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Global Artificial Intelligence (AI) in Higher Education Market Research Report 2025
Published Date: March 2025
|
Report Code: QYRE-Auto-24G9438
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Global Artificial Intelligence AI in Higher Education Market Research Report 2022
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Global Artificial Intelligence (AI) in Higher Education Market Research Report 2025

Code: QYRE-Auto-24G9438
Report
March 2025
Pages:92
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES
FEATURED COMPANIES
Amazon Web Services
Blackboard
Blippar
Pearson
Knewton
Cognii
GOOGLE INC
Microsoft Corporation
Nuance Communication Inc.
IBM Corporation
Jenzabar
Century Tech Limited
Cerevrum Inc.
CheckiO
TrueShelf
Querium Corporation
Yuguan Information Technology LLC
Pixatel Systems
PleiQ Smart Toys SpA
Quantum Adaptive Learning LLC

Artificial Intelligence (AI) in Higher Education Market Size

The global market for Artificial Intelligence (AI) in Higher Education was valued at US$ 2026 million in the year 2024 and is projected to reach a revised size of US$ 9830 million by 2031, growing at a CAGR of 25.7% during the forecast period.

Artificial Intelligence (AI) in Higher Education Market

Artificial Intelligence (AI) in Higher Education Market

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 €9.2 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$432.8 billion in 2022, a year-on-year increase of 19.12%, including software, hardware and services.
This report aims to provide a comprehensive presentation of the global market for Artificial Intelligence (AI) in Higher Education, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Artificial Intelligence (AI) in Higher Education.
The Artificial Intelligence (AI) in Higher Education market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Artificial Intelligence (AI) in Higher Education market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Artificial Intelligence (AI) in Higher Education companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation

Scope of Artificial Intelligence (AI) in Higher Education Market Report

Report Metric Details
Report Name Artificial Intelligence (AI) in Higher Education Market
Accounted market size in year US$ 2026 million
Forecasted market size in 2031 US$ 9830 million
CAGR 25.7%
Base Year year
Forecasted years 2025 - 2031
Segment by Type
Segment by Application
By Region
  • North America (United States, Canada)
  • Europe (Germany, France, UK, Italy, Russia) Rest of Europe
  • Nordic Countries
  • Asia-Pacific (China, Japan, South Korea)
  • Southeast Asia (India, Australia)
  • Rest of Asia
  • Latin America (Mexico, Brazil)
  • Rest of Latin America
  • Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company 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
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
  • Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
  • Chapter 3: Detailed analysis of Artificial Intelligence (AI) in Higher Education company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
  • Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
  • Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
  • Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
  • Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
  • Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is Artificial Intelligence (AI) in Higher Education Market growing?

Ans: The Artificial Intelligence (AI) in Higher Education Market witnessing a CAGR of 25.7% during the forecast period 2025-2031.

What is the Artificial Intelligence (AI) in Higher Education Market size in 2031?

Ans: The Artificial Intelligence (AI) in Higher Education Market size in 2031 will be US$ 9830 million.

Who are the main players in the Artificial Intelligence (AI) in Higher Education Market report?

Ans: The main players in the Artificial Intelligence (AI) in Higher Education Market are 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

What are the Application segmentation covered in the Artificial Intelligence (AI) in Higher Education Market report?

Ans: The Applications covered in the Artificial Intelligence (AI) in Higher Education Market report are Learning Platforms & Virtual Facilitators, Intelligent Tutoring System, Smart Content, Fraud & Risk Management, Others

What are the Type segmentation covered in the Artificial Intelligence (AI) in Higher Education Market report?

Ans: The Types covered in the Artificial Intelligence (AI) in Higher Education Market report are Machine Learning, Deep Learning, Natural Language Processing, Others

