various industries to develop both online and offline capabilities to store their data and for real-time offer management, automated checkout systems, and improved behavior analytics. The demand for AI governance from data storage applications has also grown significantly over the last few years, owing to its easy access of dataset. For instance, in December 2021, Google, contributed to data-centric AI governance. Google Cloud is adding a new high value dataset to the Public Dataset Program, and Google researchers announced DataPerf, a multi-organizational effort to develop regulations for data quality and data centric algorithms. Such factors have propelled the AI governance market growth.

Regional Insights -

North America:

In North America, especially in the U.S., there is a growing focus on establishing federal regulations for AI governance. The U.S. government is working towards creating a national AI strategy that balances innovation with concerns around privacy, bias, and accountability. While the regulatory landscape is still evolving, the country’s approach leans toward fostering innovation with a light regulatory touch. Tech companies like Google and Microsoft have already implemented internal governance policies, emphasizing responsible AI usage and addressing public concerns over bias and misuse of AI systems.

Europe:

Europe is a frontrunner in AI governance, spearheaded by the European Union’s proposed AI Act. The EU is setting global standards by regulating AI systems based on risk categories, and enforcing stricter regulations for high-risk AI applications like healthcare, recruitment, and law enforcement. Additionally, Europe's General Data Protection Regulation (GDPR) influences AI governance by emphasizing data privacy and ethical AI usage. Countries like Germany and France are pushing for AI transparency and fairness to build responsible use of AI technologies.

Asia-Pacific:

In Asia-Pacific, China and Japan are leading AI governance efforts. China focuses on ensuring government oversight of AI to manage its societal impacts, including monitoring AI for social control. Japan, on the other hand, prioritizes innovation while promoting ethical AI usage. Japan's government is actively involved in developing AI guidelines to ensure fairness, accountability, and safety in AI applications.

Technological Trends 

The idea behind AI governance is that a legal framework should exist to guarantee that Machine Learning (ML) technologies are thoroughly investigated and methodically developed to help humanity accept AI technology fairly. Algorithm effectiveness, ROI risk, and bias are evaluated and monitored as part of AI (Artificial Intelligence) governance. The main objective of AI governance is to close the gap between ethical responsibility and technological advancement. For instance, 8 out of 10 Americans, according to a study report from The Centre for the Governance of AI from June 2019, think AI and robots should be properly overseen.

However, according to Accenture Research, 82% of federal executives believe AI will collaborate with people as a trusted advisor and coworker over the next two years. The workforce will require high trust that AI governance might attain and fill the gaps to increase their faith in automated systems for regular life-changing decisions. Businesses and governments all over the world are taking a variety of actions to adopt AI and machine learning technology and establish themselves as AI governance market leaders because of the AI's expanding benefits. Government agencies worldwide are now creating councils, new standards and laws, and AI governance solutions. However, there are no suitable ethical guidelines because AI technology is still in its early stages and is undergoing constant AI development. The standardized application of laws and policies could be challenging to accomplish. 

Key Benefits for Stakeholders

  • This report provides a quantitative analysis of the market segments, current trends, estimations, and dynamics of the AI governance market analysis from 2021 to 2031 to identify the prevailing AI governance market opportunities.
  • The AI governance market research is offered along with information related to key drivers, restraints, and opportunities.
  • Porter's five forces analysis highlights the potency of buyers and suppliers to enable stakeholders make profit-oriented business decisions and strengthen their supplier-buyer network.
  • In-depth analysis of the AI governance market segmentation assists to determine the prevailing market opportunities.
  • Major countries in each region are mapped according to their revenue contribution to the global AI governance market.
  • AI governance market player positioning facilitates benchmarking and provides a clear understanding of the present position of the market players.
  • The report includes the analysis of the regional as well as global AI governance market trends, key players, market segments, application areas, and AI governance market growth strategies.

Key Market Segments

  • By Component
    • Solution
    • Services
  • By Deployment Mode
    • On-Premise
    • Cloud
  • By Enterprise Size
    • Large enterprises
    • Small and medium-sized enterprises (SMEs)
  • By Industry Vertical
    • BFSI
    • Government and Defense
    • Healthcare and Life Sciences
    • Media and Entertainment
    • Retail
    • IT and Telecom
    • Automotive
    • Others
  • By Region
    • North America
      • U.S.
      • Canada
    • Europe
      • UK
      • Germany
      • France
      • Italy
      • Spain
      • Rest of Europe
    • Asia-Pacific
      • China
      • India
      • Japan
      • South Korea
      • Singapore
      • Rest of Asia-Pacific
    • LAMEA
      • Latin America
      • Middle East
      • Africa


