AI in Education Market by Software Type (Learning Management System (LMS), Adaptive Learning Platform, Chatbot & Virtual Assistant, Plagiarism Detection Tools), Technology, Academic Application (Predictive Analysis, Gamification) - Global Forecast to 2030

1.1 Study Objectives
1.2 Market Definition
1.2.1 Inclusions & Exclusions
1.3 Market Scope
1.3.1 Market Segmentation
1.3.2 Years Considered
1.4 Currency Considered
1.5 Stakeholders
1.6 Summary of Changes

2.1 Research Data
2.1.1 Secondary Data
2.1.2 Primary Data
2.1.2.1 Breakup of Primary Profiles
2.1.2.2 Key Industry Insights
2.2 Market Size Estimation
2.2.1 Top-Down Approach
2.2.2 Bottom-Up Approach
2.3 Market Forecast
2.4 Research Assumptions
2.5 Risk Assessment
2.6 Study Limitations

4.1 Attractive Opportunities in AI in Education Market
4.2 AI in Education Market: Top Three Academic Applications
4.3 North America: AI in Education Market, by Deployment Mode and End-user
4.4 AI in Education Market, by Region

5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Increase in Demand for Personalized Learning Experiences
5.2.1.2 Rise in Adoption of E-Learning Platforms and Digital Education Tools
5.2.1.3 Increase in Reliance on Data-Driven Insights to Enhance Academic Outcomes
5.2.1.4 Rise in Prevalence of Mobile and Smart Devices Enables Ubiquitous Learning
5.2.2 Restraints
5.2.2.1 Reluctance Among Institutions to Replace Traditional Teaching/ Learning Methods
5.2.3 Opportunities
5.2.3.1 Enhanced Customization of Curriculum to Individual Student Needs
5.2.3.2 Rise in Demand for AI-Powered Assessment Systems and Real-Time Feedback
5.2.3.3 Advent of Virtual Tutors for Self-Paced Learning
5.2.3.4 Integration of Ar and Vr with AI for Immersive Learning Experience
5.2.4 Challenges
5.2.4.1 Protecting Sensitive Student Data from Breaches
5.2.4.2 Disparity in Access to AI-Enabled Educational Resources
5.2.4.3 Accessibility Issues for Students with Disabilities
5.3 Industry Trends
5.3.1 Evolution of AI in Education Market
5.3.2 Case Study Analysis
5.3.2.1 Google Helped Ministry of Education of Malaysia to Transform Digital Learning Accessibility and Efficiency
5.3.2.2 Alibaba Cloud Helped Getcourse Enhance Online Education with Scalable and Cost-Effective Solutions
5.3.2.3 Ivmf Overcame Learning Management Challenges with Skillsoft's Custom Learning Paths and Enhanced User Experience
5.3.2.4 Stride Learning Enhanced Reading Comprehension with Stable Diffusion on Amazon Bedrock
5.3.2.5 Century Tech and Epsom & Ewell High School Transformed Learning with AI Integration and Enhanced Engagement
5.3.3 Ecosystem Analysis
5.3.3.1 Learning Management System Providers
5.3.3.2 Adaptive Learning Platform Providers
5.3.3.3 Chatbots & Virtual Assistant Providers
5.3.3.4 Automated Grading & Feedback System Providers
5.3.3.5 Content Generation Tools Providers
5.3.3.6 AI in Education Market End-users
5.3.4 Technology Analysis
5.3.4.1 Key Technologies
5.3.4.1.1 Nlp and Deep Learning
5.3.4.1.2 Computer Vision
5.3.4.1.3 Predictive Analytics
5.3.4.1.4 Robotic Process Automation (RPA)
5.3.4.1.5 Reinforcement Learning
5.3.4.2 Adjacent Technologies
5.3.4.2.1 Cybersecurity
5.3.4.2.2 IoT
5.3.4.2.3 Ar/Vr
5.3.4.3 Complementary Technologies
5.3.4.3.1 Cloud Computing
5.3.4.3.2 Edge Computing
5.3.4.3.3 Quantum Computing
5.3.4.3.4 Big Data Analytics
5.3.4.3.5 Blockchain
5.3.5 Regulatory Landscape
5.3.5.1 Regulatory Bodies, Government Agencies, and Other Organizations
5.3.5.2 Regulatory Framework
5.3.5.2.1 North America
5.3.5.2.1.1 US
5.3.5.2.1.2 Canada
5.3.5.2.2 Europe
5.3.5.2.2.1 Germany
5.3.5.2.2.2 UK
5.3.5.2.3 Asia-Pacific
5.3.5.2.3.1 China
5.3.5.2.3.2 Australia
5.3.5.2.3.3 Japan
5.3.5.2.3.4 Singapore
5.3.5.2.4 Middle East & Africa
5.3.5.2.4.1 Saudi Arabia
5.3.5.2.4.2 UAE
5.3.5.2.4.3 Egypt
5.3.5.2.5 Latin America
5.3.5.2.5.1 Brazil
5.3.5.2.5.2 Mexico
5.3.5.2.5.3 Argentina
5.3.6 Supply Chain Analysis
5.3.7 Porter's Five Forces Analysis
5.3.7.1 Threat of New Entrants
5.3.7.2 Threat of Substitutes
5.3.7.3 Bargaining Power of Suppliers
5.3.7.4 Bargaining Power of Buyers
5.3.7.5 Intensity of Competitive Rivalry
5.3.8 Key Conferences and Events
5.3.9 Key Stakeholders and Buying Criteria
5.3.9.1 Key Stakeholders in Buying Process
5.3.9.2 Buying Criteria
5.3.10 Pricing Analysis
5.3.10.1 Indicative Pricing Analysis, by Software Type
5.3.10.2 Indicative Pricing Analysis, by Application
5.3.11 Patent Analysis
5.3.11.1 Methodology
5.3.11.2 Patents Filed, by Document Type
5.3.11.3 Innovations and Patent Applications
5.3.12 Trends/Disruptions Impacting Customers’ Businesses
5.3.13 Investment Landscape and Funding Scenario
5.3.14 Impact of Generative AI on Education Market
5.3.14.1 Top Use Cases & Market Potential
5.3.14.2 Key Use Cases
5.3.14.2.1 Personalized Learning Experiences
5.3.14.2.2 Content Creation Automation
5.3.14.2.3 Enhanced Feedback Mechanisms
5.3.14.2.4 Immersive Learning Environments
5.3.14.2.5 Administrative Efficiency
5.3.14.2.6 Support for Diverse Learning Needs

