Global Artificial Intelligence (AI) in Higher Education Market 2025 by Company, Regions, Type and Application, Forecast to 2031
According to our (Global Info Research) latest study, the global Artificial Intelligence (AI) in Higher Education market size was valued at US$ 1693 million in 2024 and is forecast to a readjusted size of USD 7982 million by 2031 with a CAGR of 25.1% during review period.
With AI, students feel comfortable making the errors necessary for learning, which they would otherwise be hesitant to make in front of their human tutors and peers. AI solutions also provide students with immediate feedback required for improvement, driving the demand of AI in education sector.
As an important force driving a new round of scientific and technological revolution, artificial intelligence has been of national strategic importance. Many governments introduces polices and increase capital investment to support AI companies. The Digital Europe plan adopted by the European Union will allocate Ђ9.2 billion on high-tech investments, such as supercomputing, artificial intelligence, and network security. In order to maintain its leading position, the United States will increase its investment in artificial intelligence research and development in non-defense fields, from US$1.6 billion to US$1.7 billion in 2022. According to the latest data released by IDC, global artificial intelligence revenue was US$432.8 billion in 2022, a year-on-year increase of 19.12%, including software, hardware and services.
This report is a detailed and comprehensive analysis for global Artificial Intelligence (AI) in Higher Education market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global Artificial Intelligence (AI) in Higher Education market size and forecasts, in consumption value ($ Million), 2020-2031
Global Artificial Intelligence (AI) in Higher Education market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global Artificial Intelligence (AI) in Higher Education market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global Artificial Intelligence (AI) in Higher Education market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Artificial Intelligence (AI) in Higher Education
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Artificial Intelligence (AI) in Higher Education market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Amazon Web Services, Blackboard Inc, Blippar, Century Tech Limited, Cerevrum Inc., CheckiO, Pearson PLC, TrueShelf, Querium Corporation, Knewton., etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
Artificial Intelligence (AI) in Higher Education market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia and Rest of Asia-Pacific)
South America (Brazil, Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Artificial Intelligence (AI) in Higher Education product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Artificial Intelligence (AI) in Higher Education, with revenue, gross margin, and global market share of Artificial Intelligence (AI) in Higher Education from 2020 to 2025.
Chapter 3, the Artificial Intelligence (AI) in Higher Education competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2020 to 2025.and Artificial Intelligence (AI) in Higher Education market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Artificial Intelligence (AI) in Higher Education.
Chapter 13, to describe Artificial Intelligence (AI) in Higher Education research findings and conclusion.
With AI, students feel comfortable making the errors necessary for learning, which they would otherwise be hesitant to make in front of their human tutors and peers. AI solutions also provide students with immediate feedback required for improvement, driving the demand of AI in education sector.
As an important force driving a new round of scientific and technological revolution, artificial intelligence has been of national strategic importance. Many governments introduces polices and increase capital investment to support AI companies. The Digital Europe plan adopted by the European Union will allocate Ђ9.2 billion on high-tech investments, such as supercomputing, artificial intelligence, and network security. In order to maintain its leading position, the United States will increase its investment in artificial intelligence research and development in non-defense fields, from US$1.6 billion to US$1.7 billion in 2022. According to the latest data released by IDC, global artificial intelligence revenue was US$432.8 billion in 2022, a year-on-year increase of 19.12%, including software, hardware and services.
This report is a detailed and comprehensive analysis for global Artificial Intelligence (AI) in Higher Education market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global Artificial Intelligence (AI) in Higher Education market size and forecasts, in consumption value ($ Million), 2020-2031
Global Artificial Intelligence (AI) in Higher Education market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global Artificial Intelligence (AI) in Higher Education market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global Artificial Intelligence (AI) in Higher Education market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Artificial Intelligence (AI) in Higher Education
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Artificial Intelligence (AI) in Higher Education market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Amazon Web Services, Blackboard Inc, Blippar, Century Tech Limited, Cerevrum Inc., CheckiO, Pearson PLC, TrueShelf, Querium Corporation, Knewton., etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
Artificial Intelligence (AI) in Higher Education market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
- Machine Learning
- Deep Learning
- Natural Language Processing
- Others
- Learning Platforms & Virtual Facilitators
- Intelligent Tutoring System
- Smart Content
- Fraud & Risk Management
- Others
- Amazon Web Services
- Blackboard Inc
- Blippar
- Century Tech Limited
- Cerevrum Inc.
- CheckiO
- Pearson PLC
- TrueShelf
- Querium Corporation
- Knewton.
- Cognii Inc.
- Google Inc.
- Microsoft Corporation
- Nuance Communication Inc.
- IBM Corporation.
- Jenzabar Inc.
- Yuguan Information Technology LLC
- Pixatel Systems
- PleiQ Smart Toys SpA
- Quantum Adaptive Learning LLC
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia and Rest of Asia-Pacific)
South America (Brazil, Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Artificial Intelligence (AI) in Higher Education product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Artificial Intelligence (AI) in Higher Education, with revenue, gross margin, and global market share of Artificial Intelligence (AI) in Higher Education from 2020 to 2025.
