AI in Governance Market Share, Size, Trends, Industry Analysis Report, By Component (Solution, Services), By Deployment (On-Premises, Cloud), By Organizational Size, By Vertical, By Region, And Segment Forecasts, 2023 - 2032

AI in Governance Market Share, Size, Trends, Industry Analysis Report, By Component (Solution, Services), By Deployment (On-Premises, Cloud), By Organizational Size, By Vertical, By Region, And Segment Forecasts, 2023 - 2032



The global ai in governance market size is expected to reach USD 4,797.50 million by 2032, according to a new study by Polaris Market Research. The report “AI in Governance Market Share, Size, Trends, Industry Analysis Report, By Component (Solution, Services), By Deployment (On-Premises, Cloud), By Organizational Size, By Vertical, By Region, And Segment Forecasts, 2023 - 2032” gives a detailed insight into current market dynamics and provides analysis on future market growth.

The growing advantages of artificial intelligence (AI) and machine learning (ML), businesses and governments worldwide are undertaking initiatives to adopt these technologies in the market. To effectively implement AI governance solutions, government organizations in numerous countries are establishing councils, developing new regulations, and creating frameworks. The primary objectives of governments utilizing AI governance solutions are to enhance public trust in AI technology and safeguard individual privacy and civil rights. Furthermore, several businesses have formed committees with AI solution providers, academic institutions, and research centers to identify and address risk issues associated with AI technology.

Cloud providers increasingly incorporate ethical norms and principles into their practices to ensure responsible development and utilization of AI workloads. These providers collaborate with governing bodies, regulatory agencies, and other organizations to establish AI governance frameworks. These collaborations harness expertise from diverse fields to create comprehensive and effective frameworks for governing AI. For example, in February 2022, Virtana introduced a platform to manage hybrid cloud deployments leveraging machine learning, artificial intelligence, and data analytics. Through this platform's observability capabilities, customers gain the ability to efficiently manage application workloads across private, public, multi-cloud, and hybrid environments.

In healthcare, explainability and transparency play vital roles in AI governance. Healthcare professionals and patients must clearly understand how AI algorithms operate to improve patient care. Healthcare AI governance frameworks prioritize the need for concise and transparent explanations of AI algorithms' functionality. Medical technologies are developed by businesses or through collaborative efforts between public and private entities. The Internet of Things (IoT) finds numerous applications in healthcare and has the potential to enhance physician treatment delivery while ensuring patient safety and well-being.

The U.S. national plan has recommended establishing an AI research and development (R&D) framework that prioritizes ethical considerations. This framework aims to assist organizations in integrating ethical practices throughout the R&D process while ensuring public engagement and effective marketing strategies. The goal is to promote responsible and transparent AI development that aligns with societal values and addresses potential risks and concerns. By incorporating ethical considerations into AI R&D, the plan seeks to foster public trust and confidence in AI technologies and their applications.

AI in Governance Market Report Highlights

Government & defense segment held the largest share, owing to large scale plans and concerned investments

Solutions segment anticipated to witness steady growth, owing to the increasing usage in the AI systems, and growing dependency on automation

Healthcare segment witnessed steady growth, due to huge untapped avenues in the medial science, and current limitations in diagnosis process

The global players include ABB Ltd, DXC Technology Company, IBM Corporation, Infosys, Microsoft Corporation, NTT Data, Oracle Inc, SAP, Siemens, Tata Communication Services, and TIBCO

Polaris Market Research has segmented the AI in governance market report based on component, deployment, organization size, vertical, and region:

AI in Governance, Component Outlook (Revenue - USD Million, 2019 - 2032)

Solution

Services

AI in Governance, Deployment Outlook (Revenue-USD Million, 2019 - 2032)

On-Premises

Cloud

AI in Governance, Organization Size Outlook (Revenue-USD Million, 2019 - 2032)

Large Enterprise

SMEs

AI in Governance, Vertical Outlook (Revenue-USD Million, 2019 - 2032)

BFSI

Government and Defense

Healthcare and life sciences

Media and Entertainment

Retail

IT and Telecommunication

Automotive

Others

AI in Governance, Regional Outlook (Revenue - USD Million, 2019 - 2032)

North America

U.S.