6.1 Introduction
6.1.1 Offering: AI in Education Market Drivers
6.2 Software
6.2.1 By Type
6.2.1.1 Learning Management Systems (Lms)
6.2.1.1.1 AI Algorithms to Create Adaptive Learning Paths Based on Learner's Performance, Preferences, and Engagement Levels
6.2.1.2 Chatbots & Virtual Assistants
6.2.1.2.1 Offering Study Aid and Providing Safe Space for Students and Helping Educators with Plans
6.2.1.3 Adaptive Learning Platforms
6.2.1.3.1 Tailored Learning Experiences with Continuous Assessment of Learners’ Progress
6.2.1.4 Automated Grading & Feedback Systems
6.2.1.4.1 Enhancing Efficiency and Accuracy of Evaluation Devoid of Biases
6.2.1.5 Intelligent Tutoring Systems
6.2.1.5.1 Advancing Personalized Learning Focused on Integrating Multimedia Resources and Interactive Simulations
6.2.1.6 Content Generation Tools
6.2.1.6.1 Empowering Educators with AI-Driven Content Creation for Personalized Learning
6.2.1.7 AI-Enhanced Plagiarism Detection
6.2.1.7.1 Fostering Academic Integrity with Pattern Recognition
6.2.1.8 Gamified Learning Platforms
6.2.1.8.1 Transforming Education with Immersive, Story-Driven Platforms
6.2.1.9 Other Software Types
6.2.2 By Deployment Mode
6.2.2.1 Cloud
6.2.2.1.1 Scaling Education with Cloud-Powered AI: Personalized Learning and Seamless Integration
6.2.2.2 On-Premises
6.2.2.2.1 Empowering Education On-Premises: Secure, Customizable, and Controlled AI Solutions
6.3 Services
6.3.1 Professional Development Programs
6.3.1.1 Essential to Maintain Educator Competence and Building Community
6.3.2 Custom AI Development Platform
6.3.2.1 Technology Adaptability: Crucial in Diverse Learning Landscape
6.3.3 Data Analytics Consulting
6.3.3.1 Optimizing Course Offerings and Improving User Experience with Tailored Content
6.3.4 Admission Services
6.3.4.1 Transforming Admissions with AI: Streamlining Processes and Boosting Recruitment
6.3.5 Instructional Services
6.3.5.1 Enabling Educators to Focus More on Teaching and Less on Logistics
6.3.6 Other Services

7.1 Introduction
7.1.1 Application: AI in Education Market Drivers
7.2 Academic
7.2.1 Personalized Learning & Content Management
7.2.1.1 Customizable Lesson Plans
7.2.1.1.1 Personalizing Education with AI-Driven Lesson Plans
7.2.1.2 Adaptive Quizzes and Tests
7.2.1.2.1 Tailoring Assessments to Enhance Learning Outcomes
7.2.1.3 Skill Level Analysis
7.2.1.3.1 Grouping Students Based on Skill Level for Effective Learning
7.2.1.4 Other Personalized Learning & Content Management Applications
7.2.2 Grading & Assessment Management
7.2.2.1 Essay & Short-Answer Evaluation
7.2.2.1.1 Evaluating Student Understanding and Critical Thinking Through Essay & Short-Answer Assessments
7.2.2.2 Multiple-Choice Grading Automation
7.2.2.2.1 Streamlining Grading and Easing Administrative Burden on Educators
7.2.2.3 Rubric-based Assessment Customization
7.2.2.3.1 Customizing Rubrics for Tailored and Structured Student Performance Evaluation
7.2.2.4 Other Grading & Assessment Management Applications
7.2.3 Language Translation & Support
7.2.3.1 Grammar & Vocabulary Enhancement
7.2.3.1.1 Improving Linguistic Quality in AI-Driven Language Translation Tools
7.2.3.2 Pronunciation Assistance
7.2.3.2.1 Using Real-Time Feedback for More Effective Results
7.2.3.3 Language Translation Management
7.2.3.3.1 Streamlined Translation with Real-Time Collaboration Among Translators and Project Managers
7.2.3.4 Other Language Translation & Support Applications
7.2.4 Student Support & Services
7.2.4.1 Question-Answering Support
7.2.4.1.1 Proactive Approach to Improve Student Engagement
7.2.4.2 Assignment Reminders
7.2.4.2.1 Boosting Student Engagement and Accountability with Assignment Reminders
7.2.4.3 Campus Navigation Assistance
7.2.4.3.1 Enhancing Student Experience with Interactive Maps, Gps-based Location Services, and Chatbots
7.2.4.4 Mental Health Resources & Counseling Support
7.2.4.4.1 Bridging Gaps: Enhancing Mental Health Support with Access to Information and Reducing Stigma
7.2.4.5 Other Student Support & Services Applications
7.2.5 Gamification & Engagement
7.2.5.1 Points & Reward System Management
7.2.5.1.1 Maximizing Engagement Through Points, Badges, Certificates, or Even Tangible Rewards
7.2.5.2 Interactive Challenges & Quizzes
7.2.5.2.1 Enhancing Learning with Game Mechanics Such as Time Limits, Levels of Difficulty, and Instant Feedback
7.2.5.3 Gamified Progress Tracking
7.2.5.3.1 Gamified Elements to Monitor and Visualize Student Achievements
7.2.5.4 Other Gamification & Engagement Applications
7.2.6 Predictive Analysis
7.2.6.1 Early-Warning System Management
7.2.6.1.1 Preventing Dropouts and Fostering Success with Effective Early-Warning Systems
7.2.6.2 Trend Analysis
7.2.6.2.1 Leveraging Trend Analysis and Predictive Analytics to Improve Learning Outcomes
7.2.6.3 Predictive Grading Outcomes
7.2.6.3.1 Optimizing Resource Allocation with Timely Interventions Using Predictive Models
7.2.6.4 Other Predictive Analysis Applications
7.2.7 Plagiarism Detection & Academic Integrity
7.2.7.1 Paraphrasing & Source-Checking
7.2.7.1.1 Promoting Responsible Research Practices and Originality
7.2.7.2 Academic Integrity Tracking
7.2.7.2.1 Promoting Ethical Standards and Transparency in Academics
7.2.7.3 Other Plagiarism Detection & Academic Integrity Applications
7.3 Institutional
7.3.1 Student Enrollment & Retention Analysis
7.3.1.1 At-Risk Student Identification
7.3.1.1.1 Improving Student Outcomes with Proactive AI Interventions for Retention
7.3.1.2 Retention Strategy Optimization
7.3.1.2.1 Analyzing Student Data to Develop Effective Strategies to Combat Attrition and Offer Support
7.3.1.3 Personalized Communication
7.3.1.3.1 Analyzing Data Such as Academic Performance and Personal Preferences to Boost Learning Outcomes Through Notifications and Messages
7.3.1.4 Student Engagement
7.3.1.4.1 Improving Academic Performance and Cultivating Dynamic and Inclusive Learning Environment
7.3.1.5 Other Student Enrollment & Retention Analysis Applications
7.3.2 Administrative Process Automation
7.3.2.1 Automated Admission Processing
7.3.2.1.1 Streamlining Admissions for Faster, Efficient Workflows
7.3.2.2 Scheduling Optimization
7.3.2.2.1 Efficient Resource Allocation and Class Management
7.3.2.3 Document Verification Automation
7.3.2.3.1 Need for Accurate, Error-Free Admissions
7.3.2.4 Other Administrative Process Automation Applications
7.3.3 Alumni Engagement & Retention Analysis
7.3.3.1 Alumni Tracking
7.3.3.1.1 Building Community Using Alum Databases
7.3.3.2 Engagement Metrics
7.3.3.2.1 Optimizing Outreach by Analyzing Alum Engagement Patterns
7.3.3.3 Event Recommendations
7.3.3.3.1 Increasing Event Participation with Personalized Event Suggestions
7.3.3.4 Other Alumni Engagement & Retention Analysis Applications
7.3.4 Workforce Alignment & Skills Mapping
7.3.4.1 Career Services
7.3.4.1.1 Leveraging Machine Learning Algorithms to Evaluate Future Career Success
7.3.4.2 Internship Matchmaking
7.3.4.2.1 Enhancing Job Market Competitiveness That Would Help Students and Companies
7.3.4.3 Skill-Gap Analysis
7.3.4.3.1 Curriculum Development and Training Programs Tailored to Address Specific Deficiencies
7.3.4.4 Labor Market Demand Analysis
7.3.4.4.1 Aligning Education with Market Trends to Facilitate Internships and Job Placements
7.3.4.5 Other Workforce Alignment & Skills Mapping Applications
7.3.5 Resource Allocation & Financial Planning
7.3.5.1 Predicting Demand Analysis
7.3.5.1.1 Utilizing Data-Driven Methodologies to Anticipate Technological Needs
7.3.5.2 Budget Forecasting
7.3.5.2.1 Identifying Funding Gaps and Prioritizing Strategic Investments
7.3.5.3 Financial Aid Allocation Optimization
7.3.5.3.1 Optimizing Financial Aid Allocation to Support Diverse Student Populations and Improve Educational Outcomes
7.3.5.4 Other Resource Allocation & Financial Planning Applications

