AI In Education Market Size, Share & Trends Analysis Report By Component, By Deployment, By Technology (NLP, ML), By Application (Intelligent Tutoring System, Learning Platform & Virtual Facilitators), By End-use, By Region, And Segment Forecasts, 2025 - 2030

Table of Contents

Chapter 1. Methodology and Scope
                   1.1. Market Segmentation and Scope
                   1.2. Market Definitions
                   1.3. Research Methodology
                       1.3.1. Information Procurement
                       1.3.2. Information or Data Analysis
                       1.3.3. Market Formulation & Data Visualization
                       1.3.4. Data Validation & Publishing
                   1.4. Research Scope and Assumptions
                       1.4.1. List of Data Sources
Chapter 2. Executive Summary
                   2.1. Market Outlook
                   2.2. Segment Outlook
                   2.3. Competitive Insights
Chapter 3. AI in Education Market Variables, Trends, & Scope
                   3.1. Market Introduction/Lineage Outlook
                   3.2. Industry Value Chain Analysis
                   3.3. Market Dynamics
                       3.3.1. Market Drivers Analysis
                       3.3.2. Market Restraints Analysis
                       3.3.3. Industry Opportunities
                       3.3.4. Industry Challenges
                   3.4. AI in Education Market Analysis Tools
                       3.4.1. Porter’s Analysis
                           3.4.1.1. Bargaining power of the suppliers
                           3.4.1.2. Bargaining power of the buyers
                           3.4.1.3. Threats of substitution
                           3.4.1.4. Threats from new entrants
                           3.4.1.5. Competitive rivalry
                       3.4.2. PESTEL Analysis
                           3.4.2.1. Political landscape
                           3.4.2.2. Economic and Social landscape
                           3.4.2.3. Technological landscape
                           3.4.2.4. Environmental landscape
                           3.4.2.5. Legal landscape
Chapter 4. AI in Education Market: Component Estimates & Trend Analysis
                   4.1. Segment Dashboard
                   4.2. AI in Education Market: Component Movement Analysis, USD Million, 2024 & 2030
                   4.3. Solutions
                       4.3.1. Solutions Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   4.4. Services
                       4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 5. AI in Education Market: Deployment Estimates & Trend Analysis
                   5.1. Segment Dashboard
                   5.2. AI in Education Market: Deployment Movement Analysis, USD Million, 2024 & 2030
                   5.3. Cloud
                       5.3.1. Cloud Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   5.4. On-Premises
                       5.4.1. On-Premises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 6. AI in Education Market: Technology Estimates & Trend Analysis
                   6.1. Segment Dashboard
                   6.2. AI in Education Market: Technology Movement Analysis, USD Million, 2024 & 2030
                   6.3. Natural Language Processing (NLP)
                       6.3.1. Natural Language Processing (NLP) Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   6.4. Machine Learning
                       6.4.1. Machine Learning Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 7. AI in Education Market: Application Estimates & Trend Analysis
                   7.1. Segment Dashboard
                   7.2. AI in Education Market: Application Movement Analysis, USD Million, 2024 & 2030
                   7.3. Learning Platform & Virtual Facilitators
                       7.3.1. Learning Platform & Virtual Facilitators Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   7.4. Intelligent Tutoring System (ITS)
                       7.4.1. Intelligent Tutoring System (ITS) Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   7.5. Smart Content
                       7.5.1. Smart Content Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   7.6. Fraud and Risk Management
                       7.6.1. Fraud and Risk Management Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 8. AI in Education Market: End Use Estimates & Trend Analysis
                   8.1. Segment Dashboard
                   8.2. AI in Education Market: End Use Movement Analysis, USD Million, 2024 & 2030
                   8.3. K-12 Education
                       8.3.1. K-12 Education Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   8.4. Higher Education
                       8.4.1. Higher Education Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
                   8.5. Corporate Training & Learning
                       8.5.1. Corporate Training & Learning Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
Chapter 9. AI in Education Market: Regional Estimates & Trend Analysis
                   9.1. AI in Education Market Share, By Region, 2024 & 2030, USD Million
                   9.2. North America
                       9.2.1. North America AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                       9.2.2. North America AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                       9.2.3. North America AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                       9.2.4. North America AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                       9.2.5. North America AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                       9.2.6. North America AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.2.7. U.S.