Key Market Players

  • Salesforce, Inc.
  • Amazon Web Services, Inc.
  • QlikTech International AB
  • SAS Institute Inc.
  • TIBCO Software Inc.
  • Microsoft Corporation
  • SAP SE
  • Meta
  • International Business Machines Corporation
  • Alphabet Inc.
  • CHAPTER 1: INTRODUCTION

    • 1.1. Report description

    • 1.2. Key market segments

    • 1.3. Key benefits to the stakeholders

    • 1.4. Research Methodology

      • 1.4.1. Primary research

      • 1.4.2. Secondary research

      • 1.4.3. Analyst tools and models

  • CHAPTER 2: EXECUTIVE SUMMARY

    • 2.1. CXO Perspective

  • CHAPTER 3: MARKET OVERVIEW

    • 3.1. Market definition and scope

    • 3.2. Key findings

      • 3.2.1. Top impacting factors

      • 3.2.2. Top investment pockets

    • 3.3. Porter’s five forces analysis

      • 3.3.1. Low bargaining power of suppliers

      • 3.3.2. Low bargaining power of buyers

      • 3.3.3. Low threat of substitutes

      • 3.3.4. Low threat of new entrants

      • 3.3.5. Low intensity of rivalry

    • 3.4. Market dynamics

      • 3.4.1. Drivers

        • 3.4.1.1. Increase in governmental efforts to use the Al technology
        • 3.4.1.2. Quick and easy access to historical dataset and convenience of data storage

      • 3.4.2. Restraints

        • 3.4.2.1. Foundation of thorough ethical standards for Al
        • 3.4.2.2. Inadequate expertise in Al

      • 3.4.3. Opportunities

        • 3.4.3.1. AI can significantly reduce discrimination based on gender
        • 3.4.3.2. A higher level of adherence to technological regulation

    • 3.5. COVID-19 Impact Analysis on the market

  • CHAPTER 4: AI GOVERNANCE MARKET, BY COMPONENT

    • 4.1. Overview

      • 4.1.1. Market size and forecast

    • 4.2. Solution

      • 4.2.1. Key market trends, growth factors and opportunities

      • 4.2.2. Market size and forecast, by region

      • 4.2.3. Market share analysis by country

    • 4.3. Services

      • 4.3.1. Key market trends, growth factors and opportunities

      • 4.3.2. Market size and forecast, by region

      • 4.3.3. Market share analysis by country

  • CHAPTER 5: AI GOVERNANCE MARKET, BY DEPLOYMENT MODE

    • 5.1. Overview

      • 5.1.1. Market size and forecast

    • 5.2. On-Premise

      • 5.2.1. Key market trends, growth factors and opportunities

      • 5.2.2. Market size and forecast, by region

      • 5.2.3. Market share analysis by country

    • 5.3. Cloud

      • 5.3.1. Key market trends, growth factors and opportunities

      • 5.3.2. Market size and forecast, by region

      • 5.3.3. Market share analysis by country

  • CHAPTER 6: AI GOVERNANCE MARKET, BY ENTERPRISE SIZE

    • 6.1. Overview

      • 6.1.1. Market size and forecast

    • 6.2. Large enterprises

      • 6.2.1. Key market trends, growth factors and opportunities

      • 6.2.2. Market size and forecast, by region

      • 6.2.3. Market share analysis by country

    • 6.3. Small and medium-sized enterprises (SMEs)