Chapter 3, the Artificial Intelligence (AI) in Higher Education competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2020 to 2025.and Artificial Intelligence (AI) in Higher Education market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Artificial Intelligence (AI) in Higher Education.
Chapter 13, to describe Artificial Intelligence (AI) in Higher Education research findings and conclusion.
1 MARKET OVERVIEW
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Artificial Intelligence (AI) in Higher Education by Type
1.3.1 Overview: Global Artificial Intelligence (AI) in Higher Education Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2024
1.3.3 Machine Learning
1.3.4 Deep Learning
1.3.5 Natural Language Processing
1.3.6 Others
1.4 Global Artificial Intelligence (AI) in Higher Education Market by Application
1.4.1 Overview: Global Artificial Intelligence (AI) in Higher Education Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Learning Platforms & Virtual Facilitators
1.4.3 Intelligent Tutoring System
1.4.4 Smart Content
1.4.5 Fraud & Risk Management
1.4.6 Others
1.5 Global Artificial Intelligence (AI) in Higher Education Market Size & Forecast
1.6 Global Artificial Intelligence (AI) in Higher Education Market Size and Forecast by Region
1.6.1 Global Artificial Intelligence (AI) in Higher Education Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global Artificial Intelligence (AI) in Higher Education Market Size by Region, (2020-2031)
1.6.3 North America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.4 Europe Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.6 South America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
2 COMPANY PROFILES
2.1 Amazon Web Services
2.1.1 Amazon Web Services Details
2.1.2 Amazon Web Services Major Business
2.1.3 Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Solutions
2.1.4 Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Amazon Web Services Recent Developments and Future Plans
2.2 Blackboard Inc
2.2.1 Blackboard Inc Details
2.2.2 Blackboard Inc Major Business
2.2.3 Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Solutions
2.2.4 Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 Blackboard Inc Recent Developments and Future Plans
2.3 Blippar
2.3.1 Blippar Details
2.3.2 Blippar Major Business
2.3.3 Blippar Artificial Intelligence (AI) in Higher Education Product and Solutions
2.3.4 Blippar Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 Blippar Recent Developments and Future Plans
2.4 Century Tech Limited
2.4.1 Century Tech Limited Details
2.4.2 Century Tech Limited Major Business
2.4.3 Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Solutions
2.4.4 Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 Century Tech Limited Recent Developments and Future Plans
2.5 Cerevrum Inc.
2.5.1 Cerevrum Inc. Details
2.5.2 Cerevrum Inc. Major Business
2.5.3 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.5.4 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Cerevrum Inc. Recent Developments and Future Plans
2.6 CheckiO
2.6.1 CheckiO Details
2.6.2 CheckiO Major Business
2.6.3 CheckiO Artificial Intelligence (AI) in Higher Education Product and Solutions
2.6.4 CheckiO Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 CheckiO Recent Developments and Future Plans
2.7 Pearson PLC
2.7.1 Pearson PLC Details
2.7.2 Pearson PLC Major Business
2.7.3 Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Solutions
2.7.4 Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 Pearson PLC Recent Developments and Future Plans
2.8 TrueShelf
2.8.1 TrueShelf Details
2.8.2 TrueShelf Major Business
2.8.3 TrueShelf Artificial Intelligence (AI) in Higher Education Product and Solutions
2.8.4 TrueShelf Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.8.5 TrueShelf Recent Developments and Future Plans
2.9 Querium Corporation
2.9.1 Querium Corporation Details
2.9.2 Querium Corporation Major Business
2.9.3 Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
2.9.4 Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.9.5 Querium Corporation Recent Developments and Future Plans
2.10 Knewton.
2.10.1 Knewton. Details
2.10.2 Knewton. Major Business
2.10.3 Knewton. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.10.4 Knewton. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.10.5 Knewton. Recent Developments and Future Plans
2.11 Cognii Inc.
2.11.1 Cognii Inc. Details
2.11.2 Cognii Inc. Major Business
2.11.3 Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.11.4 Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.11.5 Cognii Inc. Recent Developments and Future Plans
2.12 Google Inc.
2.12.1 Google Inc. Details
2.12.2 Google Inc. Major Business
2.12.3 Google Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.12.4 Google Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.12.5 Google Inc. Recent Developments and Future Plans
2.13 Microsoft Corporation
2.13.1 Microsoft Corporation Details
2.13.2 Microsoft Corporation Major Business
2.13.3 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
2.13.4 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.13.5 Microsoft Corporation Recent Developments and Future Plans
2.14 Nuance Communication Inc.
2.14.1 Nuance Communication Inc. Details
2.14.2 Nuance Communication Inc. Major Business
2.14.3 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.14.4 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.14.5 Nuance Communication Inc. Recent Developments and Future Plans
2.15 IBM Corporation.
2.15.1 IBM Corporation. Details
2.15.2 IBM Corporation. Major Business
2.15.3 IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.15.4 IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.15.5 IBM Corporation. Recent Developments and Future Plans