8.1 Introduction
8.1.1 Generative AI
8.1.2 Other AI

9.1 Introduction
9.1.1 End-user: AI in Education Market Drivers
9.2 By Type
9.2.1 Academic
9.2.1.1 Students
9.2.1.1.1 Comprehensive, Personalized Means to Identify Individual Strengths and Weaknesses
9.2.1.2 Tutors
9.2.1.2.1 Offering Educational, Instructional, and Administrative Assistance
9.2.1.3 Parents & Guardians
9.2.1.3.1 Leveraging AI for Real-Time Insights and Personalized Support in Education
9.2.1.4 Corporate Trainers/Instructors
9.2.1.4.1 Streamlining Training Operations and Boosting Employee Productivity and Training Outcomes
9.2.1.5 Other Academic End-users
9.2.2 Institutional
9.2.2.1 K-12
9.2.2.1.1 Integrating AI in K-12 Education to Foster AI Literacy Among Students
9.2.2.2 Higher Education
9.2.2.2.1 Adopting AI in Higher Education to Boost Operational Efficiency and Student Success
9.2.2.3 Research Firms & Ngo
9.2.2.3.1 Advocating for Responsible AI Use in Education to Ensure Ethical and Inclusive Learning Environments
9.2.2.4 Skill Development & Corporate Training Centers
9.2.2.4.1 Leveraging AI in to Enhance Workforce Readiness
9.2.2.5 Government Education Departments
9.2.2.5.1 Adopting AI to Improve Learning Outcomes and Efficiency Across Varying Educational Standards
9.2.2.6 Edtech Companies
9.2.2.6.1 Making Learning More Efficient and Accessible for Diverse Populations
9.2.2.7 Other Institutional End-users

10.1 Introduction
10.2 North America
10.2.1 North America: AI in Education Market Drivers
10.2.2 North America: Macroeconomic Outlook
10.2.3 US
10.2.3.1 Revolutionizing US Education with AI Innovations and Responsible Frameworks
10.2.4 Canada
10.2.4.1 Pioneering Inclusive AI Education Pathways with Aipp Initiative
10.3 Europe
10.3.1 Europe: AI in Education Market Drivers
10.3.2 Europe: Macroeconomic Outlook
10.3.3 UK
10.3.3.1 Government Investment and Collaborations with Schools and Universities
10.3.4 Germany
10.3.4.1 Industry-Academia Collaboration with Strategies Such as National AI Strategy
10.3.5 France
10.3.5.1 Regulatory Efforts and Funding for Research and Establishment of Interdisciplinary Institutes of Artificial Intelligence
10.3.6 Italy
10.3.6.1 AI Pilot Program in Schools Across Four Regions
10.3.7 Spain
10.3.7.1 Notable Firms Focusing on Democratizing Access to Knowledge Through AI-Driven Digital Content Platforms
10.3.8 Rest of Europe
10.4 Asia-Pacific
10.4.1 Asia-Pacific: AI in Education Market Drivers
10.4.2 Asia-Pacific: Macroeconomic Outlook
10.4.3 China
10.4.3.1 Leading AI Education Transformation Through Public-Private Collaboration
10.4.4 Japan
10.4.4.1 Advancing AI Literacy with Nationwide Educational Strategy and Teacher Training
10.4.5 India
10.4.5.1 Accelerating AI Education and Innovation Through Government Initiatives and Industry Collaborations
10.4.6 South Korea
10.4.6.1 Strategies Such as Digital Infrastructure Improvement Plan for Integrating AI into Public Education
10.4.7 Australia & New Zealand
10.4.7.1 Government Focus on Curriculum and Building Frameworks for AI in Schools
10.4.8 Asean Countries
10.4.8.1 Promoting Secure Digital Services and Technology Ecosystems with Asean Digital Masterplan 2025
10.4.9 Rest of Asia-Pacific
10.5 Middle East & Africa
10.5.1 Middle East & Africa: AI in Education Market Drivers
10.5.2 Middle East & Africa: Macroeconomic Outlook
10.5.3 Middle East
10.5.3.1 Ksa
10.5.3.1.1 Saudi Arabia to Lead with Advanced Research and Personalized Learning Systems
10.5.3.2 UAE
10.5.3.2.1 Advancing AI with University Curricula and Nationwide Teacher Training Initiatives
10.5.3.3 Bahrain
10.5.3.3.1 Enhancing Education with AI-Powered Personalized Learning at the British School of Bahrain
10.5.3.4 Kuwait
10.5.3.4.1 Kuwait University Integrating AI to Enhance Education and Ensure Exam Integrity
10.5.3.5 Rest of the Middle East
10.5.4 Africa
10.6 Latin America
10.6.1 Latin America: AI in Education Market Drivers
10.6.2 Latin America: Macroeconomic Outlook
10.6.3 Brazil
10.6.3.1 Innovative Edtech Solutions and Strategic Investments
10.6.4 Mexico
10.6.4.1 Modernizing Education with AI-Driven Content Creation and Enhanced Student Engagement
10.6.5 Argentina
10.6.5.1 Platforms for Personalized Learning and Teaching Support and Projects Such as Colabia
10.6.6 Rest of Latin America

11.1 Overview
11.2 Key Player Strategies/Right to Win, 2020-2024
11.3 Revenue Analysis, 2019-2023
11.4 Market Share Analysis, 2023
11.4.1 Market Share Analysis of Key Players
11.4.2 Market Ranking Analysis
11.5 Product Comparative Analysis
11.5.1 Product Comparative Analysis, by Learning Management System (Lms)
11.5.1.1 Canvas Lms (Canvas)
11.5.1.2 AI-Powered Lms (360Learning)
11.5.2 Product Comparative Analysis of Intelligent Tutoring Systems
11.5.2.1 Carnegie Learning
11.5.2.2 Knewton Alta
11.5.2.3 Smart Sparrow
11.5.3 Product Comparative Analysis of Chatbots & Personal Assistants
11.5.3.1 IBM Watson Tutor (IBM)
11.5.3.2 Admithub (Mainstay)
11.6 Company Valuation and Financial Metrics of Key Vendors
11.7 Company Evaluation Matrix: Key Players, 2023
11.7.1 Company Evaluation Matrix: Key Players (Academic), 2023
11.7.2 Stars
11.7.3 Emerging Leaders
11.7.4 Pervasive Players
11.7.5 Participants
11.7.6 Company Evaluation Matrix: Key Players (Institutional), 2023
11.7.7 Stars
11.7.8 Emerging Leaders
11.7.9 Pervasive Players
11.7.10 Participants
11.7.11 Company Footprint: Key Players
11.7.11.1 Company Footprint
11.7.11.2 Software Type Footprint
11.7.11.3 Application Footprint
11.7.11.4 End-user Footprint
11.7.11.5 Region Footprint
11.8 Company Evaluation Matrix: Startups/SMEs, 2023
11.8.1 Company Evaluation Matrix: Startups/SMEs (Academic), 2023
11.8.2 Progressive Companies
11.8.3 Responsive Companies
11.8.4 Dynamic Companies
11.8.5 Starting Blocks
11.8.6 Company Evaluation Matrix: Startups/SMEs (Institutional), 2023
11.8.7 Progressive Companies
11.8.8 Responsive Companies
11.8.9 Dynamic Companies
11.8.10 Starting Blocks
11.8.11 Competitive Benchmarking: Startups/SMEs, 2023
11.8.11.1 Detailed List of Key Startups/SMEs
11.8.11.2 Competitive Benchmarking of Key Startups/SMEs
11.9 Competitive Scenario
11.9.1 Product Launches and Enhancements
11.9.2 Deals