      • 6.3.1. Key market trends, growth factors and opportunities

      • 6.3.2. Market size and forecast, by region

      • 6.3.3. Market share analysis by country

  • CHAPTER 7: AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL

    • 7.1. Overview

      • 7.1.1. Market size and forecast

    • 7.2. BFSI

      • 7.2.1. Key market trends, growth factors and opportunities

      • 7.2.2. Market size and forecast, by region

      • 7.2.3. Market share analysis by country

    • 7.3. Government and Defense

      • 7.3.1. Key market trends, growth factors and opportunities

      • 7.3.2. Market size and forecast, by region

      • 7.3.3. Market share analysis by country

    • 7.4. Healthcare and Life Sciences

      • 7.4.1. Key market trends, growth factors and opportunities

      • 7.4.2. Market size and forecast, by region

      • 7.4.3. Market share analysis by country

    • 7.5. Media and Entertainment

      • 7.5.1. Key market trends, growth factors and opportunities

      • 7.5.2. Market size and forecast, by region

      • 7.5.3. Market share analysis by country

    • 7.6. Retail

      • 7.6.1. Key market trends, growth factors and opportunities

      • 7.6.2. Market size and forecast, by region

      • 7.6.3. Market share analysis by country

    • 7.7. IT and Telecom

      • 7.7.1. Key market trends, growth factors and opportunities

      • 7.7.2. Market size and forecast, by region

      • 7.7.3. Market share analysis by country

    • 7.8. Automotive

      • 7.8.1. Key market trends, growth factors and opportunities

      • 7.8.2. Market size and forecast, by region

      • 7.8.3. Market share analysis by country

    • 7.9. Others

      • 7.9.1. Key market trends, growth factors and opportunities

      • 7.9.2. Market size and forecast, by region

      • 7.9.3. Market share analysis by country

  • CHAPTER 8: AI GOVERNANCE MARKET, BY REGION

    • 8.1. Overview

      • 8.1.1. Market size and forecast By Region

    • 8.2. North America

      • 8.2.1. Key trends and opportunities

      • 8.2.2. Market size and forecast, by Component

      • 8.2.3. Market size and forecast, by Deployment Mode

      • 8.2.4. Market size and forecast, by Enterprise Size

      • 8.2.5. Market size and forecast, by Industry Vertical

      • 8.2.6. Market size and forecast, by country

        • 8.2.6.1. U.S.
          • 8.2.6.1.1. Key market trends, growth factors and opportunities
          • 8.2.6.1.2. Market size and forecast, by Component
          • 8.2.6.1.3. Market size and forecast, by Deployment Mode
          • 8.2.6.1.4. Market size and forecast, by Enterprise Size
          • 8.2.6.1.5. Market size and forecast, by Industry Vertical
        • 8.2.6.2. Canada
          • 8.2.6.2.1. Key market trends, growth factors and opportunities
          • 8.2.6.2.2. Market size and forecast, by Component
          • 8.2.6.2.3. Market size and forecast, by Deployment Mode
          • 8.2.6.2.4. Market size and forecast, by Enterprise Size
          • 8.2.6.2.5. Market size and forecast, by Industry Vertical
    • 8.3. Europe

      • 8.3.1. Key trends and opportunities

      • 8.3.2. Market size and forecast, by Component

      • 8.3.3. Market size and forecast, by Deployment Mode

      • 8.3.4. Market size and forecast, by Enterprise Size

      • 8.3.5. Market size and forecast, by Industry Vertical

      • 8.3.6. Market size and forecast, by country

        • 8.3.6.1. UK
          • 8.3.6.1.1. Key market trends, growth factors and opportunities
          • 8.3.6.1.2. Market size and forecast, by Component
          • 8.3.6.1.3. Market size and forecast, by Deployment Mode
          • 8.3.6.1.4. Market size and forecast, by Enterprise Size
          • 8.3.6.1.5. Market size and forecast, by Industry Vertical
        • 8.3.6.2. Germany
          • 8.3.6.2.1. Key market trends, growth factors and opportunities
          • 8.3.6.2.2. Market size and forecast, by Component
          • 8.3.6.2.3. Market size and forecast, by Deployment Mode
          • 8.3.6.2.4. Market size and forecast, by Enterprise Size
          • 8.3.6.2.5. Market size and forecast, by Industry Vertical
        • 8.3.6.3. France
          • 8.3.6.3.1. Key market trends, growth factors and opportunities
          • 8.3.6.3.2. Market size and forecast, by Component
          • 8.3.6.3.3. Market size and forecast, by Deployment Mode
          • 8.3.6.3.4. Market size and forecast, by Enterprise Size
          • 8.3.6.3.5. Market size and forecast, by Industry Vertical
        • 8.3.6.4. Italy
          • 8.3.6.4.1. Key market trends, growth factors and opportunities
          • 8.3.6.4.2. Market size and forecast, by Component
          • 8.3.6.4.3. Market size and forecast, by Deployment Mode
          • 8.3.6.4.4. Market size and forecast, by Enterprise Size
          • 8.3.6.4.5. Market size and forecast, by Industry Vertical
        • 8.3.6.5. Spain
          • 8.3.6.5.1. Key market trends, growth factors and opportunities
          • 8.3.6.5.2. Market size and forecast, by Component
          • 8.3.6.5.3. Market size and forecast, by Deployment Mode
          • 8.3.6.5.4. Market size and forecast, by Enterprise Size
          • 8.3.6.5.5. Market size and forecast, by Industry Vertical
        • 8.3.6.6. Rest of Europe
          • 8.3.6.6.1. Key market trends, growth factors and opportunities
          • 8.3.6.6.2. Market size and forecast, by Component
          • 8.3.6.6.3. Market size and forecast, by Deployment Mode
          • 8.3.6.6.4. Market size and forecast, by Enterprise Size
          • 8.3.6.6.5. Market size and forecast, by Industry Vertical
    • 8.4. Asia-Pacific