2.16 Jenzabar Inc.
2.16.1 Jenzabar Inc. Details
2.16.2 Jenzabar Inc. Major Business
2.16.3 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.16.4 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.16.5 Jenzabar Inc. Recent Developments and Future Plans
2.17 Yuguan Information Technology LLC
2.17.1 Yuguan Information Technology LLC Details
2.17.2 Yuguan Information Technology LLC Major Business
2.17.3 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
2.17.4 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.17.5 Yuguan Information Technology LLC Recent Developments and Future Plans
2.18 Pixatel Systems
2.18.1 Pixatel Systems Details
2.18.2 Pixatel Systems Major Business
2.18.3 Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Solutions
2.18.4 Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.18.5 Pixatel Systems Recent Developments and Future Plans
2.19 PleiQ Smart Toys SpA
2.19.1 PleiQ Smart Toys SpA Details
2.19.2 PleiQ Smart Toys SpA Major Business
2.19.3 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Solutions
2.19.4 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.19.5 PleiQ Smart Toys SpA Recent Developments and Future Plans
2.20 Quantum Adaptive Learning LLC
2.20.1 Quantum Adaptive Learning LLC Details
2.20.2 Quantum Adaptive Learning LLC Major Business
2.20.3 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
2.20.4 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.20.5 Quantum Adaptive Learning LLC Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global Artificial Intelligence (AI) in Higher Education Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of Artificial Intelligence (AI) in Higher Education by Company Revenue
3.2.2 Top 3 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
3.2.3 Top 6 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
3.3 Artificial Intelligence (AI) in Higher Education Market: Overall Company Footprint Analysis
3.3.1 Artificial Intelligence (AI) in Higher Education Market: Region Footprint
3.3.2 Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
3.3.3 Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global Artificial Intelligence (AI) in Higher Education Consumption Value and Market Share by Type (2020-2025)
4.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Type (2026-2031)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2025)
5.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Application (2026-2031)
6 NORTH AMERICA
6.1 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
6.2 North America Artificial Intelligence (AI) in Higher Education Market Size by Application (2020-2031)
6.3 North America Artificial Intelligence (AI) in Higher Education Market Size by Country
6.3.1 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
6.3.2 United States Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
6.3.3 Canada Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
6.3.4 Mexico Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7 EUROPE
7.1 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
7.2 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
7.3 Europe Artificial Intelligence (AI) in Higher Education Market Size by Country
7.3.1 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
7.3.2 Germany Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.3 France Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.4 United Kingdom Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.5 Russia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.6 Italy Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8 ASIA-PACIFIC
8.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
8.2 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
8.3 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Region
8.3.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2020-2031)
8.3.2 China Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.3 Japan Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.4 South Korea Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.5 India Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.7 Australia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
9 SOUTH AMERICA
9.1 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
9.2 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
9.3 South America Artificial Intelligence (AI) in Higher Education Market Size by Country
9.3.1 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
9.3.2 Brazil Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
9.3.3 Argentina Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
10.2 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
10.3 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country
10.3.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
10.3.2 Turkey Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
10.3.4 UAE Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
11 MARKET DYNAMICS
11.1 Artificial Intelligence (AI) in Higher Education Market Drivers
11.2 Artificial Intelligence (AI) in Higher Education Market Restraints
11.3 Artificial Intelligence (AI) in Higher Education Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 INDUSTRY CHAIN ANALYSIS
12.1 Artificial Intelligence (AI) in Higher Education Industry Chain
12.2 Artificial Intelligence (AI) in Higher Education Upstream Analysis
12.3 Artificial Intelligence (AI) in Higher Education Midstream Analysis
12.4 Artificial Intelligence (AI) in Higher Education Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Artificial Intelligence (AI) in Higher Education by Type
1.3.1 Overview: Global Artificial Intelligence (AI) in Higher Education Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2024
1.3.3 Machine Learning
1.3.4 Deep Learning
1.3.5 Natural Language Processing
1.3.6 Others
1.4 Global Artificial Intelligence (AI) in Higher Education Market by Application
1.4.1 Overview: Global Artificial Intelligence (AI) in Higher Education Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Learning Platforms & Virtual Facilitators
1.4.3 Intelligent Tutoring System
1.4.4 Smart Content
1.4.5 Fraud & Risk Management
1.4.6 Others
1.5 Global Artificial Intelligence (AI) in Higher Education Market Size & Forecast
1.6 Global Artificial Intelligence (AI) in Higher Education Market Size and Forecast by Region
1.6.1 Global Artificial Intelligence (AI) in Higher Education Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global Artificial Intelligence (AI) in Higher Education Market Size by Region, (2020-2031)
1.6.3 North America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.4 Europe Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.6 South America Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size and Prospect (2020-2031)
2 COMPANY PROFILES
2.1 Amazon Web Services
2.1.1 Amazon Web Services Details
2.1.2 Amazon Web Services Major Business
2.1.3 Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Solutions
2.1.4 Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Amazon Web Services Recent Developments and Future Plans
2.2 Blackboard Inc
2.2.1 Blackboard Inc Details
2.2.2 Blackboard Inc Major Business
2.2.3 Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Solutions
2.2.4 Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 Blackboard Inc Recent Developments and Future Plans
2.3 Blippar
2.3.1 Blippar Details
2.3.2 Blippar Major Business
2.3.3 Blippar Artificial Intelligence (AI) in Higher Education Product and Solutions
2.3.4 Blippar Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 Blippar Recent Developments and Future Plans
2.4 Century Tech Limited
2.4.1 Century Tech Limited Details
2.4.2 Century Tech Limited Major Business
2.4.3 Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Solutions
2.4.4 Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 Century Tech Limited Recent Developments and Future Plans