                           9.2.7.1. U.S. AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.2.7.2. U.S. AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.2.7.3. U.S. AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.2.7.4. U.S. AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.2.7.5. U.S. AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.2.7.6. U.S. AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.2.8. Canada
                           9.2.8.1. Canada AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.2.8.2. Canada AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.2.8.3. Canada AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.2.8.4. Canada AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.2.8.5. Canada AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.2.8.6. Canada AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.2.9. Mexico
                           9.2.9.1. Mexico AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.2.9.2. Mexico AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.2.9.3. Mexico AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.2.9.4. Mexico AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.2.9.5. Mexico AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.2.9.6. Mexico AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                   9.3. Europe
                       9.3.1. Europe AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                       9.3.2. Europe AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                       9.3.3. Europe AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                       9.3.4. Europe AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                       9.3.5. Europe AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                       9.3.6. Europe AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.3.7. UK
                           9.3.7.1. UK AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.3.7.2. UK AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.3.7.3. UK AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.3.7.4. UK AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.3.7.5. UK AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.3.7.6. UK AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.3.8. Germany
                           9.3.8.1. Germany AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.3.8.2. Germany AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.3.8.3. Germany AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.3.8.4. Germany AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.3.8.5. Germany AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.3.8.6. Germany AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.3.9. France
                           9.3.9.1. France AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.3.9.2. France AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.3.9.3. France AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.3.9.4. France AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.3.9.5. France AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.3.9.6. France AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.3.10. Italy
                           9.3.10.1. Italy AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.3.10.2. Italy AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.3.10.3. Italy AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.3.10.4. Italy AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.3.10.5. Italy AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.3.10.6. Italy AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                   9.4. Asia Pacific
                       9.4.1. Asia Pacific AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                       9.4.2. Asia Pacific AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                       9.4.3. Asia Pacific AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                       9.4.4. Asia Pacific AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                       9.4.5. Asia Pacific AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                       9.4.6. Asia Pacific AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.4.7. China
                           9.4.7.1. China AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.4.7.2. China AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.4.7.3. China AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.4.7.4. China AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.4.7.5. China AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.4.7.6. China AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.4.8. Japan
                           9.4.8.1. Japan AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.4.8.2. Japan AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.4.8.3. Japan AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.4.8.4. Japan AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.4.8.5. Japan AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.4.8.6. Japan AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.4.9. India
                           9.4.9.1. India AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.4.9.2. India AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.4.9.3. India AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.4.9.4. India AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.4.9.5. India AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.4.9.6. India AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.4.10. South Korea
                           9.4.10.1. South Korea AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.4.10.2. South Korea AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.4.10.3. South Korea AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.4.10.4. South Korea AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.4.10.5. South Korea AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.4.10.6. South Korea AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.4.11. Australia
                           9.4.11.1. Australia AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.4.11.2. Australia AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.4.11.3. Australia AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.4.11.4. Australia AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.4.11.5. Australia AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.4.11.6. Australia AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                   9.5. Latin America
                       9.5.1. Latin America AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                       9.5.2. Latin America AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                       9.5.3. Latin America AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                       9.5.4. Latin America AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                       9.5.5. Latin America AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                       9.5.6. Latin America AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.5.7. Brazil
                           9.5.7.1. Brazil AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.5.7.2. Brazil AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.5.7.3. Brazil AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.5.7.4. Brazil AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.5.7.5. Brazil AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.5.7.6. Brazil AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                   9.6. Middle East and Africa
                       9.6.1. Middle East and Africa AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                       9.6.2. Middle East and Africa AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                       9.6.3. Middle East and Africa AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                       9.6.4. Middle East and Africa AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                       9.6.5. Middle East and Africa AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                       9.6.6. Middle East & Africa AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.6.7. KSA
                           9.6.7.1. KSA AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.6.7.2. KSA AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.6.7.3. KSA AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.6.7.4. KSA AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.6.7.5. KSA AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.6.7.6. KSA AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.6.8. UAE
                           9.6.8.1. UAE AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.6.8.2. UAE AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.6.8.3. UAE AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.6.8.4. UAE AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.6.8.5. UAE AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.6.8.6. UAE AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