      • 8.4.1. Key trends and opportunities

      • 8.4.2. Market size and forecast, by Component

      • 8.4.3. Market size and forecast, by Deployment Mode

      • 8.4.4. Market size and forecast, by Enterprise Size

      • 8.4.5. Market size and forecast, by Industry Vertical

      • 8.4.6. Market size and forecast, by country

        • 8.4.6.1. China
          • 8.4.6.1.1. Key market trends, growth factors and opportunities
          • 8.4.6.1.2. Market size and forecast, by Component
          • 8.4.6.1.3. Market size and forecast, by Deployment Mode
          • 8.4.6.1.4. Market size and forecast, by Enterprise Size
          • 8.4.6.1.5. Market size and forecast, by Industry Vertical
        • 8.4.6.2. India
          • 8.4.6.2.1. Key market trends, growth factors and opportunities
          • 8.4.6.2.2. Market size and forecast, by Component
          • 8.4.6.2.3. Market size and forecast, by Deployment Mode
          • 8.4.6.2.4. Market size and forecast, by Enterprise Size
          • 8.4.6.2.5. Market size and forecast, by Industry Vertical
        • 8.4.6.3. Japan
          • 8.4.6.3.1. Key market trends, growth factors and opportunities
          • 8.4.6.3.2. Market size and forecast, by Component
          • 8.4.6.3.3. Market size and forecast, by Deployment Mode
          • 8.4.6.3.4. Market size and forecast, by Enterprise Size
          • 8.4.6.3.5. Market size and forecast, by Industry Vertical
        • 8.4.6.4. South Korea
          • 8.4.6.4.1. Key market trends, growth factors and opportunities
          • 8.4.6.4.2. Market size and forecast, by Component
          • 8.4.6.4.3. Market size and forecast, by Deployment Mode
          • 8.4.6.4.4. Market size and forecast, by Enterprise Size
          • 8.4.6.4.5. Market size and forecast, by Industry Vertical
        • 8.4.6.5. Singapore
          • 8.4.6.5.1. Key market trends, growth factors and opportunities
          • 8.4.6.5.2. Market size and forecast, by Component
          • 8.4.6.5.3. Market size and forecast, by Deployment Mode
          • 8.4.6.5.4. Market size and forecast, by Enterprise Size
          • 8.4.6.5.5. Market size and forecast, by Industry Vertical
        • 8.4.6.6. Rest of Asia-Pacific
          • 8.4.6.6.1. Key market trends, growth factors and opportunities
          • 8.4.6.6.2. Market size and forecast, by Component
          • 8.4.6.6.3. Market size and forecast, by Deployment Mode
          • 8.4.6.6.4. Market size and forecast, by Enterprise Size
          • 8.4.6.6.5. Market size and forecast, by Industry Vertical
    • 8.5. LAMEA

      • 8.5.1. Key trends and opportunities

      • 8.5.2. Market size and forecast, by Component

      • 8.5.3. Market size and forecast, by Deployment Mode

      • 8.5.4. Market size and forecast, by Enterprise Size

      • 8.5.5. Market size and forecast, by Industry Vertical

      • 8.5.6. Market size and forecast, by country

        • 8.5.6.1. Latin America
          • 8.5.6.1.1. Key market trends, growth factors and opportunities
          • 8.5.6.1.2. Market size and forecast, by Component
          • 8.5.6.1.3. Market size and forecast, by Deployment Mode
          • 8.5.6.1.4. Market size and forecast, by Enterprise Size
          • 8.5.6.1.5. Market size and forecast, by Industry Vertical
        • 8.5.6.2. Middle East
          • 8.5.6.2.1. Key market trends, growth factors and opportunities
          • 8.5.6.2.2. Market size and forecast, by Component
          • 8.5.6.2.3. Market size and forecast, by Deployment Mode
          • 8.5.6.2.4. Market size and forecast, by Enterprise Size
          • 8.5.6.2.5. Market size and forecast, by Industry Vertical
        • 8.5.6.3. Africa
          • 8.5.6.3.1. Key market trends, growth factors and opportunities
          • 8.5.6.3.2. Market size and forecast, by Component
          • 8.5.6.3.3. Market size and forecast, by Deployment Mode
          • 8.5.6.3.4. Market size and forecast, by Enterprise Size
          • 8.5.6.3.5. Market size and forecast, by Industry Vertical
  • CHAPTER 9: COMPETITIVE LANDSCAPE

    • 9.1. Introduction

    • 9.2. Top winning strategies

    • 9.3. Product Mapping of Top 10 Player

    • 9.4. Competitive Dashboard

    • 9.5. Competitive Heatmap

    • 9.6. Top player positioning, 2021

  • CHAPTER 10: COMPANY PROFILES

    • 10.1. Alphabet Inc.