2.5 Cerevrum Inc.
2.5.1 Cerevrum Inc. Details
2.5.2 Cerevrum Inc. Major Business
2.5.3 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.5.4 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Cerevrum Inc. Recent Developments and Future Plans
2.6 CheckiO
2.6.1 CheckiO Details
2.6.2 CheckiO Major Business
2.6.3 CheckiO Artificial Intelligence (AI) in Higher Education Product and Solutions
2.6.4 CheckiO Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 CheckiO Recent Developments and Future Plans
2.7 Pearson PLC
2.7.1 Pearson PLC Details
2.7.2 Pearson PLC Major Business
2.7.3 Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Solutions
2.7.4 Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 Pearson PLC Recent Developments and Future Plans
2.8 TrueShelf
2.8.1 TrueShelf Details
2.8.2 TrueShelf Major Business
2.8.3 TrueShelf Artificial Intelligence (AI) in Higher Education Product and Solutions
2.8.4 TrueShelf Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.8.5 TrueShelf Recent Developments and Future Plans
2.9 Querium Corporation
2.9.1 Querium Corporation Details
2.9.2 Querium Corporation Major Business
2.9.3 Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
2.9.4 Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.9.5 Querium Corporation Recent Developments and Future Plans
2.10 Knewton.
2.10.1 Knewton. Details
2.10.2 Knewton. Major Business
2.10.3 Knewton. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.10.4 Knewton. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.10.5 Knewton. Recent Developments and Future Plans
2.11 Cognii Inc.
2.11.1 Cognii Inc. Details
2.11.2 Cognii Inc. Major Business
2.11.3 Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.11.4 Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.11.5 Cognii Inc. Recent Developments and Future Plans
2.12 Google Inc.
2.12.1 Google Inc. Details
2.12.2 Google Inc. Major Business
2.12.3 Google Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.12.4 Google Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.12.5 Google Inc. Recent Developments and Future Plans
2.13 Microsoft Corporation
2.13.1 Microsoft Corporation Details
2.13.2 Microsoft Corporation Major Business
2.13.3 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
2.13.4 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.13.5 Microsoft Corporation Recent Developments and Future Plans
2.14 Nuance Communication Inc.
2.14.1 Nuance Communication Inc. Details
2.14.2 Nuance Communication Inc. Major Business
2.14.3 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.14.4 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.14.5 Nuance Communication Inc. Recent Developments and Future Plans
2.15 IBM Corporation.
2.15.1 IBM Corporation. Details
2.15.2 IBM Corporation. Major Business
2.15.3 IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.15.4 IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.15.5 IBM Corporation. Recent Developments and Future Plans
2.16 Jenzabar Inc.
2.16.1 Jenzabar Inc. Details
2.16.2 Jenzabar Inc. Major Business
2.16.3 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
2.16.4 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.16.5 Jenzabar Inc. Recent Developments and Future Plans
2.17 Yuguan Information Technology LLC
2.17.1 Yuguan Information Technology LLC Details
2.17.2 Yuguan Information Technology LLC Major Business
2.17.3 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
2.17.4 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.17.5 Yuguan Information Technology LLC Recent Developments and Future Plans
2.18 Pixatel Systems
2.18.1 Pixatel Systems Details
2.18.2 Pixatel Systems Major Business
2.18.3 Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Solutions
2.18.4 Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.18.5 Pixatel Systems Recent Developments and Future Plans
2.19 PleiQ Smart Toys SpA
2.19.1 PleiQ Smart Toys SpA Details
2.19.2 PleiQ Smart Toys SpA Major Business
2.19.3 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Solutions
2.19.4 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.19.5 PleiQ Smart Toys SpA Recent Developments and Future Plans
2.20 Quantum Adaptive Learning LLC
2.20.1 Quantum Adaptive Learning LLC Details
2.20.2 Quantum Adaptive Learning LLC Major Business
2.20.3 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
2.20.4 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue, Gross Margin and Market Share (2020-2025)
2.20.5 Quantum Adaptive Learning LLC Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global Artificial Intelligence (AI) in Higher Education Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of Artificial Intelligence (AI) in Higher Education by Company Revenue
3.2.2 Top 3 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
3.2.3 Top 6 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
3.3 Artificial Intelligence (AI) in Higher Education Market: Overall Company Footprint Analysis
3.3.1 Artificial Intelligence (AI) in Higher Education Market: Region Footprint
3.3.2 Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
3.3.3 Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global Artificial Intelligence (AI) in Higher Education Consumption Value and Market Share by Type (2020-2025)
4.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Type (2026-2031)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2025)
5.2 Global Artificial Intelligence (AI) in Higher Education Market Forecast by Application (2026-2031)
6 NORTH AMERICA
6.1 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
6.2 North America Artificial Intelligence (AI) in Higher Education Market Size by Application (2020-2031)
6.3 North America Artificial Intelligence (AI) in Higher Education Market Size by Country
6.3.1 North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
6.3.2 United States Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
6.3.3 Canada Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
6.3.4 Mexico Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7 EUROPE
7.1 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
7.2 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
7.3 Europe Artificial Intelligence (AI) in Higher Education Market Size by Country
7.3.1 Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
7.3.2 Germany Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.3 France Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.4 United Kingdom Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.5 Russia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
7.3.6 Italy Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8 ASIA-PACIFIC
8.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
8.2 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
8.3 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Region
8.3.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2020-2031)
8.3.2 China Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.3 Japan Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.4 South Korea Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.5 India Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
8.3.7 Australia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
9 SOUTH AMERICA
9.1 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
9.2 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
9.3 South America Artificial Intelligence (AI) in Higher Education Market Size by Country
9.3.1 South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
9.3.2 Brazil Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
9.3.3 Argentina Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2031)
10.2 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2031)
10.3 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country
10.3.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2031)