                       9.6.9. South Africa
                           9.6.9.1. South Africa AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
                           9.6.9.2. South Africa AI in Education Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
                           9.6.9.3. South Africa AI in Education Market Estimates and Forecasts, by Deployment, 2017 - 2030 (USD Million)
                           9.6.9.4. South Africa AI in Education Market Estimates and Forecasts, by Technology, 2017 - 2030 (USD Million)
                           9.6.9.5. South Africa AI in Education Market Estimates and Forecasts, by Application, 2017 - 2030 (USD Million)
                           9.6.9.6. South Africa AI in Education Market Estimates and Forecasts, by End Use, 2017 - 2030 (USD Million)
Chapter 10. Competitive Landscape
                   10.1. Recent Developments & Impact Analysis by Key Market Participants
                   10.2. Company Categorization
                   10.3. Company Market Positioning
                   10.4. Company Market Share Analysis
                   10.5. Company Heat Map Analysis
                   10.6. Strategy Mapping
                   10.7. Company Profiles
                       10.7.1. Amazon Web Services, Inc.
                           10.7.1.1. Participant’s Overview
                           10.7.1.2. Financial Performance
                           10.7.1.3. Product Benchmarking
                           10.7.1.4. Recent Developments
                       10.7.2. IBM Corporation
                           10.7.2.1. Participant’s Overview
                           10.7.2.2. Financial Performance
                           10.7.2.3. Product Benchmarking
                           10.7.2.4. Recent Developments
                       10.7.3. Microsoft
                           10.7.3.1. Participant’s Overview
                           10.7.3.2. Financial Performance
                           10.7.3.3. Product Benchmarking
                           10.7.3.4. Recent Developments
                       10.7.4. Google LLC
                           10.7.4.1. Participant’s Overview
                           10.7.4.2. Financial Performance
                           10.7.4.3. Product Benchmarking
                           10.7.4.4. Recent Developments
                       10.7.5. Pearson
                           10.7.5.1. Participant’s Overview
                           10.7.5.2. Financial Performance
                           10.7.5.3. Product Benchmarking
                           10.7.5.4. Recent Developments
                       10.7.6. BridgeU
                           10.7.6.1. Participant’s Overview
                           10.7.6.2. Financial Performance
                           10.7.6.3. Product Benchmarking
                           10.7.6.4. Recent Developments
                       10.7.7. DreamBox Learning, Inc.
                           10.7.7.1. Participant’s Overview
                           10.7.7.2. Financial Performance
                           10.7.7.3. Product Benchmarking
                           10.7.7.4. Recent Developments
                       10.7.8. Carnegie Learning, Inc.
                           10.7.8.1. Participant’s Overview
                           10.7.8.2. Financial Performance
                           10.7.8.3. Product Benchmarking
                           10.7.8.4. Recent Developments
                       10.7.9. Fishtree Inc
                           10.7.9.1. Participant’s Overview
                           10.7.9.2. Financial Performance
                           10.7.9.3. Product Benchmarking
                           10.7.9.4. Recent Developments
                       10.7.10. Anthology Inc.
                           10.7.10.1. Participant’s Overview
                           10.7.10.2. Financial Performance
                           10.7.10.3. Product Benchmarking
                           10.7.10.4. Recent Developments

List of Tables

Table 1. AI in education - industry snapshot & key buying criteria, 2017 - 2030
Table 2. Global AI in education market, 2017 - 2030 (USD Million)
Table 3. Global AI in education market estimates and forecasts by region, 2017 - 2030 (USD Million)
Table 4. Global AI in education market estimates and forecast by component, 2017 - 2030 (USD Million)
Table 5. Global AI in education market estimates and forecast by deployment, 2017 - 2030 (USD Million)
Table 6. Global AI in education market estimates and forecast by application, 2017 - 2030 (USD Million)
Table 7. Global AI in education market estimates and forecast by technology, 2017 - 2030 (USD Million)
Table 8. Global AI in education market estimates and forecast by end use, 2017 - 2030 (USD Million)
Table 9. AI in education market estimates and forecast by component, 2017 - 2030 (USD Million)
Table 10. AI in education market estimates and forecast by solutions, 2017 - 2030 (USD Million)
Table 11. AI in education market estimates and forecast by services, 2017 - 2030 (USD Million)
Table 12. AI in education market estimates and forecast by deployment, 2017 - 2030 (USD Million)
Table 13. AI in education market estimates and forecast by cloud, 2017 - 2030 (USD Million)
Table 14. AI in education market estimates and forecast by on-premises, 2017 - 2030 (USD Million)
Table 15. AI in education market estimates and forecast by technology, 2017 - 2030 (USD Million)
Table 16. AI in education market estimates and forecast by Natural Language Processing (NLP), 2017 - 2030 (USD Million)
Table 17. AI in education market estimates and forecast by machine learning, 2017 - 2030 (USD Million)
Table 18. AI in education market estimates and forecast by application, 2017 - 2030 (USD Million)
Table 19. AI in education market estimates and forecast by learning platform & virtual facilitators, 2017 - 2030 (USD Million)
Table 20. AI in education market estimates and forecast by Intelligent Tutoring System (ITS), 2017 - 2030 (USD Million)
Table 21. AI in education market estimates and forecast by smart content, 2017 - 2030 (USD Million)
Table 22. AI in education market estimates and forecast by fraud and risk management, 2017 - 2030 (USD Million)
Table 23. AI in education market estimates and forecast by others, 2017 - 2030 (USD Million)
Table 24. AI in education market estimates and forecast by end use, 2017 - 2030 (USD Million)
Table 25. AI in education market estimates and forecast by K-12 education, 2017 - 2030 (USD Million)