      • 10.1.1. Company overview

      • 10.1.2. Key Executives

      • 10.1.3. Company snapshot

      • 10.1.4. Operating business segments

      • 10.1.5. Product portfolio

      • 10.1.6. Business performance

      • 10.1.7. Key strategic moves and developments

    • 10.2. Microsoft Corporation

      • 10.2.1. Company overview

      • 10.2.2. Key Executives

      • 10.2.3. Company snapshot

      • 10.2.4. Operating business segments

      • 10.2.5. Product portfolio

      • 10.2.6. Business performance

      • 10.2.7. Key strategic moves and developments

    • 10.3. International Business Machines Corporation

      • 10.3.1. Company overview

      • 10.3.2. Key Executives

      • 10.3.3. Company snapshot

      • 10.3.4. Operating business segments

      • 10.3.5. Product portfolio

      • 10.3.6. Business performance

      • 10.3.7. Key strategic moves and developments

    • 10.4. Amazon Web Services, Inc.

      • 10.4.1. Company overview

      • 10.4.2. Key Executives

      • 10.4.3. Company snapshot

      • 10.4.4. Operating business segments

      • 10.4.5. Product portfolio

      • 10.4.6. Business performance

      • 10.4.7. Key strategic moves and developments

    • 10.5. QlikTech International AB

      • 10.5.1. Company overview

      • 10.5.2. Key Executives

      • 10.5.3. Company snapshot

      • 10.5.4. Operating business segments

      • 10.5.5. Product portfolio

      • 10.5.6. Key strategic moves and developments

    • 10.6. TIBCO Software Inc.

      • 10.6.1. Company overview

      • 10.6.2. Key Executives

      • 10.6.3. Company snapshot

      • 10.6.4. Operating business segments

      • 10.6.5. Product portfolio

      • 10.6.6. Key strategic moves and developments

    • 10.7. SAS Institute Inc.

      • 10.7.1. Company overview

      • 10.7.2. Key Executives

      • 10.7.3. Company snapshot

      • 10.7.4. Operating business segments

      • 10.7.5. Product portfolio

      • 10.7.6. Key strategic moves and developments

    • 10.8. Meta

      • 10.8.1. Company overview

      • 10.8.2. Key Executives

      • 10.8.3. Company snapshot

      • 10.8.4. Operating business segments

      • 10.8.5. Product portfolio

      • 10.8.6. Business performance

      • 10.8.7. Key strategic moves and developments

    • 10.9. SAP SE

      • 10.9.1. Company overview

      • 10.9.2. Key Executives

      • 10.9.3. Company snapshot

      • 10.9.4. Operating business segments

      • 10.9.5. Product portfolio

      • 10.9.6. Business performance

      • 10.9.7. Key strategic moves and developments

    • 10.10. Salesforce, Inc.