Canada

Europe

Germany

UK

France

Italy

Spain

Russia

Netherlands

Asia Pacific

China

India

Japan

South Korea

Indonesia

Malaysia

Latin America

Argentina

Brazil

Mexico

Middle East & Africa

UAE

Saudi Arabia

Israel

South Africa


1. Introduction
1.1. Report Description
1.1.1. Objectives of the Study
1.1.2. Market Scope
1.1.3. Assumptions
1.2. Stakeholders
2. Executive Summary
2.1. Market Highlights
3. Research Methodology
3.1. Overview
3.1.1. Data Mining
3.2. Data Sources
3.2.1. Primary Sources
3.2.2. Secondary Sources
4. Global AI in Governance Market Insights
4.1. AI in Governance – Industry Snapshot
4.2. AI in Governance Market Dynamics
4.2.1. Drivers and Opportunities
4.2.1.1. Growing need for AI governance solutions
4.2.1.2. Increasing utilization of AI by commercial and governmental organizations
4.2.2. Restraints and Challenges
4.2.2.1. Establishment of comprehensive ethical principles for AI
4.3. Porter’s Five Forces Analysis
4.3.1. Bargaining Power of Suppliers (Moderate)
4.3.2. Threats of New Entrants: (Low)
4.3.3. Bargaining Power of Buyers (Moderate)
4.3.4. Threat of Substitute (Moderate)
4.3.5. Rivalry among existing firms (High)
4.4. PESTLE Analysis
4.5. AI in Governance Industry Trends
4.6. Value Chain Analysis
4.7. COVID-19 Impact Analysis
5. Global AI in Governance Market, by Component
5.1. Key Findings
5.2. Introduction
5.2.1. Global AI in Governance Market, by Component, 2019-2032 (USD Million)
5.3. Solution
5.3.1. Global AI in Governance Market, by Solution, by Region, 2019-2032 (USD Million)
5.4. Services
5.4.1. Global AI in Governance Market, by Services, by Region, 2019-2032 (USD Million)
6. Global AI in Governance Market, by Deployment Type
6.1. Key Findings
6.2. Introduction
6.2.1. Global AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
6.3. On-Premises
6.3.1. Global AI in Governance Market, by On-Premises, by Region, 2019-2032 (USD Million)
6.4. Cloud
6.4.1. Global AI in Governance Market, by Cloud, by Region, 2019-2032 (USD Million)
7. Global AI in Governance Market, by Organization Size
7.1. Key Findings
7.2. Introduction
7.2.1. Global AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
7.3. Large Enterprise
7.3.1. Global AI in Governance Market, by Large Enterprise, by Region, 2019-2032 (USD Million)
7.4. SMEs
7.4.1. Global AI in Governance Market, by SMEs, by Region, 2019-2032 (USD Million)
8. Global AI in Governance Market, by Vertical
8.1. Key Findings
8.2. Introduction
8.2.1. Global AI in Governance Market, by Vertical, 2019-2032 (USD Million)
8.3. BFSI
8.3.1. Global AI in Governance Market, by BFSI, by Region, 2019-2032 (USD Million)
8.4. Government and Defense
8.4.1. Global AI in Governance Market, by Government and Defense, by Region, 2019-2032 (USD Million)
8.5. Healthcare and life sciences
8.5.1. Global AI in Governance Market, by Healthcare and life sciences, by Region, 2019-2032 (USD Million)
8.6. Media and Entertainment
8.6.1. Global AI in Governance Market, by Media and Entertainment, by Region, 2019-2032 (USD Million)
8.7. Retail
8.7.1. Global AI in Governance Market, by Retail, by Region, 2019-2032 (USD Million)
8.8. IT and Telecommunication
8.8.1. Global AI in Governance Market, by IT and Telecommunication, by Region, 2019-2032 (USD Million)
8.9. Automotive
8.9.1. Global AI in Governance Market, by Automotive, by Region, 2019-2032 (USD Million)
8.10. Others
8.10.1. Global AI in Governance Market, by Others, by Region, 2019-2032 (USD Million)
9. Global AI in Governance Market, by Geography
9.1. Key findings
9.2. Introduction
9.2.1. AI in Governance Market Assessment, By Geography, 2019-2032 (USD Million)
9.3. AI in Governance Market – North America
9.3.1. North America: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.3.2. North America: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.3.3. North America: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.3.4. North America: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.3.5. AI in Governance Market – U.S.
9.3.5.1. U.S.: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.3.5.2. U.S.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.3.5.3. U.S.: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.3.5.4. U.S.: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.3.6. AI in Governance Market – Canada
9.3.6.1. Canada: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.3.6.2. Canada: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.3.6.3. Canada: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.3.6.4. Canada: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4. AI in Governance Market – Europe
9.4.1. Europe: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.2. Europe: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.3. Europe: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.4. Europe: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4.5. AI in Governance Market – UK
9.4.5.1. UK: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.5.2. UK: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.5.3. UK: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.5.4. UK: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4.6. AI in Governance Market – France
9.4.6.1. France: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.6.2. France: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.6.3. France: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.6.4. France: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4.7. AI in Governance Market – Germany
9.4.7.1. Germany: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.7.2. Germany: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.7.3. Germany: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.7.4. Germany: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4.8. AI in Governance Market – Italy
9.4.8.1. Italy: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.8.2. Italy: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.8.3. Italy: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.8.4. Italy: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4.9. AI in Governance Market – Spain
9.4.9.1. Spain: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.9.2. Spain: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.9.3. Spain: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.9.4. Spain: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4.10. AI in Governance Market – Netherlands
9.4.10.1. Netherlands: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.10.2. Netherlands: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.10.3. Netherlands: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.10.4. Netherlands: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.4.11. AI in Governance Market – Russia
9.4.11.1. Russia: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.4.11.2. Russia.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.4.11.3. Russia: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.4.11.4. Russia: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.5. AI in Governance Market – Asia Pacific