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1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Machine Learning
1.2.3 Deep Learning
1.2.4 Natural Language Processing
1.2.5 Others
1.3 Market by Application
1.3.1 Global Artificial Intelligence (AI) in Higher Education Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Learning Platforms & Virtual Facilitators
1.3.3 Intelligent Tutoring System
1.3.4 Smart Content
1.3.5 Fraud & Risk Management
1.3.6 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Artificial Intelligence (AI) in Higher Education Market Perspective (2020-2031)
2.2 Global Artificial Intelligence (AI) in Higher Education Growth Trends by Region
2.2.1 Global Artificial Intelligence (AI) in Higher Education Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Artificial Intelligence (AI) in Higher Education Historic Market Size by Region (2020-2025)
2.2.3 Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Region (2026-2031)
2.3 Artificial Intelligence (AI) in Higher Education Market Dynamics
2.3.1 Artificial Intelligence (AI) in Higher Education Industry Trends
2.3.2 Artificial Intelligence (AI) in Higher Education Market Drivers
2.3.3 Artificial Intelligence (AI) in Higher Education Market Challenges
2.3.4 Artificial Intelligence (AI) in Higher Education Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Artificial Intelligence (AI) in Higher Education Players by Revenue
3.1.1 Global Top Artificial Intelligence (AI) in Higher Education Players by Revenue (2020-2025)
3.1.2 Global Artificial Intelligence (AI) in Higher Education Revenue Market Share by Players (2020-2025)
3.2 Global Artificial Intelligence (AI) in Higher Education Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Artificial Intelligence (AI) in Higher Education Revenue
3.4 Global Artificial Intelligence (AI) in Higher Education Market Concentration Ratio
3.4.1 Global Artificial Intelligence (AI) in Higher Education Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) in Higher Education Revenue in 2024
3.5 Global Key Players of Artificial Intelligence (AI) in Higher Education Head office and Area Served
3.6 Global Key Players of Artificial Intelligence (AI) in Higher Education, Product and Application
3.7 Global Key Players of Artificial Intelligence (AI) in Higher Education, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Artificial Intelligence (AI) in Higher Education Breakdown Data by Type
4.1 Global Artificial Intelligence (AI) in Higher Education Historic Market Size by Type (2020-2025)
4.2 Global Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Type (2026-2031)
5 Artificial Intelligence (AI) in Higher Education Breakdown Data by Application
5.1 Global Artificial Intelligence (AI) in Higher Education Historic Market Size by Application (2020-2025)
5.2 Global Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Artificial Intelligence (AI) in Higher Education Market Size (2020-2031)
6.2 North America Artificial Intelligence (AI) in Higher Education Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025)
6.4 North America Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Artificial Intelligence (AI) in Higher Education Market Size (2020-2031)
7.2 Europe Artificial Intelligence (AI) in Higher Education Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025)
7.4 Europe Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size (2020-2031)
8.2 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Region (2020-2025)
8.4 Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Artificial Intelligence (AI) in Higher Education Market Size (2020-2031)
9.2 Latin America Artificial Intelligence (AI) in Higher Education Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025)
9.4 Latin America Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size (2020-2031)
10.2 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025)
10.4 Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Amazon Web Services
11.1.1 Amazon Web Services Company Details
11.1.2 Amazon Web Services Business Overview
11.1.3 Amazon Web Services Artificial Intelligence (AI) in Higher Education Introduction
11.1.4 Amazon Web Services Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.1.5 Amazon Web Services Recent Development
11.2 Blackboard Inc
11.2.1 Blackboard Inc Company Details
11.2.2 Blackboard Inc Business Overview
11.2.3 Blackboard Inc Artificial Intelligence (AI) in Higher Education Introduction
11.2.4 Blackboard Inc Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.2.5 Blackboard Inc Recent Development
11.3 Blippar
11.3.1 Blippar Company Details
11.3.2 Blippar Business Overview
11.3.3 Blippar Artificial Intelligence (AI) in Higher Education Introduction
11.3.4 Blippar Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.3.5 Blippar Recent Development
11.4 Century Tech Limited
11.4.1 Century Tech Limited Company Details
11.4.2 Century Tech Limited Business Overview
11.4.3 Century Tech Limited Artificial Intelligence (AI) in Higher Education Introduction
11.4.4 Century Tech Limited Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.4.5 Century Tech Limited Recent Development
11.5 Cerevrum Inc.
11.5.1 Cerevrum Inc. Company Details
11.5.2 Cerevrum Inc. Business Overview