      • 10.10.1. Company overview

      • 10.10.2. Key Executives

      • 10.10.3. Company snapshot

      • 10.10.4. Operating business segments

      • 10.10.5. Product portfolio

      • 10.10.6. Business performance

      • 10.10.7. Key strategic moves and developments

  • LIST OF TABLES

  • TABLE 01. GLOBAL AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 02. AI GOVERNANCE MARKET FOR SOLUTION, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 03. AI GOVERNANCE MARKET FOR SERVICES, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 04. GLOBAL AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 05. AI GOVERNANCE MARKET FOR ON-PREMISE, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 06. AI GOVERNANCE MARKET FOR CLOUD, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 07. GLOBAL AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 08. AI GOVERNANCE MARKET FOR LARGE ENTERPRISES, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 09. AI GOVERNANCE MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES (SMES), BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 10. GLOBAL AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 11. AI GOVERNANCE MARKET FOR BFSI, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 12. AI GOVERNANCE MARKET FOR GOVERNMENT AND DEFENSE, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 13. AI GOVERNANCE MARKET FOR HEALTHCARE AND LIFE SCIENCES, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 14. AI GOVERNANCE MARKET FOR MEDIA AND ENTERTAINMENT, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 15. AI GOVERNANCE MARKET FOR RETAIL, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 16. AI GOVERNANCE MARKET FOR IT AND TELECOM, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 17. AI GOVERNANCE MARKET FOR AUTOMOTIVE, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 18. AI GOVERNANCE MARKET FOR OTHERS, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 19. AI GOVERNANCE MARKET, BY REGION, 2021-2031 (REVENUE, $MILLION)
    TABLE 20. NORTH AMERICA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 21. NORTH AMERICA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 22. NORTH AMERICA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 23. NORTH AMERICA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 24. NORTH AMERICA AI GOVERNANCE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
    TABLE 25. U.S. AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 26. U.S. AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 27. U.S. AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 28. U.S. AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 29. CANADA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 30. CANADA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 31. CANADA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 32. CANADA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 33. EUROPE AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 34. EUROPE AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 35. EUROPE AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 36. EUROPE AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 37. EUROPE AI GOVERNANCE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
    TABLE 38. UK AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 39. UK AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 40. UK AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 41. UK AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 42. GERMANY AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 43. GERMANY AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 44. GERMANY AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 45. GERMANY AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 46. FRANCE AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 47. FRANCE AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 48. FRANCE AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 49. FRANCE AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 50. ITALY AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 51. ITALY AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 52. ITALY AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 53. ITALY AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 54. SPAIN AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 55. SPAIN AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 56. SPAIN AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 57. SPAIN AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 58. REST OF EUROPE AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 59. REST OF EUROPE AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 60. REST OF EUROPE AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 61. REST OF EUROPE AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 62. ASIA-PACIFIC AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 63. ASIA-PACIFIC AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 64. ASIA-PACIFIC AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 65. ASIA-PACIFIC AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 66. ASIA-PACIFIC AI GOVERNANCE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