10.3.2 Turkey Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
10.3.4 UAE Artificial Intelligence (AI) in Higher Education Market Size and Forecast (2020-2031)
11 MARKET DYNAMICS
11.1 Artificial Intelligence (AI) in Higher Education Market Drivers
11.2 Artificial Intelligence (AI) in Higher Education Market Restraints
11.3 Artificial Intelligence (AI) in Higher Education Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 INDUSTRY CHAIN ANALYSIS
12.1 Artificial Intelligence (AI) in Higher Education Industry Chain
12.2 Artificial Intelligence (AI) in Higher Education Upstream Analysis
12.3 Artificial Intelligence (AI) in Higher Education Midstream Analysis
12.4 Artificial Intelligence (AI) in Higher Education Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
LIST OF TABLES
Table 1. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Table 2. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Table 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2020-2025) & (USD Million)
Table 4. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2026-2031) & (USD Million)
Table 5. Amazon Web Services Company Information, Head Office, and Major Competitors
Table 6. Amazon Web Services Major Business
Table 7. Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 8. Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 9. Amazon Web Services Recent Developments and Future Plans
Table 10. Blackboard Inc Company Information, Head Office, and Major Competitors
Table 11. Blackboard Inc Major Business
Table 12. Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 13. Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 14. Blackboard Inc Recent Developments and Future Plans
Table 15. Blippar Company Information, Head Office, and Major Competitors
Table 16. Blippar Major Business
Table 17. Blippar Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 18. Blippar Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 19. Century Tech Limited Company Information, Head Office, and Major Competitors
Table 20. Century Tech Limited Major Business
Table 21. Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 22. Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 23. Century Tech Limited Recent Developments and Future Plans
Table 24. Cerevrum Inc. Company Information, Head Office, and Major Competitors
Table 25. Cerevrum Inc. Major Business
Table 26. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 27. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 28. Cerevrum Inc. Recent Developments and Future Plans
Table 29. CheckiO Company Information, Head Office, and Major Competitors
Table 30. CheckiO Major Business
Table 31. CheckiO Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 32. CheckiO Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 33. CheckiO Recent Developments and Future Plans
Table 34. Pearson PLC Company Information, Head Office, and Major Competitors
Table 35. Pearson PLC Major Business
Table 36. Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 37. Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 38. Pearson PLC Recent Developments and Future Plans
Table 39. TrueShelf Company Information, Head Office, and Major Competitors
Table 40. TrueShelf Major Business
Table 41. TrueShelf Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 42. TrueShelf Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 43. TrueShelf Recent Developments and Future Plans
Table 44. Querium Corporation Company Information, Head Office, and Major Competitors
Table 45. Querium Corporation Major Business
Table 46. Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 47. Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 48. Querium Corporation Recent Developments and Future Plans
Table 49. Knewton. Company Information, Head Office, and Major Competitors
Table 50. Knewton. Major Business
Table 51. Knewton. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 52. Knewton. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 53. Knewton. Recent Developments and Future Plans
Table 54. Cognii Inc. Company Information, Head Office, and Major Competitors
Table 55. Cognii Inc. Major Business
Table 56. Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 57. Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 58. Cognii Inc. Recent Developments and Future Plans
Table 59. Google Inc. Company Information, Head Office, and Major Competitors
Table 60. Google Inc. Major Business
Table 61. Google Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 62. Google Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 63. Google Inc. Recent Developments and Future Plans
Table 64. Microsoft Corporation Company Information, Head Office, and Major Competitors
Table 65. Microsoft Corporation Major Business
Table 66. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 67. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 68. Microsoft Corporation Recent Developments and Future Plans
Table 69. Nuance Communication Inc. Company Information, Head Office, and Major Competitors
Table 70. Nuance Communication Inc. Major Business
Table 71. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 72. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 73. Nuance Communication Inc. Recent Developments and Future Plans
Table 74. IBM Corporation. Company Information, Head Office, and Major Competitors
Table 75. IBM Corporation. Major Business
Table 76. IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 77. IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 78. IBM Corporation. Recent Developments and Future Plans
Table 79. Jenzabar Inc. Company Information, Head Office, and Major Competitors
Table 80. Jenzabar Inc. Major Business
Table 81. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 82. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 83. Jenzabar Inc. Recent Developments and Future Plans
Table 84. Yuguan Information Technology LLC Company Information, Head Office, and Major Competitors
Table 85. Yuguan Information Technology LLC Major Business
Table 86. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 87. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 88. Yuguan Information Technology LLC Recent Developments and Future Plans
Table 89. Pixatel Systems Company Information, Head Office, and Major Competitors
Table 90. Pixatel Systems Major Business
Table 91. Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 92. Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 93. Pixatel Systems Recent Developments and Future Plans
Table 94. PleiQ Smart Toys SpA Company Information, Head Office, and Major Competitors
Table 95. PleiQ Smart Toys SpA Major Business
Table 96. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 97. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 98. PleiQ Smart Toys SpA Recent Developments and Future Plans
Table 99. Quantum Adaptive Learning LLC Company Information, Head Office, and Major Competitors
Table 100. Quantum Adaptive Learning LLC Major Business
Table 101. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 102. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 103. Quantum Adaptive Learning LLC Recent Developments and Future Plans
Table 104. Global Artificial Intelligence (AI) in Higher Education Revenue (USD Million) by Players (2020-2025)
Table 105. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players (2020-2025)
Table 106. Breakdown of Artificial Intelligence (AI) in Higher Education by Company Type (Tier 1, Tier 2, and Tier 3)
Table 107. Market Position of Players in Artificial Intelligence (AI) in Higher Education, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2024
Table 108. Head Office of Key Artificial Intelligence (AI) in Higher Education Players
Table 109. Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