12.1 Introduction
12.2 Key Players
12.2.1 Microsoft
12.2.1.1 Business Overview
12.2.1.2 Products/Solutions/Services Offered
12.2.1.3 Recent Developments
12.2.1.3.1 Product Launches and Enhancements
12.2.1.3.2 Deals
12.2.1.4 Analyst's View
12.2.1.4.1 Key Strengths
12.2.1.4.2 Strategic Choices
12.2.1.4.3 Weaknesses and Competitive Threats
12.2.2 IBM
12.2.2.1 Business Overview
12.2.2.2 Products/Solutions/Services Offered
12.2.2.3 Recent Developments
12.2.2.3.1 Product Launches and Enhancements
12.2.2.3.2 Deals
12.2.2.4 Analyst's View
12.2.2.4.1 Key Strengths
12.2.2.4.2 Strategic Choices
12.2.2.4.3 Weaknesses and Competitive Threats
12.2.3 Google
12.2.3.1 Business Overview
12.2.3.2 Products/Solutions/Services Offered
12.2.3.3 Recent Developments
12.2.3.3.1 Product Launches and Enhancements
12.2.3.3.2 Deals
12.2.3.4 Analyst's View
12.2.3.4.1 Key Strengths
12.2.3.4.2 Strategic Choices
12.2.3.4.3 Weaknesses and Competitive Threats
12.2.4 Alibaba Cloud
12.2.4.1 Business Overview
12.2.4.2 Products/Solutions/Services Offered
12.2.4.3 Recent Developments
12.2.4.3.1 Product Launches and Enhancements
12.2.4.3.2 Deals
12.2.4.4 Analyst's View
12.2.4.4.1 Key Strengths
12.2.4.4.2 Strategic Choices
12.2.4.4.3 Weaknesses and Competitive Threats
12.2.5 Aws
12.2.5.1 Business Overview
12.2.5.2 Products/Solutions/Services Offered
12.2.5.3 Recent Developments
12.2.5.3.1 Product Launches and Enhancements
12.2.5.4 Analyst's View
12.2.5.4.1 Key Strengths
12.2.5.4.2 Strategic Choices
12.2.5.4.3 Weaknesses and Competitive Threats
12.2.6 Adobe
12.2.6.1 Business Overview
12.2.6.2 Products/Solutions/Services Offered
12.2.6.3 Recent Developments
12.2.6.3.1 Deals
12.2.7 Pearson
12.2.7.1 Business Overview
12.2.7.2 Products/Solutions/Services Offered
12.2.7.3 Recent Developments
12.2.7.3.1 Product Launches and Enhancements
12.2.7.3.2 Deals
12.2.8 Baidu
12.2.8.1 Business Overview
12.2.8.2 Products/Solutions/Services Offered
12.2.8.3 Recent Developments
12.2.8.3.1 Product Launches and Enhancements
12.2.9 Openai
12.2.9.1 Business Overview
12.2.9.2 Products/Solutions/Services Offered
12.2.9.3 Recent Developments
12.2.9.3.1 Product Launches and Enhancements
12.2.9.3.2 Deals
12.2.10 Duolingo
12.2.10.1 Business Overview
12.2.10.2 Products/Solutions/Services Offered
12.2.10.3 Recent Developments
12.2.10.3.1 Product Launches and Enhancements
12.2.10.3.2 Deals
12.2.11 Cengage Group
12.2.12 Knewton
12.2.13 Skillsoft
12.2.14 Udacity
12.2.15 Stride
12.2.16 Hpe
12.2.17 Dreambox Learning
12.2.18 Quizlet
12.2.19 Grammarly
12.2.20 Vimeo
12.3 Startups/SMEs
12.3.1 Riiid
12.3.2 Cognii
12.3.3 Elsa Speak
12.3.4 Memrise
12.3.5 Alef Education
12.3.6 Querium
12.3.7 Amira Learning
12.3.8 Knowre
12.3.9 Century Tech
12.3.10 Thinkster Math
12.3.11 Quizizz
12.3.12 Khan Academy
12.3.13 Sana Labs
12.3.14 Teachmint X
12.3.15 360Learning
12.3.16 Mainstay
12.3.17 Blippar
12.3.18 Blue Canoe Learning
12.3.19 Quizlet
12.3.20 Otter.AI
12.3.21 Quillbot
12.3.22 Nolej
12.3.23 Speechify

13.1 Introduction
13.2 Artificial Intelligence (AI) Market
13.2.1 Market Definition
13.2.2 Market Overview
13.2.2.1 Artificial Intelligence Market, by Offering
13.2.2.2 Artificial Intelligence Market, by Business Function
13.2.2.3 Artificial Intelligence Market, by Technology
13.2.2.4 Artificial Intelligence Market, by Vertical
13.2.2.5 Artificial Intelligence Market, by Region
13.3 Learning Management System Market
13.3.1 Market Definition
13.3.2 Market Overview
13.3.2.1 Lms Market, by Offering
13.3.2.2 Lms Market, by Delivery Mode
13.3.2.3 Lms Market, by Organization Size
13.3.2.4 Lms Market, by Deployment Type
13.3.2.5 Lms Market, by Application
13.3.2.6 Lms Market, by User Type
13.3.2.7 Lms Market, by Region