    TABLE 67. CHINA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 68. CHINA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 69. CHINA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 70. CHINA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 71. INDIA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 72. INDIA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 73. INDIA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 74. INDIA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 75. JAPAN AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 76. JAPAN AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 77. JAPAN AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 78. JAPAN AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 79. SOUTH KOREA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 80. SOUTH KOREA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 81. SOUTH KOREA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 82. SOUTH KOREA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 83. SINGAPORE AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 84. SINGAPORE AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 85. SINGAPORE AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 86. SINGAPORE AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 87. REST OF ASIA-PACIFIC AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 88. REST OF ASIA-PACIFIC AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 89. REST OF ASIA-PACIFIC AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 90. REST OF ASIA-PACIFIC AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 91. LAMEA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 92. LAMEA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 93. LAMEA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 94. LAMEA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 95. LAMEA AI GOVERNANCE MARKET, BY COUNTRY, 2021-2031 (REVENUE, $MILLION)
    TABLE 96. LATIN AMERICA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 97. LATIN AMERICA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 98. LATIN AMERICA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 99. LATIN AMERICA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 100. MIDDLE EAST AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 101. MIDDLE EAST AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 102. MIDDLE EAST AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 103. MIDDLE EAST AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 104. AFRICA AI GOVERNANCE MARKET, BY COMPONENT, 2021-2031 (REVENUE, $MILLION)
    TABLE 105. AFRICA AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021-2031 (REVENUE, $MILLION)
    TABLE 106. AFRICA AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021-2031 (REVENUE, $MILLION)
    TABLE 107. AFRICA AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021-2031 (REVENUE, $MILLION)
    TABLE 108. ALPHABET INC.: KEY EXECUTIVES
    TABLE 109. ALPHABET INC.: COMPANY SNAPSHOT
    TABLE 110. ALPHABET INC.: SERVICE SEGMENTS
    TABLE 111. ALPHABET INC.: PRODUCT PORTFOLIO
    TABLE 112. ALPHABET INC.: KEY STRATERGIES
    TABLE 113. MICROSOFT CORPORATION: KEY EXECUTIVES
    TABLE 114. MICROSOFT CORPORATION: COMPANY SNAPSHOT
    TABLE 115. MICROSOFT CORPORATION: SERVICE SEGMENTS
    TABLE 116. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
    TABLE 117. MICROSOFT CORPORATION: KEY STRATERGIES
    TABLE 118. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY EXECUTIVES
    TABLE 119. INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT
    TABLE 120. INTERNATIONAL BUSINESS MACHINES CORPORATION: SERVICE SEGMENTS
    TABLE 121. INTERNATIONAL BUSINESS MACHINES CORPORATION: PRODUCT PORTFOLIO
    TABLE 122. INTERNATIONAL BUSINESS MACHINES CORPORATION: KEY STRATERGIES
    TABLE 123. AMAZON WEB SERVICES, INC.: KEY EXECUTIVES
    TABLE 124. AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
    TABLE 125. AMAZON WEB SERVICES, INC.: SERVICE SEGMENTS
    TABLE 126. AMAZON WEB SERVICES, INC.: PRODUCT PORTFOLIO
    TABLE 127. AMAZON WEB SERVICES, INC.: KEY STRATERGIES
    TABLE 128. QLIKTECH INTERNATIONAL AB: KEY EXECUTIVES
    TABLE 129. QLIKTECH INTERNATIONAL AB: COMPANY SNAPSHOT
    TABLE 130. QLIKTECH INTERNATIONAL AB: SERVICE SEGMENTS
    TABLE 131. QLIKTECH INTERNATIONAL AB: PRODUCT PORTFOLIO
    TABLE 132. QLIKTECH INTERNATIONAL AB: KEY STRATERGIES
    TABLE 133. TIBCO SOFTWARE INC.: KEY EXECUTIVES
    TABLE 134. TIBCO SOFTWARE INC.: COMPANY SNAPSHOT
    TABLE 135. TIBCO SOFTWARE INC.: SERVICE SEGMENTS
    TABLE 136. TIBCO SOFTWARE INC.: PRODUCT PORTFOLIO
    TABLE 137. TIBCO SOFTWARE INC.: KEY STRATERGIES
    TABLE 138. SAS INSTITUTE INC.: KEY EXECUTIVES
    TABLE 139. SAS INSTITUTE INC.: COMPANY SNAPSHOT
    TABLE 140. SAS INSTITUTE INC.: SERVICE SEGMENTS
    TABLE 141. SAS INSTITUTE INC.: PRODUCT PORTFOLIO
    TABLE 142. SAS INSTITUTE INC.: KEY STRATERGIES
    TABLE 143. META: KEY EXECUTIVES
    TABLE 144. META: COMPANY SNAPSHOT
    TABLE 145. META: SERVICE SEGMENTS
    TABLE 146. META: PRODUCT PORTFOLIO
    TABLE 147. META: KEY STRATERGIES
    TABLE 148. SAP SE: KEY EXECUTIVES
    TABLE 149. SAP SE: COMPANY SNAPSHOT
    TABLE 150. SAP SE: SERVICE SEGMENTS
    TABLE 151. SAP SE: PRODUCT PORTFOLIO
    TABLE 152. SAP SE: KEY STRATERGIES
    TABLE 153. SALESFORCE, INC.: KEY EXECUTIVES
    TABLE 154. SALESFORCE, INC.: COMPANY SNAPSHOT
    TABLE 155. SALESFORCE, INC.: SERVICE SEGMENTS
    TABLE 156. SALESFORCE, INC.: PRODUCT PORTFOLIO
    TABLE 157. SALESFORCE, INC.: KEY STRATERGIES
  • LIST OF FIGURES