9.5.1. Asia Pacific: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.5.2. Asia Pacific: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.5.3. Asia Pacific: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.5.4. Asia Pacific: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.5.5. AI in Governance Market – China
9.5.5.1. China: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.5.5.2. China.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.5.5.3. China: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.5.5.4. China: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.5.6. AI in Governance Market – India
9.5.6.1. India: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.5.6.2. India.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.5.6.3. India: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.5.6.4. India: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.5.7. AI in Governance Market – Japan
9.5.7.1. Japan: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.5.7.2. Japan.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.5.7.3. Japan: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.5.7.4. Japan: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.5.8. AI in Governance Market – Malaysia
9.5.8.1. Malaysia: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.5.8.2. Malaysia.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.5.8.3. Malaysia: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.5.8.4. Malaysia: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.5.9. AI in Governance Market – Indonesia
9.5.9.1. Indonesia: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.5.9.2. Indonesia.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.5.9.3. Indonesia: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.5.9.4. Indonesia: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.5.10. AI in Governance Market – South Korea
9.5.10.1. South Korea: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.5.10.2. South Korea.: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.5.10.3. South Korea: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.5.10.4. South Korea: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.6. AI in Governance Market – Middle East & Africa
9.6.1. Middle East & Africa: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.6.2. Middle East & Africa: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.6.3. Middle East & Africa: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.6.4. Middle East & Africa: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.6.5. AI in Governance Market – Saudi Arabia
9.6.5.1. Saudi Arabia: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.6.5.2. Saudi Arabia: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.6.5.3. Saudi Arabia: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.6.5.4. Saudi Arabia: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.6.6. AI in Governance Market – South Africa
9.6.6.1. South Africa: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.6.6.2. South Africa: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.6.6.3. South Africa: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.6.6.4. South Africa: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.6.7. AI in Governance Market – Israel
9.6.7.1. Israel: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.6.7.2. Israel: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.6.7.3. Israel: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.6.7.4. Israel: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.6.8. AI in Governance Market – UAE
9.6.8.1. UAE: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.6.8.2. UAE: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.6.8.3. UAE: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.6.8.4. UAE: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.7. AI in Governance Market – Latin America
9.7.1. Latin America: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.7.2. Latin America: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.7.3. Latin America: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.7.4. Latin America: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.7.5. AI in Governance Market – Mexico
9.7.5.1. Mexico: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.7.5.2. Mexico: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.7.5.3. Mexico: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.7.5.4. Mexico: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.7.6. AI in Governance Market – Brazil
9.7.6.1. Brazil: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.7.6.2. Brazil: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.7.6.3. Brazil: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.7.6.4. Brazil: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
9.7.7. AI in Governance Market – Argentina
9.7.7.1. Argentina: AI in Governance Market, by Component, 2019-2032 (USD Million)
9.7.7.2. Argentina: AI in Governance Market, by Vertical, 2019-2032 (USD Million)
9.7.7.3. Argentina: AI in Governance Market, by Deployment Type, 2019-2032 (USD Million)
9.7.7.4. Argentina: AI in Governance Market, by Organization Size, 2019-2032 (USD Million)
10. Competitive Landscape
10.1. Expansion and Acquisition Analysis
10.1.1. Expansion
10.1.2. Acquisitions
10.2. Partnerships/Collaborations/Agreements/Exhibitions
11. Company Profiles
11.1. ABB Ltd
11.1.1. Company Overview
11.1.2. Financial Performance
11.1.3. Product Benchmarking
11.1.4. Recent Development
11.2. DXC Technology Company
11.2.1. Company Overview
11.2.2. Financial Performance
11.2.3. Product Benchmarking
11.2.4. Recent Development
11.3. IBM Corporation
11.3.1. Company Overview
11.3.2. Financial Performance
11.3.3. Product Benchmarking
11.3.4. Recent Development
11.4. Infosys
11.4.1. Company Overview
11.4.2. Financial Performance
11.4.3. Product Benchmarking
11.4.4. Recent Development
11.5. Microsoft Corporation
11.5.1. Company Overview
11.5.2. Financial Performance
11.5.3. Product Benchmarking
11.5.4. Recent Development
11.6. NTT Data
11.6.1. Company Overview
11.6.2. Financial Performance
11.6.3. Product Benchmarking
11.6.4. Recent Development
11.7. Oracle Inc
11.7.1. Company Overview
11.7.2. Financial Performance
11.7.3. Product Benchmarking
11.7.4. Recent Development
11.8. SAP
11.8.1. Company Overview
11.8.2. Financial Performance
11.8.3. Product Benchmarking
11.8.4. Recent Development
11.9. Siemens
11.9.1. Company Overview
11.9.2. Financial Performance
11.9.3. Product Benchmarking
11.9.4. Recent Development
11.10. Tata Communication Services
11.10.1. Company Overview
11.10.2. Financial Performance
11.10.3. Product Benchmarking
11.10.4. Recent Development
11.11. TIBCO
11.11.1. Company Overview
11.11.2. Financial Performance
11.11.3. Product Benchmarking
11.11.4. Recent Development

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