14.1 Discussion Guide
14.2 Knowledgestore: The Subscription Portal
14.3 Customization Options

Table 1 Inclusions & Exclusions
Table 2 USD Exchange Rates, 2019-2023
Table 3 Primary Interviews
Table 4 Factor Analysis
Table 5 Global AI in Education Market Size and Growth Rate, 2019-2023 (USD Million, Y-O-Y)
Table 6 Global AI in Education Market Size and Growth Rate, 2024-2030 (USD Million, Y-O-Y)
Table 7 AI in Education Market: Ecosystem
Table 8 North America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 9 Europe: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 10 Asia-Pacific: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 11 Middle East & Africa: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 12 Latin America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 13 AI in Education Market: Impact of Porter's Five Forces
Table 14 AI in Education Market: Detailed List of Conferences and Events, 2024-2025
Table 15 Influence of Stakeholders on Buying Process for Top Three Applications
Table 16 Key Buying Criteria for Top Three Applications
Table 17 Indicative Pricing Analysis, by Software Type, 2024 (USD/Month)
Table 18 Indicative Pricing of AI in Education, by Application
Table 19 Patents Filed, 2014-2024
Table 20 AI in Education Market: List of Patents Granted, 2023-2024
Table 21 AI in Education Market, by Offering, 2019-2023 (USD Million)
Table 22 AI in Education Market, by Offering, 2024-2030 (USD Million)
Table 23 AI in Education Market, by Software Type, 2019-2023 (USD Million)
Table 24 AI in Education Market, by Software Type, 2024-2030 (USD Million)
Table 25 AI Software in Education Market, by Region, 2019-2023 (USD Million)
Table 26 AI Software in Education Market, by Region, 2024-2030 (USD Million)
Table 27 Learning Management Systems in Education Market, by Region, 2019-2023 (USD Million)
Table 28 Learning Management Systems in Education Market, by Region, 2024-2030 (USD Million)
Table 29 Chatbots & Virtual Assistants in Education Market, by Region, 2019-2023 (USD Million)
Table 30 Chatbots & Virtual Assistants in Education Market, by Region, 2024-2030 (USD Million)
Table 31 Adaptive Learning Platforms in Education Market, by Region, 2019-2023 (USD Million)
Table 32 Adaptive Learning Platforms in Education Market, by Region, 2024-2030 (USD Million)
Table 33 Automated Grading & Feedback Systems in Education Market, by Region, 2019-2023 (USD Million)
Table 34 Automated Grading & Feedback Systems in Education Market, by Region, 2024-2030 (USD Million)
Table 35 Intelligent Tutoring Systems in Education Market, by Region, 2019-2023 (USD Million)
Table 36 Intelligent Tutoring Systems in Education Market, by Region, 2024-2030 (USD Million)
Table 37 Content Generation Tools in Education Market, by Region, 2019-2023 (USD Million)
Table 38 Content Generation Tools in Education Market, by Region, 2024-2030 (USD Million)
Table 39 AI-Enhanced Plagiarism Detection in Education Market, by Region, 2019-2023 (USD Million)
Table 40 AI-Enhanced Plagiarism Detection in Education Market, by Region, 2024-2030 (USD Million)
Table 41 Gamified Learning Platforms in Education Market, by Region, 2019-2023 (USD Million)
Table 42 Gamified Learning Platforms in Education Market, by Region, 2024-2030 (USD Million)
Table 43 Other AI Software Types in Education Market, by Region, 2019-2023 (USD Million)
Table 44 Other AI Software Types in Education Market, by Region, 2024-2030 (USD Million)
Table 45 AI in Education Market, by Deployment Mode, 2019-2023 (USD Million)
Table 46 AI in Education Market, by Deployment Mode, 2024-2030 (USD Million)
Table 47 Cloud-based AI in Education Market, by Region, 2019-2023 (USD Million)
Table 48 Cloud-based AI in Education Market, by Region, 2024-2030 (USD Million)
Table 49 On-Premise AI in Education Market, by Region, 2019-2023 (USD Million)
Table 50 On-Premise AI in Education Market, by Region, 2024-2030 (USD Million)
Table 51 AI in Education Market, by Service, 2019-2023 (USD Million)
Table 52 AI in Education Market, by Service, 2024-2030 (USD Million)
Table 53 Professional Development Programs in Education Market, by Region, 2019-2023 (USD Million)
Table 54 Professional Development Programs in Education Market, by Region, 2024-2030 (USD Million)
Table 55 Custom AI Development Platforms in Education Market, by Region, 2019-2023 (USD Million)
Table 56 Custom AI Development Platforms in Education Market, by Region, 2024-2030 (USD Million)
Table 57 Data Analytics Consulting AI in Education Market, by Region, 2019-2023 (USD Million)
Table 58 Data Analytics Consulting in Education Market, by Region, 2024-2030 (USD Million)
Table 59 Admission Services in Education Market, by Region, 2019-2023 (USD Million)
Table 60 Admission Services in Education Market, by Region, 2024-2030 (USD Million)
Table 61 Instructional Services in Education Market, by Region, 2019-2023 (USD Million)
Table 62 Instructional Services in Education Market, by Region, 2024-2030 (USD Million)
Table 63 Other AI Services in Education Market, by Region, 2019-2023 (USD Million)
Table 64 Other AI Services in Education Market, by Region, 2024-2030 (USD Million)
Table 65 AI in Education Market, by Academic Application, 2019-2023 (USD Million)
Table 66 AI in Education Market, by Academic Application, 2024-2030 (USD Million)
Table 67 AI in Personalized Learning & Content Management Market, by Region, 2019-2023 (USD Million)
Table 68 AI in Personalized Learning & Content Management Market, by Region, 2024-2030 (USD Million)
Table 69 AI in Grading & Assessment Management Market, by Region, 2019-2023 (USD Million)
Table 70 AI in Grading & Assessment Management Market, by Region, 2024-2030 (USD Million)
Table 71 AI in Language Translation & Support Market, by Region, 2019-2023 (USD Million)
Table 72 AI in Language Translation & Support Market, by Region, 2024-2030 (USD Million)
Table 73 AI in Student Support & Services Market, by Region, 2019-2023 (USD Million)
Table 74 AI in Student Support & Services Market, by Region, 2024-2030 (USD Million)
Table 75 AI in Gamification & Engagement Market, by Region, 2019-2023 (USD Million)
Table 76 AI in Gamification & Engagement Market, by Region, 2024-2030 (USD Million)
Table 77 AI in Predictive Analysis Market, by Region, 2019-2023 (USD Million)
Table 78 AI in Predictive Analysis Market, by Region, 2024-2030 (USD Million)
Table 79 AI in Plagiarism Detection & Academic Integrity Market, by Region, 2019-2023 (USD Million)
Table 80 AI in Plagiarism Detection & Academic Integrity Market, by Region, 2024-2030 (USD Million)
Table 81 AI in Education Market, by Institutional Application, 2019-2023 (USD Million)
Table 82 AI in Education Market, by Institutional Application, 2024-2030 (USD Million)
Table 83 AI in Student Enrollment & Retention Analysis Market, by Region, 2019-2023 (USD Million)
Table 84 AI in Student Enrollment & Retention Analysis Market, by Region, 2024-2030 (USD Million)
Table 85 AI in Administrative Process Automation Market, by Region, 2019-2023 (USD Million)
Table 86 AI in Administrative Process Automation Market, by Region, 2024-2030 (USD Million)
Table 87 AI in Alumni Engagement & Retention Analysis Market, by Region, 2019-2023 (USD Million)
Table 88 AI in Alumni Engagement & Retention Analysis Market, by Region, 2024-2030 (USD Million)
Table 89 AI in Workforce Alignment & Skill Mapping Market, by Region, 2019-2023 (USD Million)
Table 90 AI in Workforce Alignment & Skill Mapping Market, by Region, 2024-2030 (USD Million)
Table 91 AI in Resource Allocation & Financial Planning Market, by Region, 2019-2023 (USD Million)
Table 92 AI in Resource Allocation & Financial Planning Market, by Region, 2024-2030 (USD Million)
Table 93 AI in Education Market, by Technology, 2019-2023 (USD Million)
Table 94 AI in Education Market, by Technology, 2024-2030 (USD Million)
Table 95 Generative AI in Education Market, by Region, 2019-2023 (USD Million)
Table 96 Generative AI in Education Market, by Region, 2024-2030 (USD Million)
Table 97 Other AI Technologies in Education Market, by Region, 2019-2023 (USD Million)
Table 98 Other AI Technologies in Education Market, by Region, 2024-2030 (USD Million)
Table 99 AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 100 AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 101 AI in Academic Education Market, by Region, 2019-2023 (USD Million)
Table 102 AI in Academic Education Market, by Region, 2024-2030 (USD Million)
Table 103 AI in Education Market, by Institutional End-user, 2019-2023 (USD Million)
Table 104 AI in Education Market, by Institutional End-user, 2024-2030 (USD Million)
Table 105 AI in Institutional Education Market, by Region, 2019-2023 (USD Million)
Table 106 AI in Institutional Education Market, by Region, 2024-2030 (USD Million)
Table 107 AI in K-12 Education Market, by Region, 2019-2023 (USD Million)
Table 108 AI in K-12 Education Market, by Region, 2024-2030 (USD Million)
Table 109 AI in Higher Education Market, by Region, 2019-2023 (USD Million)
Table 110 AI in Higher Education Market, by Region, 2024-2030 (USD Million)