Table 26. AI in education market estimates and forecast by higher education, 2017 - 2030 (USD Million)
Table 27. AI in education market estimates and forecast by corporate training & learning, 2017 - 2030 (USD Million)
Table 28. North America AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 29. North America AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 30. North America AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 31. North America AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 32. North America AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 33. North America AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 34. U.S. AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 35. U.S. AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 36. U.S. AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 37. U.S. AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 38. U.S. AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 39. U.S. AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 40. Canada AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 41. Canada AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 42. Canada AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 43. Canada AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 44. Canada AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 45. Canada AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 46. Mexico AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 47. Mexico AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 48. Mexico AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 49. Mexico AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 50. Mexico AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 51. Mexico AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 52. Europe AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 53. Europe AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 54. Europe AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 55. Europe AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 56. Europe AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 57. Europe AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 58. UK AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 59. UK AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 60. UK AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 61. UK AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 62. UK AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 63. UK AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 64. Germany AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 65. Germany AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 66. Germany AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 67. Germany AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 68. Germany AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 69. Germany AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 70. France AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 71. France AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 72. France AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 73. France AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 74. France AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 75. France AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 76. Italy AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 77. Italy AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 78. Italy AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 79. Italy AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 80. Italy AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 81. Italy AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 82. Asia Pacific AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 83. Asia Pacific AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 84. Asia Pacific AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 85. Asia Pacific AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 86. North America AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 87. Asia Pacific AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 88. China AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 89. China AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 90. China AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 91. China AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 92. China AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 93. China AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 94. Japan AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 95. Japan AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 96. Japan AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 97. Japan AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 98. Japan AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 99. Japan AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 100. India AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 101. India AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 102. India AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 103. India AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 104. India AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 105. India AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 106. South Korea AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 107. South Korea AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 108. South Korea AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 109. South Korea AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 110. South Korea AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 111. South Korea AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 112. Australia AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 113. Australia AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 114. Australia AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 115. Australia AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 116. Australia AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 117. Australia AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 118. Latin America AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 119. Latin America AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 120. Latin America AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 121. Latin America AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 122. Latin America AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 