  • FIGURE 01. AI GOVERNANCE MARKET, 2021-2031
    FIGURE 02. SEGMENTATION OF AI GOVERNANCE MARKET, 2021-2031
    FIGURE 03. TOP INVESTMENT POCKETS IN AI GOVERNANCE MARKET (2022-2031)
    FIGURE 04. LOW BARGAINING POWER OF SUPPLIERS
    FIGURE 05. LOW BARGAINING POWER OF BUYERS
    FIGURE 06. LOW THREAT OF SUBSTITUTES
    FIGURE 07. LOW THREAT OF NEW ENTRANTS
    FIGURE 08. LOW INTENSITY OF RIVALRY
    FIGURE 09. DRIVERS, RESTRAINTS AND OPPORTUNITIES: GLOBALAI GOVERNANCE MARKET
    FIGURE 10. AI GOVERNANCE MARKET, BY COMPONENT, 2021(%)
    FIGURE 11. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR SOLUTION, BY COUNTRY 2021-2031(%)
    FIGURE 12. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR SERVICES, BY COUNTRY 2021-2031(%)
    FIGURE 13. AI GOVERNANCE MARKET, BY DEPLOYMENT MODE, 2021(%)
    FIGURE 14. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR ON-PREMISE, BY COUNTRY 2021-2031(%)
    FIGURE 15. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR CLOUD, BY COUNTRY 2021-2031(%)
    FIGURE 16. AI GOVERNANCE MARKET, BY ENTERPRISE SIZE, 2021(%)
    FIGURE 17. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR LARGE ENTERPRISES, BY COUNTRY 2021-2031(%)
    FIGURE 18. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR SMALL AND MEDIUM-SIZED ENTERPRISES (SMES), BY COUNTRY 2021-2031(%)
    FIGURE 19. AI GOVERNANCE MARKET, BY INDUSTRY VERTICAL, 2021(%)
    FIGURE 20. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR BFSI, BY COUNTRY 2021-2031(%)
    FIGURE 21. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR GOVERNMENT AND DEFENSE, BY COUNTRY 2021-2031(%)
    FIGURE 22. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR HEALTHCARE AND LIFE SCIENCES, BY COUNTRY 2021-2031(%)
    FIGURE 23. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR MEDIA AND ENTERTAINMENT, BY COUNTRY 2021-2031(%)
    FIGURE 24. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR RETAIL, BY COUNTRY 2021-2031(%)
    FIGURE 25. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR IT AND TELECOM, BY COUNTRY 2021-2031(%)
    FIGURE 26. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR AUTOMOTIVE, BY COUNTRY 2021-2031(%)
    FIGURE 27. COMPARATIVE SHARE ANALYSIS OF AI GOVERNANCE MARKET FOR OTHERS, BY COUNTRY 2021-2031(%)
    FIGURE 28. AI GOVERNANCE MARKET BY REGION, 2021
    FIGURE 29. U.S. AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 30. CANADA AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 31. UK AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 32. GERMANY AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 33. FRANCE AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 34. ITALY AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 35. SPAIN AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 36. REST OF EUROPE AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 37. CHINA AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 38. INDIA AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 39. JAPAN AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 40. SOUTH KOREA AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 41. SINGAPORE AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 42. REST OF ASIA-PACIFIC AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 43. LATIN AMERICA AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 44. MIDDLE EAST AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 45. AFRICA AI GOVERNANCE MARKET, 2021-2031 ($MILLION)
    FIGURE 46. TOP WINNING STRATEGIES, BY YEAR
    FIGURE 47. TOP WINNING STRATEGIES, BY DEVELOPMENT
    FIGURE 48. TOP WINNING STRATEGIES, BY COMPANY
    FIGURE 49. PRODUCT MAPPING OF TOP 10 PLAYERS
    FIGURE 50. COMPETITIVE DASHBOARD
    FIGURE 51. COMPETITIVE HEATMAP: AI GOVERNANCE MARKET
    FIGURE 52. TOP PLAYER POSITIONING, 2021
    FIGURE 53. ALPHABET INC.: NET REVENUE, 2019-2021 ($MILLION)
    FIGURE 54. ALPHABET INC.: RESEARCH & DEVELOPMENT EXPENDITURE, 2019-2021
    FIGURE 55. ALPHABET INC.: REVENUE SHARE BY SEGMENT, 2021 (%)
    FIGURE 56. ALPHABET INC.: REVENUE SHARE BY REGION, 2021 (%)
    FIGURE 57. MICROSOFT CORPORATION: NET REVENUE, 2018-2020 ($MILLION)
    FIGURE 58. MICROSOFT CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2018-2020
    FIGURE 59. MICROSOFT CORPORATION: REVENUE SHARE BY SEGMENT, 2021 (%)
    FIGURE 60. MICROSOFT CORPORATION: REVENUE SHARE BY REGION, 2021 (%)
    FIGURE 61. INTERNATIONAL BUSINESS MACHINES CORPORATION: NET REVENUE, 2019-2021 ($MILLION)
    FIGURE 62. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE SHARE BY SEGMENT, 2021 (%)
    FIGURE 63. INTERNATIONAL BUSINESS MACHINES CORPORATION: REVENUE SHARE BY REGION, 2021 (%)
    FIGURE 64. AMAZON WEB SERVICES, INC.: NET REVENUE, 2019-2021 ($MILLION)
    FIGURE 65. AMAZON WEB SERVICES, INC.: REVENUE SHARE BY SEGMENT, 2021 (%)
    FIGURE 66. AMAZON WEB SERVICES, INC.: REVENUE SHARE BY REGION, 2021 (%)
    FIGURE 67. META: NET REVENUE, 2019-2021 ($MILLION)
    FIGURE 68. META: RESEARCH & DEVELOPMENT EXPENDITURE, 2019-2021 ($MILLION)
    FIGURE 69. META: REVENUE SHARE BY SEGMENT, 2021 (%)
    FIGURE 70. META: REVENUE SHARE BY REGION, 2021 (%)
    FIGURE 71. SAP SE: NET REVENUE, 2019-2021 ($MILLION)
    FIGURE 72. SAP SE: RESEARCH & DEVELOPMENT EXPENDITURE, 2019-2021
    FIGURE 73. SAP SE: REVENUE SHARE BY SEGMENT, 2021 (%)
    FIGURE 74. SAP SE: REVENUE SHARE BY REGION, 2021 (%)
    FIGURE 75. SALESFORCE, INC.: NET REVENUE, 2019-2021 ($MILLION)
    FIGURE 76. SALESFORCE, INC.: REVENUE SHARE BY REGION, 2021 (%)

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