Table 111 AI in Research Firms & Ngos Market, by Region, 2019-2023 (USD Million)
Table 112 AI in Research Firms & Ngos Market, by Region, 2024-2030 (USD Million)
Table 113 AI in Skill Development & Corporate Training Centers Market, by Region, 2019-2023 (USD Million)
Table 114 AI in Skill Development & Corporate Training Centers Market, by Region, 2024-2030 (USD Million)
Table 115 AI in Government Education Departments Market, by Region, 2019-2023 (USD Million)
Table 116 AI in Government Education Departments Market, by Region, 2024-2030 (USD Million)
Table 117 AI in Edtech Companies Market, by Region, 2019-2023 (USD Million)
Table 118 AI in Edtech Companies Market, by Region, 2024-2030 (USD Million)
Table 119 AI in Other Institutional End-users Market, by Region, 2019-2023 (USD Million)
Table 120 AI in Other Institutional End-users Market, by Region, 2024-2030 (USD Million)
Table 121 AI in Education Market, by Region, 2019-2023 (USD Million)
Table 122 AI in Education Market, by Region, 2024-2030 (USD Million)
Table 123 North America: AI in Education Market, by Offering, 2019-2023 (USD Million)
Table 124 North America: AI in Education Market, by Offering, 2024-2030 (USD Million)
Table 125 North America: AI in Education Market, by Software Type, 2019-2023 (USD Million)
Table 126 North America: AI in Education Market, by Software Type, 2024-2030 (USD Million)
Table 127 North America: AI in Education Market, by Deployment Mode, 2019-2023 (USD Million)
Table 128 North America: AI in Education Market, by Deployment Mode, 2024-2030 (USD Million)
Table 129 North America: AI in Education Market, by Service, 2019-2023 (USD Million)
Table 130 North America: AI in Education Market, by Service, 2024-2030 (USD Million)
Table 131 North America: AI in Education Market, by Technology, 2019-2023 (USD Million)
Table 132 North America: AI in Education Market, by Technology, 2024-2030 (USD Million)
Table 133 North America: AI in Education Market, by Academic Application, 2019-2023 (USD Million)
Table 134 North America: AI in Education Market, by Academic Application, 2024-2030 (USD Million)
Table 135 North America: AI in Education Market, by Institutional Application, 2019-2023 (USD Million)
Table 136 North America: AI in Education Market, by Institutional Application, 2024-2030 (USD Million)
Table 137 North America: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 138 North America: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 139 North America: AI in Education Market, by Institutional End-user, 2019-2023 (USD Million)
Table 140 North America: AI in Education Market, by Institutional End-user, 2024-2030 (USD Million)
Table 141 North America: AI in Education Market, by Country, 2019-2023 (USD Million)
Table 142 North America: AI in Education Market, by Country, 2024-2030 (USD Million)
Table 143 US: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 144 US: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 145 Canada: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 146 Canada: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 147 Europe: AI in Education Market, by Offering, 2019-2023 (USD Million)
Table 148 Europe: AI in Education Market, by Offering, 2024-2030 (USD Million)
Table 149 Europe: AI in Education Market, by Software Type, 2019-2023 (USD Million)
Table 150 Europe: AI in Education Market, by Software Type, 2024-2030 (USD Million)
Table 151 Europe: AI in Education Market, by Deployment Mode, 2019-2023 (USD Million)
Table 152 Europe: AI in Education Market, by Deployment Mode, 2024-2030 (USD Million)
Table 153 Europe: AI in Education Market, by Service, 2019-2023 (USD Million)
Table 154 Europe: AI in Education Market, by Service, 2024-2030 (USD Million)
Table 155 Europe: AI in Education Market, by Technology, 2019-2023 (USD Million)
Table 156 Europe: AI in Education Market, by Technology, 2024-2030 (USD Million)
Table 157 Europe: AI in Education Market, by Academic Application, 2019-2023 (USD Million)
Table 158 Europe: AI in Education Market, by Academic Application, 2024-2030 (USD Million)
Table 159 Europe: AI in Education Market, by Institutional Application, 2019-2023 (USD Million)
Table 160 Europe: AI in Education Market, by Institutional Application, 2024-2030 (USD Million)
Table 161 Europe: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 162 Europe: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 163 Europe: AI in Education Market, by Institutional End-user, 2019-2023 (USD Million)
Table 164 Europe: AI in Education Market, by Institutional End-user, 2024-2030 (USD Million)
Table 165 Europe: AI in Education Market, by Country, 2019-2023 (USD Million)
Table 166 Europe: AI in Education Market, by Country, 2024-2030 (USD Million)
Table 167 UK: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 168 UK: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 169 Germany: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 170 Germany: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 171 France: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 172 France: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 173 Italy: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 174 Italy: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 175 Spain: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 176 Spain: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 177 Rest of Europe: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 178 Rest of Europe: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 179 Asia-Pacific: AI in Education Market, by Offering, 2019-2023 (USD Million)
Table 180 Asia-Pacific: AI in Education Market, by Offering, 2024-2030 (USD Million)
Table 181 Asia-Pacific: AI in Education Market, by Software Type, 2019-2023 (USD Million)
Table 182 Asia-Pacific: AI in Education Market, by Software Type, 2024-2030 (USD Million)
Table 183 Asia-Pacific: AI in Education Market, by Deployment Mode, 2019-2023 (USD Million)
Table 184 Asia-Pacific: AI in Education Market, by Deployment Mode, 2024-2030 (USD Million)
Table 185 Asia-Pacific: AI in Education Market, by Service, 2019-2023 (USD Million)
Table 186 Asia-Pacific: AI in Education Market, by Service, 2024-2030 (USD Million)
Table 187 Asia-Pacific: AI in Education Market, by Technology, 2019-2023 (USD Million)
Table 188 Asia-Pacific: AI in Education Market, by Technology, 2024-2030 (USD Million)
Table 189 Asia-Pacific: AI in Education Market, by Academic Application, 2019-2023 (USD Million)
Table 190 Asia-Pacific: AI in Education Market, by Academic Application, 2024-2030 (USD Million)
Table 191 Asia-Pacific: AI in Education Market, by Institutional Application, 2019-2023 (USD Million)
Table 192 Asia-Pacific: AI in Education Market, by Institutional Application, 2024-2030 (USD Million)
Table 193 Asia-Pacific: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 194 Asia-Pacific: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 195 Asia-Pacific: AI in Education Market, by Institutional End-user, 2019-2023 (USD Million)
Table 196 Asia-Pacific: AI in Education Market, by Institutional End-user, 2024-2030 (USD Million)
Table 197 Asia-Pacific: AI in Education Market, by Country/Region, 2019-2023 (USD Million)
Table 198 Asia-Pacific: AI in Education Market, by Country/Region, 2024-2030 (USD Million)
Table 199 China: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 200 China: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 201 Japan: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 202 Japan: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 203 India: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 204 India: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 205 South Korea: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 206 South Korea: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 207 Australia & New Zealand: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 208 Australia & New Zealand: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 209 Asean: AI in Education Market, by Country, 2019-2023 (USD Million)
Table 210 Asean: AI in Education Market, by Country, 2024-2030 (USD Million)
Table 211 Asean: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 212 Asean: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 213 Rest of Asia-Pacific: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 214 Rest of Asia-Pacific: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 215 Middle East & Africa: AI in Education Market, by Offering, 2019-2023 (USD Million)
Table 216 Middle East & Africa: AI in Education Market, by Offering, 2024-2030 (USD Million)
Table 217 Middle East & Africa: AI in Education Market, by Software Type, 2019-2023 (USD Million)
Table 218 Middle East & Africa: AI in Education Market, by Software Type, 2024-2030 (USD Million)
Table 219 Middle East & Africa: AI in Education Market, by Deployment Mode, 2019-2023 (USD Million)
Table 220 Middle East & Africa: AI in Education Market, by Deployment Mode, 2024-2030 (USD Million)
Table 221 Middle East & Africa: AI in Education Market, by Service, 2019-2023 (USD Million)