Table 110. Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
Table 111. Artificial Intelligence (AI) in Higher Education New Market Entrants and Barriers to Market Entry
Table 112. Artificial Intelligence (AI) in Higher Education Mergers, Acquisition, Agreements, and Collaborations
Table 113. Global Artificial Intelligence (AI) in Higher Education Consumption Value (USD Million) by Type (2020-2025)
Table 114. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2020-2025)
Table 115. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Type (2026-2031)
Table 116. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025)
Table 117. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Application (2026-2031)
Table 118. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 119. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 120. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 121. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 122. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 123. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 124. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 125. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 126. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 127. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 128. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 129. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 130. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 131. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 132. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 133. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 134. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2020-2025) & (USD Million)
Table 135. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2026-2031) & (USD Million)
Table 136. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 137. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 138. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 139. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 140. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 141. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 142. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 143. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 144. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 145. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 146. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 147. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 148. Global Key Players of Artificial Intelligence (AI) in Higher Education Upstream (Raw Materials)
Table 149. Global Artificial Intelligence (AI) in Higher Education Typical Customers
Table 1. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Table 2. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Table 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2020-2025) & (USD Million)
Table 4. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2026-2031) & (USD Million)
Table 5. Amazon Web Services Company Information, Head Office, and Major Competitors
Table 6. Amazon Web Services Major Business
Table 7. Amazon Web Services Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 8. Amazon Web Services Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 9. Amazon Web Services Recent Developments and Future Plans
Table 10. Blackboard Inc Company Information, Head Office, and Major Competitors
Table 11. Blackboard Inc Major Business
Table 12. Blackboard Inc Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 13. Blackboard Inc Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 14. Blackboard Inc Recent Developments and Future Plans
Table 15. Blippar Company Information, Head Office, and Major Competitors
Table 16. Blippar Major Business
Table 17. Blippar Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 18. Blippar Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 19. Century Tech Limited Company Information, Head Office, and Major Competitors
Table 20. Century Tech Limited Major Business
Table 21. Century Tech Limited Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 22. Century Tech Limited Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 23. Century Tech Limited Recent Developments and Future Plans
Table 24. Cerevrum Inc. Company Information, Head Office, and Major Competitors
Table 25. Cerevrum Inc. Major Business
Table 26. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 27. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 28. Cerevrum Inc. Recent Developments and Future Plans
Table 29. CheckiO Company Information, Head Office, and Major Competitors
Table 30. CheckiO Major Business
Table 31. CheckiO Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 32. CheckiO Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 33. CheckiO Recent Developments and Future Plans
Table 34. Pearson PLC Company Information, Head Office, and Major Competitors
Table 35. Pearson PLC Major Business
Table 36. Pearson PLC Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 37. Pearson PLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 38. Pearson PLC Recent Developments and Future Plans
Table 39. TrueShelf Company Information, Head Office, and Major Competitors
Table 40. TrueShelf Major Business
Table 41. TrueShelf Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 42. TrueShelf Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 43. TrueShelf Recent Developments and Future Plans
Table 44. Querium Corporation Company Information, Head Office, and Major Competitors
Table 45. Querium Corporation Major Business
Table 46. Querium Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 47. Querium Corporation Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 48. Querium Corporation Recent Developments and Future Plans
Table 49. Knewton. Company Information, Head Office, and Major Competitors
Table 50. Knewton. Major Business
Table 51. Knewton. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 52. Knewton. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 53. Knewton. Recent Developments and Future Plans
Table 54. Cognii Inc. Company Information, Head Office, and Major Competitors
Table 55. Cognii Inc. Major Business
Table 56. Cognii Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 57. Cognii Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 58. Cognii Inc. Recent Developments and Future Plans
Table 59. Google Inc. Company Information, Head Office, and Major Competitors
Table 60. Google Inc. Major Business
Table 61. Google Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 62. Google Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 63. Google Inc. Recent Developments and Future Plans
Table 64. Microsoft Corporation Company Information, Head Office, and Major Competitors
Table 65. Microsoft Corporation Major Business
Table 66. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 67. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 68. Microsoft Corporation Recent Developments and Future Plans
Table 69. Nuance Communication Inc. Company Information, Head Office, and Major Competitors
Table 70. Nuance Communication Inc. Major Business
Table 71. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 72. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 73. Nuance Communication Inc. Recent Developments and Future Plans
Table 74. IBM Corporation. Company Information, Head Office, and Major Competitors
Table 75. IBM Corporation. Major Business
Table 76. IBM Corporation. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 77. IBM Corporation. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 78. IBM Corporation. Recent Developments and Future Plans
Table 79. Jenzabar Inc. Company Information, Head Office, and Major Competitors