11.5.3 Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.5.4 Cerevrum Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.5.5 Cerevrum Inc. Recent Development
11.6 CheckiO
11.6.1 CheckiO Company Details
11.6.2 CheckiO Business Overview
11.6.3 CheckiO Artificial Intelligence (AI) in Higher Education Introduction
11.6.4 CheckiO Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.6.5 CheckiO Recent Development
11.7 Pearson PLC
11.7.1 Pearson PLC Company Details
11.7.2 Pearson PLC Business Overview
11.7.3 Pearson PLC Artificial Intelligence (AI) in Higher Education Introduction
11.7.4 Pearson PLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.7.5 Pearson PLC Recent Development
11.8 TrueShelf
11.8.1 TrueShelf Company Details
11.8.2 TrueShelf Business Overview
11.8.3 TrueShelf Artificial Intelligence (AI) in Higher Education Introduction
11.8.4 TrueShelf Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.8.5 TrueShelf Recent Development
11.9 Querium Corporation
11.9.1 Querium Corporation Company Details
11.9.2 Querium Corporation Business Overview
11.9.3 Querium Corporation Artificial Intelligence (AI) in Higher Education Introduction
11.9.4 Querium Corporation Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.9.5 Querium Corporation Recent Development
11.10 Knewton.
11.10.1 Knewton. Company Details
11.10.2 Knewton. Business Overview
11.10.3 Knewton. Artificial Intelligence (AI) in Higher Education Introduction
11.10.4 Knewton. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.10.5 Knewton. Recent Development
11.11 Cognii Inc.
11.11.1 Cognii Inc. Company Details
11.11.2 Cognii Inc. Business Overview
11.11.3 Cognii Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.11.4 Cognii Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.11.5 Cognii Inc. Recent Development
11.12 Google Inc.
11.12.1 Google Inc. Company Details
11.12.2 Google Inc. Business Overview
11.12.3 Google Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.12.4 Google Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.12.5 Google Inc. Recent Development
11.13 Microsoft Corporation
11.13.1 Microsoft Corporation Company Details
11.13.2 Microsoft Corporation Business Overview
11.13.3 Microsoft Corporation Artificial Intelligence (AI) in Higher Education Introduction
11.13.4 Microsoft Corporation Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.13.5 Microsoft Corporation Recent Development
11.14 Nuance Communication Inc.
11.14.1 Nuance Communication Inc. Company Details
11.14.2 Nuance Communication Inc. Business Overview
11.14.3 Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.14.4 Nuance Communication Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.14.5 Nuance Communication Inc. Recent Development
11.15 IBM Corporation.
11.15.1 IBM Corporation. Company Details
11.15.2 IBM Corporation. Business Overview
11.15.3 IBM Corporation. Artificial Intelligence (AI) in Higher Education Introduction
11.15.4 IBM Corporation. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.15.5 IBM Corporation. Recent Development
11.16 Jenzabar Inc.
11.16.1 Jenzabar Inc. Company Details
11.16.2 Jenzabar Inc. Business Overview
11.16.3 Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Introduction
11.16.4 Jenzabar Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.16.5 Jenzabar Inc. Recent Development
11.17 Yuguan Information Technology LLC
11.17.1 Yuguan Information Technology LLC Company Details
11.17.2 Yuguan Information Technology LLC Business Overview
11.17.3 Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Introduction
11.17.4 Yuguan Information Technology LLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.17.5 Yuguan Information Technology LLC Recent Development
11.18 Pixatel Systems
11.18.1 Pixatel Systems Company Details
11.18.2 Pixatel Systems Business Overview
11.18.3 Pixatel Systems Artificial Intelligence (AI) in Higher Education Introduction
11.18.4 Pixatel Systems Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.18.5 Pixatel Systems Recent Development
11.19 PleiQ Smart Toys SpA
11.19.1 PleiQ Smart Toys SpA Company Details
11.19.2 PleiQ Smart Toys SpA Business Overview
11.19.3 PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Introduction
11.19.4 PleiQ Smart Toys SpA Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.19.5 PleiQ Smart Toys SpA Recent Development
11.20 Quantum Adaptive Learning LLC
11.20.1 Quantum Adaptive Learning LLC Company Details
11.20.2 Quantum Adaptive Learning LLC Business Overview
11.20.3 Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Introduction
11.20.4 Quantum Adaptive Learning LLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
11.20.5 Quantum Adaptive Learning LLC Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
FEATURED COMPANIES
Amazon Web Services
Blackboard
Blippar
Pearson
Knewton
Cognii
GOOGLE INC
Microsoft Corporation
Nuance Communication Inc.
IBM Corporation
Jenzabar
Century Tech Limited
Cerevrum Inc.
CheckiO
TrueShelf
Querium Corporation
Yuguan Information Technology LLC
Pixatel Systems
PleiQ Smart Toys SpA
Quantum Adaptive Learning LLC
List of Tables
 Table 1. Global Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
 Table 2. Key Players of Machine Learning
 Table 3. Key Players of Deep Learning