Table 222 Middle East & Africa: AI in Education Market, by Service, 2024-2030 (USD Million)
Table 223 Middle East & Africa: AI in Education Market, by Technology, 2019-2023 (USD Million)
Table 224 Middle East & Africa: AI in Education Market, by Technology, 2024-2030 (USD Million)
Table 225 Middle East & Africa: AI in Education Market, by Academic Application, 2019-2023 (USD Million)
Table 226 Middle East & Africa: AI in Education Market, by Academic Application, 2024-2030 (USD Million)
Table 227 Middle East & Africa: AI in Education Market, by Institutional Application, 2019-2023 (USD Million)
Table 228 Middle East & Africa: AI in Education Market, by Institutional Application, 2024-2030 (USD Million)
Table 229 Middle East & Africa: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 230 Middle East & Africa: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 231 Middle East & Africa: AI in Education Market, by Institutional End-user, 2019-2023 (USD Million)
Table 232 Middle East & Africa: AI in Education Market, by Institutional End-user, 2024-2030 (USD Million)
Table 233 Middle East & Africa: AI in Education Market, by Region, 2019-2023 (USD Million)
Table 234 Middle East & Africa: AI in Education Market, by Region, 2024-2030 (USD Million)
Table 235 Middle East: AI in Education Market, by Country, 2019-2023 (USD Million)
Table 236 Middle East: AI in Education Market, by Country, 2024-2030 (USD Million)
Table 237 Ksa: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 238 Ksa: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 239 UAE: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 240 UAE: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 241 Bahrain: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 242 Bahrain: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 243 Kuwait: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 244 Kuwait: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 245 Rest of Middle East: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 246 Rest of Middle East: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 247 Africa: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 248 Africa: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 249 Latin America: AI in Education Market, by Offering, 2019-2023 (USD Million)
Table 250 Latin America: AI in Education Market, by Offering, 2024-2030 (USD Million)
Table 251 Latin America: AI in Education Market, by Software Type, 2019-2023 (USD Million)
Table 252 Latin America: AI in Education Market, by Software Type, 2024-2030 (USD Million)
Table 253 Latin America: AI in Education Market, by Deployment Mode, 2019-2023 (USD Million)
Table 254 Latin America: AI in Education Market, by Deployment Mode, 2024-2030 (USD Million)
Table 255 Latin America: AI in Education Market, by Service, 2019-2023 (USD Million)
Table 256 Latin America: AI in Education Market, by Service, 2024-2030 (USD Million)
Table 257 Latin America: AI in Education Market, by Technology, 2019-2023 (USD Million)
Table 258 Latin America: AI in Education Market, by Technology, 2024-2030 (USD Million)
Table 259 Latin America: AI in Education Market, by Academic Application, 2019-2023 (USD Million)
Table 260 Latin America: AI in Education Market, by Academic Application, 2024-2030 (USD Million)
Table 261 Latin America: AI in Education Market, by Institutional Application, 2019-2023 (USD Million)
Table 262 Latin America: AI in Education Market, by Institutional Application, 2024-2030 (USD Million)
Table 263 Latin America: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 264 Latin America: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 265 Latin America: AI in Education Market, by Institutional End-user, 2019-2023 (USD Million)
Table 266 Latin America: AI in Education Market, by Institutional End-user, 2024-2030 (USD Million)
Table 267 Latin America: AI in Education Market, by Country, 2019-2023 (USD Million)
Table 268 Latin America: AI in Education Market, by Country, 2024-2030 (USD Million)
Table 269 Brazil: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 270 Brazil: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 271 Mexico: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 272 Mexico: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 273 Argentina: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 274 Argentina: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 275 Rest of Latin America: AI in Education Market, by End-user, 2019-2023 (USD Million)
Table 276 Rest of Latin America: AI in Education Market, by End-user, 2024-2030 (USD Million)
Table 277 AI in Education Market: Overview of Strategies Adopted by Key Vendors, 2021-2024
Table 278 AI in Education Market: Degree of Competition, 2023
Table 279 AI in Education Market: Software Type Footprint, 2023
Table 280 AI in Education Market: Application Footprint (Academic), 2023
Table 281 AI in Education Market: Application Footprint (Institutional), 2023
Table 282 AI in Education Market: End-user Footprint, 2023
Table 283 AI in Education Market: Region Footprint, 2023
Table 284 AI in Education Market: Detailed List of Key Startups/SMEs, 2023
Table 285 AI in Education Market: Competitive Benchmarking of Startups/SMEs, 2023
Table 286 AI in Education Market: Competitive Benchmarking of Startups/SMEs, by Application, 2023
Table 287 AI in Education Market: Product Launches and Enhancements, January 2021-November 2024
Table 288 AI in Education Market: Deals, January 2021-November 2024
Table 289 Microsoft: Company Overview
Table 290 Microsoft: Products/Solutions/Services Offered
Table 291 Microsoft: Product Launches and Enhancements
Table 292 Microsoft: Deals
Table 293 IBM: Company Overview
Table 294 IBM: Products/Solutions/Services Offered
Table 295 IBM: Product Launches and Enhancements
Table 296 IBM: Deals
Table 297 Google: Company Overview
Table 298 Google: Products/Solutions/Services Offered
Table 299 Google: Product Launches and Enhancements
Table 300 Google: Deals
Table 301 Alibaba Cloud: Company Overview
Table 302 Alibaba Cloud: Products/Solutions/Services Offered
Table 303 Alibaba Cloud: Product Launches and Enhancements
Table 304 Alibaba Cloud: Deals
Table 305 Aws: Company Overview
Table 306 Aws: Products/Solutions/Services Offered
Table 307 Aws: Product Launches and Enhancements
Table 308 Adobe: Company Overview
Table 309 Adobe: Products/Solutions/Services Offered
Table 310 Adobe: Deals
Table 311 Pearson: Company Overview
Table 312 Pearson: Products/Solutions/Services Offered
Table 313 Pearson: Product Launches and Enhancements
Table 314 Pearson: Deals
Table 315 Baidu: Company Overview
Table 316 Baidu: Products/Solutions/Services Offered
Table 317 Baidu: Product Launches and Enhancements
Table 318 Openai: Company Overview
Table 319 Openai: Products/Solutions/Services Offered
Table 320 Openai: Product Launches and Enhancements
Table 321 Openai: Deals
Table 322 Duolingo: Company Overview
Table 323 Duolingo: Products/Solutions/Services Offered
Table 324 Duolingo: Product Launches and Enhancements
Table 325 Duolingo: Deals
Table 326 Artificial Intelligence Market, by Offering, 2019-2023 (USD Billion)
Table 327 Artificial Intelligence Market, by Offering, 2024-2030 (USD Billion)
Table 328 Artificial Intelligence Market, by Business Function, 2019-2023 (USD Billion)
Table 329 Artificial Intelligence Market, by Business Function, 2024-2030 (USD Billion)
Table 330 Artificial Intelligence Market, by Technology, 2019-2023 (USD Billion)
Table 331 Artificial Intelligence Market, by Technology, 2024-2030 (USD Billion)
Table 332 Artificial Intelligence Market, by Vertical, 2019-2023 (USD Billion)
Table 333 Artificial Intelligence Market, by Vertical, 2024-2030 (USD Billion)
Table 334 Artificial Intelligence Market, by Region, 2019-2023 (USD Billion)
Table 335 Artificial Intelligence Market, by Region, 2024-2030 (USD Billion)
Table 336 Learning Management System Market, by Offering, 2018-2022 (USD Million)
Table 337 Learning Management System Market, by Offering, 2023-2028 (USD Million)
Table 338 Learning Management System Market, by Delivery Mode, 2018-2022 (USD Million)
Table 339 Learning Management System Market, by Delivery Mode, 2023-2028 (USD Million)
Table 340 Learning Management System Market, by Organization Size, 2018-2022 (USD Million)
Table 341 Learning Management System Market, by Organization Size, 2023-2028 (USD Million)
Table 342 Learning Management System Market, by Deployment Type, 2018-2022 (USD Million)
Table 343 Learning Management System Market, by Deployment Type, 2023-2028 (USD Million)
Table 344 Learning Management System Market, by Application Area, 2018-2022 (USD Million)
Table 345 Learning Management System Market, by Application Area, 2023-2028 (USD Million)
Table 346 Learning Management System Market, by User Type, 2018-2022 (USD Million)
Table 347 Learning Management System Market, by User Type, 2023-2028 (USD Million)
Table 348 Learning Management System Market, by Region, 2018-2022 (USD Million)
Table 349 Learning Management System Market, by Region, 2023-2028 (USD Million)