Table 80. Jenzabar Inc. Major Business
Table 81. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 82. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 83. Jenzabar Inc. Recent Developments and Future Plans
Table 84. Yuguan Information Technology LLC Company Information, Head Office, and Major Competitors
Table 85. Yuguan Information Technology LLC Major Business
Table 86. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 87. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 88. Yuguan Information Technology LLC Recent Developments and Future Plans
Table 89. Pixatel Systems Company Information, Head Office, and Major Competitors
Table 90. Pixatel Systems Major Business
Table 91. Pixatel Systems Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 92. Pixatel Systems Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 93. Pixatel Systems Recent Developments and Future Plans
Table 94. PleiQ Smart Toys SpA Company Information, Head Office, and Major Competitors
Table 95. PleiQ Smart Toys SpA Major Business
Table 96. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 97. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 98. PleiQ Smart Toys SpA Recent Developments and Future Plans
Table 99. Quantum Adaptive Learning LLC Company Information, Head Office, and Major Competitors
Table 100. Quantum Adaptive Learning LLC Major Business
Table 101. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product and Solutions
Table 102. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Revenue (USD Million), Gross Margin and Market Share (2020-2025)
Table 103. Quantum Adaptive Learning LLC Recent Developments and Future Plans
Table 104. Global Artificial Intelligence (AI) in Higher Education Revenue (USD Million) by Players (2020-2025)
Table 105. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players (2020-2025)
Table 106. Breakdown of Artificial Intelligence (AI) in Higher Education by Company Type (Tier 1, Tier 2, and Tier 3)
Table 107. Market Position of Players in Artificial Intelligence (AI) in Higher Education, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2024
Table 108. Head Office of Key Artificial Intelligence (AI) in Higher Education Players
Table 109. Artificial Intelligence (AI) in Higher Education Market: Company Product Type Footprint
Table 110. Artificial Intelligence (AI) in Higher Education Market: Company Product Application Footprint
Table 111. Artificial Intelligence (AI) in Higher Education New Market Entrants and Barriers to Market Entry
Table 112. Artificial Intelligence (AI) in Higher Education Mergers, Acquisition, Agreements, and Collaborations
Table 113. Global Artificial Intelligence (AI) in Higher Education Consumption Value (USD Million) by Type (2020-2025)
Table 114. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2020-2025)
Table 115. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Type (2026-2031)
Table 116. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025)
Table 117. Global Artificial Intelligence (AI) in Higher Education Consumption Value Forecast by Application (2026-2031)
Table 118. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 119. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 120. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 121. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 122. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 123. North America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 124. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 125. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 126. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 127. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 128. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 129. Europe Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 130. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 131. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 132. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 133. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 134. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2020-2025) & (USD Million)
Table 135. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value by Region (2026-2031) & (USD Million)
Table 136. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 137. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 138. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 139. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 140. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 141. South America Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 142. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2020-2025) & (USD Million)
Table 143. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Type (2026-2031) & (USD Million)
Table 144. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2020-2025) & (USD Million)
Table 145. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Application (2026-2031) & (USD Million)
Table 146. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2020-2025) & (USD Million)
Table 147. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value by Country (2026-2031) & (USD Million)
Table 148. Global Key Players of Artificial Intelligence (AI) in Higher Education Upstream (Raw Materials)
Table 149. Global Artificial Intelligence (AI) in Higher Education Typical Customers
LIST OF FIGURES
Figure 1. Artificial Intelligence (AI) in Higher Education Picture
Figure 2. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Figure 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2024
Figure 4. Machine Learning
Figure 5. Deep Learning
Figure 6. Natural Language Processing
Figure 7. Others
Figure 8. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Figure 9. Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application in 2024
Figure 10. Learning Platforms & Virtual Facilitators Picture
Figure 11. Intelligent Tutoring System Picture
Figure 12. Smart Content Picture
Figure 13. Fraud & Risk Management Picture
Figure 14. Others Picture
Figure 15. Global Artificial Intelligence (AI) in Higher Education Consumption Value, (USD Million): 2020 & 2024 & 2031
Figure 16. Global Artificial Intelligence (AI) in Higher Education Consumption Value and Forecast (2020-2031) & (USD Million)
Figure 17. Global Market Artificial Intelligence (AI) in Higher Education Consumption Value (USD Million) Comparison by Region (2020 VS 2024 VS 2031)
Figure 18. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2020-2031)
Figure 19. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region in 2024
Figure 20. North America Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 21. Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 22. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 23. South America Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 24. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 25. Company Three Recent Developments and Future Plans
Figure 26. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players in 2024
Figure 27. Artificial Intelligence (AI) in Higher Education Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2024
Figure 28. Market Share of Artificial Intelligence (AI) in Higher Education by Player Revenue in 2024
Figure 29. Top 3 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
Figure 30. Top 6 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
Figure 31. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2020-2025)
Figure 32. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Type (2026-2031)
Figure 33. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Application (2020-2025)
Figure 34. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Application (2026-2031)