 Table 4. Key Players of Natural Language Processing
 Table 5. Key Players of Others
 Table 6. Global Artificial Intelligence (AI) in Higher Education Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
 Table 7. Global Artificial Intelligence (AI) in Higher Education Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 8. Global Artificial Intelligence (AI) in Higher Education Market Size by Region (2020-2025) & (US$ Million)
 Table 9. Global Artificial Intelligence (AI) in Higher Education Market Share by Region (2020-2025)
 Table 10. Global Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Region (2026-2031) & (US$ Million)
 Table 11. Global Artificial Intelligence (AI) in Higher Education Market Share by Region (2026-2031)
 Table 12. Artificial Intelligence (AI) in Higher Education Market Trends
 Table 13. Artificial Intelligence (AI) in Higher Education Market Drivers
 Table 14. Artificial Intelligence (AI) in Higher Education Market Challenges
 Table 15. Artificial Intelligence (AI) in Higher Education Market Restraints
 Table 16. Global Artificial Intelligence (AI) in Higher Education Revenue by Players (2020-2025) & (US$ Million)
 Table 17. Global Artificial Intelligence (AI) in Higher Education Market Share by Players (2020-2025)
 Table 18. Global Top Artificial Intelligence (AI) in Higher Education Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Artificial Intelligence (AI) in Higher Education as of 2024)
 Table 19. Ranking of Global Top Artificial Intelligence (AI) in Higher Education Companies by Revenue (US$ Million) in 2024
 Table 20. Global 5 Largest Players Market Share by Artificial Intelligence (AI) in Higher Education Revenue (CR5 and HHI) & (2020-2025)
 Table 21. Global Key Players of Artificial Intelligence (AI) in Higher Education, Headquarters and Area Served
 Table 22. Global Key Players of Artificial Intelligence (AI) in Higher Education, Product and Application
 Table 23. Global Key Players of Artificial Intelligence (AI) in Higher Education, Date of Enter into This Industry
 Table 24. Mergers & Acquisitions, Expansion Plans
 Table 25. Global Artificial Intelligence (AI) in Higher Education Market Size by Type (2020-2025) & (US$ Million)
 Table 26. Global Artificial Intelligence (AI) in Higher Education Revenue Market Share by Type (2020-2025)
 Table 27. Global Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Type (2026-2031) & (US$ Million)
 Table 28. Global Artificial Intelligence (AI) in Higher Education Revenue Market Share by Type (2026-2031)
 Table 29. Global Artificial Intelligence (AI) in Higher Education Market Size by Application (2020-2025) & (US$ Million)
 Table 30. Global Artificial Intelligence (AI) in Higher Education Revenue Market Share by Application (2020-2025)
 Table 31. Global Artificial Intelligence (AI) in Higher Education Forecasted Market Size by Application (2026-2031) & (US$ Million)
 Table 32. Global Artificial Intelligence (AI) in Higher Education Revenue Market Share by Application (2026-2031)
 Table 33. North America Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 34. North America Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025) & (US$ Million)
 Table 35. North America Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031) & (US$ Million)
 Table 36. Europe Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 37. Europe Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025) & (US$ Million)
 Table 38. Europe Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031) & (US$ Million)
 Table 39. Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
 Table 40. Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Region (2020-2025) & (US$ Million)
 Table 41. Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size by Region (2026-2031) & (US$ Million)
 Table 42. Latin America Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 43. Latin America Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025) & (US$ Million)
 Table 44. Latin America Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031) & (US$ Million)
 Table 45. Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
 Table 46. Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country (2020-2025) & (US$ Million)
 Table 47. Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size by Country (2026-2031) & (US$ Million)
 Table 48. Amazon Web Services Company Details
 Table 49. Amazon Web Services Business Overview
 Table 50. Amazon Web Services Artificial Intelligence (AI) in Higher Education Product
 Table 51. Amazon Web Services Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 52. Amazon Web Services Recent Development
 Table 53. Blackboard Inc Company Details
 Table 54. Blackboard Inc Business Overview
 Table 55. Blackboard Inc Artificial Intelligence (AI) in Higher Education Product
 Table 56. Blackboard Inc Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 57. Blackboard Inc Recent Development
 Table 58. Blippar Company Details
 Table 59. Blippar Business Overview
 Table 60. Blippar Artificial Intelligence (AI) in Higher Education Product
 Table 61. Blippar Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 62. Blippar Recent Development
 Table 63. Century Tech Limited Company Details
 Table 64. Century Tech Limited Business Overview
