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

TABLE OF CONTENTS

1 INTRODUCTION

• 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 RESEARCH METHODOLOGY

• 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

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

• 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 MARKET OVERVIEW AND INDUSTRY TRENDS

• 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 AI IN EDUCATION MARKET, BY OFFERING

• 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 AI IN EDUCATION MARKET, BY APPLICATION

• 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 AI IN EDUCATION MARKET, BY TECHNOLOGY

• 8.1 INTRODUCTION
  • 8.1.1 GENERATIVE AI
  • 8.1.2 OTHER AI

9 AI IN EDUCATION MARKET, BY END USER

• 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 AI IN EDUCATION MARKET, BY REGION

• 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 COMPETITIVE LANDSCAPE

• 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 COMPANY PROFILES

• 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 MnM 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 MnM 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 MnM 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 MnM 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 MnM 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 ADJACENT AND RELATED MARKETS

• 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 APPENDIX

• 14.1 DISCUSSION GUIDE
• 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
• 14.3 CUSTOMIZATION OPTIONS
• 14.4 RELATED REPORTS
• 14.5 AUTHOR DETAILS

List of Tables

• 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)

List of Figures

• 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