Figure 1 AI in Education Market Segmentation
Figure 2 Study Years Considered
Figure 3 AI in Education Market: Research Design
Figure 4 Breakup of Primary Profiles, by Company Type, Designation, and Region
Figure 5 Key Insights from Industry Experts
Figure 6 AI in Education Market: Top-Down and Bottom-Up Approaches
Figure 7 Approach 1, Bottom-Up (Supply-Side): Revenue from Software/Services of AI in Education Market
Figure 8 Approach 1, Bottom-Up (Supply-Side): Collective Revenue from All Software/Services of AI in Education Market
Figure 9 Approach 1, Bottom-Up (Supply-Side): Collective Revenue from All Software/Services of AI in Education Market
Figure 10 Approach 2, Bottom-Up (Demand-Side): Share of AI in Education Through Overall AI in Education Solutions Spending
Figure 11 AI Software in Education to Dominate Over AI Services in Education Market, 2024 (USD Million)
Figure 12 Learning Management Systems to be Largest Segment Among AI Software in Education Market in 2024
Figure 13 Cloud Deployment to Significantly Lead Market in 2024 (USD Million)
Figure 14 Professional Development Programs to Lead Among AI Services in Education Market in 2024
Figure 15 Other AI Technologies to Dominate Over Generative AI in Education Market in 2024
Figure 16 Personalized Learning & Content Management to Lead AI in Education Market in 2024
Figure 17 Student Enrollment & Detection Analysis to Account for Largest Market Share in 2024
Figure 18 Institutional End-users to Dominate by Large Margin Over Academic End-users in AI in Education Market in 2024
Figure 19 K-12 to be Largest Institutional End-users of AI in Education in 2024
Figure 20 Asia-Pacific to Grow at Highest CAGR During Forecast Period
Figure 21 Increasing Demand for Personalized Learning and Digital Education Tools for Immersive Experience to Drive Market Growth
Figure 22 Predictive Analysis Segment to Grow at Highest CAGR Among Academic Applications During Forecast Period
Figure 23 Cloud Deployment and Institutional End-users to Account for Largest Respective Segmental Shares in North America in 2024
Figure 24 North America to be Largest Regional Market in 2024
Figure 25 AI in Education Market: Drivers, Restraints, Opportunities, and Challenges
Figure 26 Evolution of AI in Education Market
Figure 27 AI in Education Market Ecosystem: Key Players
Figure 28 AI in Education Market: Supply Chain Analysis
Figure 29 Porter's Five Forces Analysis
Figure 30 Influence of Stakeholders on Buying Process for Top Three Applications
Figure 31 Key Buying Criteria for Top Three Applications
Figure 32 Indicative Pricing Analysis, by Software Type, 2024 (USD/Month)
Figure 33 Number of Patents Granted to Vendors in Last 10 Years
Figure 34 Regional Analysis of Patents Granted, 2014-2024
Figure 35 Trends/Disruptions Impacting Customers’ Businesses
Figure 36 AI in Education Market: Investment Landscape and Funding Scenario (USD Million and Number of Funding Rounds)
Figure 37 Market Potential of Generative AI in Enhancing AI in Education Across Key End-users
Figure 38 Services Segment to Grow at Higher CAGR During Forecast Period
Figure 39 Content Generation Tools to Grow at Highest CAGR Among Software During Forecast Period
Figure 40 On-Premise Deployment to Grow at Higher CAGR During Forecast Period
Figure 41 Data Analytics Consulting Segment to Grow at Highest CAGR During Forecast Period
Figure 42 Predictive Analysis Segment to Grow at Highest CAGR During Forecast Period
Figure 43 Workforce Alignment & Skills Mapping Segment to Grow at Highest CAGR During Forecast Period
Figure 44 Generative AI to Grow at Higher CAGR During Forecast Period
Figure 45 Institutional Segment to Grow at Higher CAGR During Forecast Period
Figure 46 Edtech Companies Segment to Grow at Highest CAGR During Forecast Period
Figure 47 India to Register Highest CAGR During Forecast Period
Figure 48 Asia-Pacific to Witness Highest CAGR During Forecast Period
Figure 49 North America: Market Snapshot
Figure 50 Asia-Pacific: Market Snapshot
Figure 51 AI in Education Market: Revenue Analysis of Five Key Players, 2019-2023
Figure 52 Share Analysis of Leading Companies in AI in Education Market, 2023
Figure 53 Product Comparative Analysis, by Software Type
Figure 54 Company Valuation and Financial Metrics of Key Vendors
Figure 55 Year-To-Date (Ytd) Price Total Return and 5-Year Stock Beta of Key Vendors
Figure 56 AI in Education Market: Company Evaluation Matrix of Key Players (Academic), 2023
Figure 57 AI in Education Market: Company Evaluation Matrix of Key Players (Institutional), 2023
Figure 58 AI in Education Market: Company Footprint (Academic), 2023
Figure 59 AI in Education Market: Company Footprint (Institutional), 2023
Figure 60 AI in Education Market: Company Evaluation Matrix (Startups/SMEs, Academic), 2023
Figure 61 AI in Education Market: Company Evaluation Matrix (Startups/SMEs, Institutional), 2023
Figure 62 Microsoft: Company Snapshot
Figure 63 IBM: Company Snapshot
Figure 64 Google: Company Snapshot
Figure 65 Alibaba Cloud: Company Snapshot
Figure 66 Aws: Company Snapshot
Figure 67 Adobe: Company Snapshot
Figure 68 Pearson: Company Snapshot
Figure 69 Baidu: Company Snapshot
Figure 70 Duolingo: Company Snapshot