 Table 65. Century Tech Limited Artificial Intelligence (AI) in Higher Education Product
 Table 66. Century Tech Limited Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 67. Century Tech Limited Recent Development
 Table 68. Cerevrum Inc. Company Details
 Table 69. Cerevrum Inc. Business Overview
 Table 70. Cerevrum Inc. Artificial Intelligence (AI) in Higher Education Product
 Table 71. Cerevrum Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 72. Cerevrum Inc. Recent Development
 Table 73. CheckiO Company Details
 Table 74. CheckiO Business Overview
 Table 75. CheckiO Artificial Intelligence (AI) in Higher Education Product
 Table 76. CheckiO Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 77. CheckiO Recent Development
 Table 78. Pearson PLC Company Details
 Table 79. Pearson PLC Business Overview
 Table 80. Pearson PLC Artificial Intelligence (AI) in Higher Education Product
 Table 81. Pearson PLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 82. Pearson PLC Recent Development
 Table 83. TrueShelf Company Details
 Table 84. TrueShelf Business Overview
 Table 85. TrueShelf Artificial Intelligence (AI) in Higher Education Product
 Table 86. TrueShelf Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 87. TrueShelf Recent Development
 Table 88. Querium Corporation Company Details
 Table 89. Querium Corporation Business Overview
 Table 90. Querium Corporation Artificial Intelligence (AI) in Higher Education Product
 Table 91. Querium Corporation Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 92. Querium Corporation Recent Development
 Table 93. Knewton. Company Details
 Table 94. Knewton. Business Overview
 Table 95. Knewton. Artificial Intelligence (AI) in Higher Education Product
 Table 96. Knewton. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 97. Knewton. Recent Development
 Table 98. Cognii Inc. Company Details
 Table 99. Cognii Inc. Business Overview
 Table 100. Cognii Inc. Artificial Intelligence (AI) in Higher Education Product
 Table 101. Cognii Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 102. Cognii Inc. Recent Development
 Table 103. Google Inc. Company Details
 Table 104. Google Inc. Business Overview
 Table 105. Google Inc. Artificial Intelligence (AI) in Higher Education Product
 Table 106. Google Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 107. Google Inc. Recent Development
 Table 108. Microsoft Corporation Company Details
 Table 109. Microsoft Corporation Business Overview
 Table 110. Microsoft Corporation Artificial Intelligence (AI) in Higher Education Product
 Table 111. Microsoft Corporation Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 112. Microsoft Corporation Recent Development
 Table 113. Nuance Communication Inc. Company Details
 Table 114. Nuance Communication Inc. Business Overview
 Table 115. Nuance Communication Inc. Artificial Intelligence (AI) in Higher Education Product
 Table 116. Nuance Communication Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 117. Nuance Communication Inc. Recent Development
 Table 118. IBM Corporation. Company Details
 Table 119. IBM Corporation. Business Overview
 Table 120. IBM Corporation. Artificial Intelligence (AI) in Higher Education Product
 Table 121. IBM Corporation. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 122. IBM Corporation. Recent Development
 Table 123. Jenzabar Inc. Company Details
 Table 124. Jenzabar Inc. Business Overview
 Table 125. Jenzabar Inc. Artificial Intelligence (AI) in Higher Education Product
 Table 126. Jenzabar Inc. Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 127. Jenzabar Inc. Recent Development
 Table 128. Yuguan Information Technology LLC Company Details
 Table 129. Yuguan Information Technology LLC Business Overview
 Table 130. Yuguan Information Technology LLC Artificial Intelligence (AI) in Higher Education Product
 Table 131. Yuguan Information Technology LLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 132. Yuguan Information Technology LLC Recent Development
 Table 133. Pixatel Systems Company Details
 Table 134. Pixatel Systems Business Overview
 Table 135. Pixatel Systems Artificial Intelligence (AI) in Higher Education Product
 Table 136. Pixatel Systems Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 137. Pixatel Systems Recent Development
 Table 138. PleiQ Smart Toys SpA Company Details
 Table 139. PleiQ Smart Toys SpA Business Overview
 Table 140. PleiQ Smart Toys SpA Artificial Intelligence (AI) in Higher Education Product
 Table 141. PleiQ Smart Toys SpA Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 142. PleiQ Smart Toys SpA Recent Development
 Table 143. Quantum Adaptive Learning LLC Company Details
 Table 144. Quantum Adaptive Learning LLC Business Overview
 Table 145. Quantum Adaptive Learning LLC Artificial Intelligence (AI) in Higher Education Product
 Table 146. Quantum Adaptive Learning LLC Revenue in Artificial Intelligence (AI) in Higher Education Business (2020-2025) & (US$ Million)
 Table 147. Quantum Adaptive Learning LLC Recent Development
 Table 148. Research Programs/Design for This Report
 Table 149. Key Data Information from Secondary Sources
 Table 150. Key Data Information from Primary Sources
 Table 151. Authors List of This Report