123. Latin America AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 124. Brazil AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 125. Brazil AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 126. Brazil AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 127. Brazil AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 128. Brazil AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 129. Brazil AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 130. MEA AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 131. MEA AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 132. MEA AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 133. MEA AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 134. MEA AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 135. MEA AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 136. KSA AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 137. KSA AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 138. KSA AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 139. KSA AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 140. KSA AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 141. KSA AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 142. UAE AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 143. UAE AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 144. UAE AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 145. UAE AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 146. UAE AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 147. UAE AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)
Table 148. South Africa AI in education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Table 149. South Africa AI in education market estimates and forecast, by component, 2017 - 2030 (USD Million)
Table 150. South Africa AI in education market estimates and forecast, by deployment, 2017 - 2030 (USD Million)
Table 151. South Africa AI in education market estimates and forecast, by application, 2017 - 2030 (USD Million)
Table 152. South Africa AI in education market estimates and forecast, by technology, 2017 - 2030 (USD Million)
Table 153. South Africa AI in education market estimates and forecast, by end use, 2017 - 2030 (USD Million)

List of Figures

Fig. 1 AI in Education Market Segmentation
Fig. 2 Market research process
Fig. 3 Technology landscape
Fig. 4 Information Procurement
Fig. 5 Primary research pattern
Fig. 6 Market research approaches
Fig. 7 Parent market analysis
Fig. 8 Data Analysis Models
Fig. 9 Market Formulation and Validation
Fig. 10 Data Validating & Publishing
Fig. 11 Market Snapshot
Fig. 12 Competitive Landscape Snapshot
Fig. 13 AI in Education Market: Industry Value Chain Analysis
Fig. 14 AI in Education Market: Market Dynamics
Fig. 15 Market driver relevance analysis (Current & future impact)
Fig. 16 Market restraint relevance analysis (Current & future impact)
Fig. 17 AI in Education Market: PORTER’s Analysis
Fig. 18 AI in Education Market: PESTEL Analysis
Fig. 19 AI in Education Market: Component Outlook Key Takeaways (USD Million)
Fig. 20 AI in Education Market: Component Movement Analysis (USD Million), 2024 & 2030
Fig. 21 Solutions Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 22 Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 23 AI in Education Market: Deployment Outlook Key Takeaways (USD Million)
Fig. 24 AI in Education Market: Deployment Movement Analysis (USD Million), 2024 & 2030
Fig. 25 Cloud Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 26 On-Premises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 27 AI in Education Market: Technology Outlook Key Takeaways (USD Million)
Fig. 28 AI in Education Market: Technology Movement Analysis (USD Million), 2024 & 2030
Fig. 29 Natural Language Processing (NLP) Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 30 Machine Learning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 31 AI in Education Market: Application Outlook Key Takeaways (USD Million)
Fig. 32 AI in Education Market: Application Movement Analysis (USD Million), 2024 & 2030
Fig. 33 Learning Platform & Virtual Facilitators Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 34 Intelligent Tutoring System (ITS) Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 35 Fraud and Risk Management Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 36 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 37 AI in Education Market: End Use Outlook Key Takeaways (USD Million)
Fig. 38 AI in Education Market: End Use Movement Analysis (USD Million), 2024 & 2030
Fig. 39 K-12 Education Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 40 Higher Education Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 41 Corporate Training & Learning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
Fig. 42 AI in Education Market Revenue, by Region, 2024 & 2030 (USD Million)
Fig. 43 Regional Marketplace: Key Takeaways
Fig. 44 AI in Education market: Regional outlook, 2024 & 2030 (USD Million)
Fig. 45 North America AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 46 US AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 47 Canada AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 48 Mexico AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 49 Europe AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 50 UK AI in Education Market Estimates and Forecasts, 2017 - 2030,) (USD Million)
Fig. 51 Germany AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 52 France AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 53 Italy AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 54 Asia Pacific AI in Education Market Estimates and Forecast, 2017 - 2030 (USD Million)
Fig. 55 China AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 56 Japan AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 57 India AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 58 Australia AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 59 South Korea AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 60 Latin America AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 61 Brazil AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 62 MEA AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 63 UAE AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 64 South Africa AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 65 KSA AI in Education Market Estimates and Forecasts, 2017 - 2030 (USD Million)
Fig. 66 Key Company Categorization
Fig. 67 Strategic Framework