Figure 35. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 36. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 37. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 38. United States Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 39. Canada Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 40. Mexico Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 41. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 42. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 43. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 44. Germany Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 45. France Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 46. United Kingdom Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 47. Russia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 48. Italy Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 49. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 50. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 51. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2020-2031)
Figure 52. China Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 53. Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 54. South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 55. India Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 56. Southeast Asia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 57. Australia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 58. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 59. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 60. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 61. Brazil Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 62. Argentina Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 63. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 64. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 65. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 66. Turkey Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 67. Saudi Arabia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 68. UAE Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 69. Artificial Intelligence (AI) in Higher Education Market Drivers
Figure 70. Artificial Intelligence (AI) in Higher Education Market Restraints
Figure 71. Artificial Intelligence (AI) in Higher Education Market Trends
Figure 72. Porters Five Forces Analysis
Figure 73. Artificial Intelligence (AI) in Higher Education Industrial Chain
Figure 74. Methodology
Figure 75. Research Process and Data Source
Figure 1. Artificial Intelligence (AI) in Higher Education Picture
Figure 2. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Type, (USD Million), 2020 & 2024 & 2031
Figure 3. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type in 2024
Figure 4. Machine Learning
Figure 5. Deep Learning
Figure 6. Natural Language Processing
Figure 7. Others
Figure 8. Global Artificial Intelligence (AI) in Higher Education Consumption Value by Application, (USD Million), 2020 & 2024 & 2031
Figure 9. Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application in 2024
Figure 10. Learning Platforms & Virtual Facilitators Picture
Figure 11. Intelligent Tutoring System Picture
Figure 12. Smart Content Picture
Figure 13. Fraud & Risk Management Picture
Figure 14. Others Picture
Figure 15. Global Artificial Intelligence (AI) in Higher Education Consumption Value, (USD Million): 2020 & 2024 & 2031
Figure 16. Global Artificial Intelligence (AI) in Higher Education Consumption Value and Forecast (2020-2031) & (USD Million)
Figure 17. Global Market Artificial Intelligence (AI) in Higher Education Consumption Value (USD Million) Comparison by Region (2020 VS 2024 VS 2031)
Figure 18. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2020-2031)
Figure 19. Global Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region in 2024
Figure 20. North America Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 21. Europe Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 22. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 23. South America Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 24. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 25. Company Three Recent Developments and Future Plans
Figure 26. Global Artificial Intelligence (AI) in Higher Education Revenue Share by Players in 2024
Figure 27. Artificial Intelligence (AI) in Higher Education Market Share by Company Type (Tier 1, Tier 2, and Tier 3) in 2024
Figure 28. Market Share of Artificial Intelligence (AI) in Higher Education by Player Revenue in 2024
Figure 29. Top 3 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
Figure 30. Top 6 Artificial Intelligence (AI) in Higher Education Players Market Share in 2024
Figure 31. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Type (2020-2025)
Figure 32. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Type (2026-2031)
Figure 33. Global Artificial Intelligence (AI) in Higher Education Consumption Value Share by Application (2020-2025)
Figure 34. Global Artificial Intelligence (AI) in Higher Education Market Share Forecast by Application (2026-2031)
Figure 35. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 36. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 37. North America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 38. United States Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 39. Canada Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 40. Mexico Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 41. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 42. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 43. Europe Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 44. Germany Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 45. France Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 46. United Kingdom Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 47. Russia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 48. Italy Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 49. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 50. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 51. Asia-Pacific Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Region (2020-2031)
Figure 52. China Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 53. Japan Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 54. South Korea Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 55. India Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 56. Southeast Asia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 57. Australia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 58. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 59. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 60. South America Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 61. Brazil Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 62. Argentina Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 63. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Type (2020-2031)
Figure 64. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Application (2020-2031)
Figure 65. Middle East & Africa Artificial Intelligence (AI) in Higher Education Consumption Value Market Share by Country (2020-2031)
Figure 66. Turkey Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 67. Saudi Arabia Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 68. UAE Artificial Intelligence (AI) in Higher Education Consumption Value (2020-2031) & (USD Million)
Figure 69. Artificial Intelligence (AI) in Higher Education Market Drivers
Figure 70. Artificial Intelligence (AI) in Higher Education Market Restraints
Figure 71. Artificial Intelligence (AI) in Higher Education Market Trends
Figure 72. Porters Five Forces Analysis
Figure 73. Artificial Intelligence (AI) in Higher Education Industrial Chain
Figure 74. Methodology
Figure 75. Research Process and Data Source