List of Figures
 Figure 1. Artificial Intelligence (AI) in Higher Education Picture
 Figure 2. Global Artificial Intelligence (AI) in Higher Education Market Size Comparison by Type (2020-2031) & (US$ Million)
 Figure 3. Global Artificial Intelligence (AI) in Higher Education Market Share by Type: 2024 VS 2031
 Figure 4. Machine Learning Features
 Figure 5. Deep Learning Features
 Figure 6. Natural Language Processing Features
 Figure 7. Others Features
 Figure 8. Global Artificial Intelligence (AI) in Higher Education Market Size by Application (2020-2031) & (US$ Million)
 Figure 9. Global Artificial Intelligence (AI) in Higher Education Market Share by Application: 2024 VS 2031
 Figure 10. Learning Platforms & Virtual Facilitators Case Studies
 Figure 11. Intelligent Tutoring System Case Studies
 Figure 12. Smart Content Case Studies
 Figure 13. Fraud & Risk Management Case Studies
 Figure 14. Others Case Studies
 Figure 15. Artificial Intelligence (AI) in Higher Education Report Years Considered
 Figure 16. Global Artificial Intelligence (AI) in Higher Education Market Size (US$ Million), Year-over-Year: 2020-2031
 Figure 17. Global Artificial Intelligence (AI) in Higher Education Market Size, (US$ Million), 2020 VS 2024 VS 2031
 Figure 18. Global Artificial Intelligence (AI) in Higher Education Market Share by Region: 2024 VS 2031
 Figure 19. Global Artificial Intelligence (AI) in Higher Education Market Share by Players in 2024
 Figure 20. Global Top Artificial Intelligence (AI) in Higher Education Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Artificial Intelligence (AI) in Higher Education as of 2024)
 Figure 21. The Top 10 and 5 Players Market Share by Artificial Intelligence (AI) in Higher Education Revenue in 2024
 Figure 22. North America Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 23. North America Artificial Intelligence (AI) in Higher Education Market Share by Country (2020-2031)
 Figure 24. United States Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 25. Canada Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 26. Europe Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 27. Europe Artificial Intelligence (AI) in Higher Education Market Share by Country (2020-2031)
 Figure 28. Germany Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 29. France Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 30. U.K. Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 31. Italy Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 32. Russia Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 33. Nordic Countries Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 34. Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 35. Asia-Pacific Artificial Intelligence (AI) in Higher Education Market Share by Region (2020-2031)
 Figure 36. China Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 37. Japan Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 38. South Korea Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 39. Southeast Asia Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 40. India Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 41. Australia Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 42. Latin America Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 43. Latin America Artificial Intelligence (AI) in Higher Education Market Share by Country (2020-2031)
 Figure 44. Mexico Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 45. Brazil Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 46. Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 47. Middle East & Africa Artificial Intelligence (AI) in Higher Education Market Share by Country (2020-2031)
 Figure 48. Turkey Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 49. Saudi Arabia Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 50. UAE Artificial Intelligence (AI) in Higher Education Market Size YoY Growth (2020-2031) & (US$ Million)
 Figure 51. Amazon Web Services Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 52. Blackboard Inc Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 53. Blippar Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 54. Century Tech Limited Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 55. Cerevrum Inc. Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 56. CheckiO Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 57. Pearson PLC Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 58. TrueShelf Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 59. Querium Corporation Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 60. Knewton. Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 61. Cognii Inc. Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 62. Google Inc. Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 63. Microsoft Corporation Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 64. Nuance Communication Inc. Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 65. IBM Corporation. Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 66. Jenzabar Inc. Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 67. Yuguan Information Technology LLC Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 68. Pixatel Systems Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 69. PleiQ Smart Toys SpA Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 70. Quantum Adaptive Learning LLC Revenue Growth Rate in Artificial Intelligence (AI) in Higher Education Business (2020-2025)
 Figure 71. Bottom-up and Top-down Approaches for This Report
 Figure 72. Data Triangulation
 Figure 73. Key Executives Interviewed
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