AI In Education Market

Report Code TC 6243
Published in Nov, 2024, By MarketsandMarkets™
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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

 

Overview

The AI in education market size is projected to grow from USD 2.21 billion in 2024 to USD 5.82 billion by 2030, at a CAGR of 17.5% during the forecast period. As the education sector transitions into a more digitalized industry, embracing advanced technologies such as AI would become crucial to enhancing processes and systems. It is here that AI and its sub-technologies are being rapidly incorporated across educational apps, modes, and mediums of tutoring and in the form of interactive game-based learning modules being adopted. AI can help assimilate data from vast sources to not only provide an in-depth assessment of students and help tutors gauge progress but also result in a transformational shift towards turning teaching methodologies into a more comprehensive approach. With the rise of generative AI, content curation and personalization have emerged as the core aspects of result-driven pedagogy being imparted across leading educational institutions. According to a survey conducted by Microsoft, 47% of education leaders use AI tools daily for operational efficiency, while 68% of educators and 62% of students have used AI at least once or twice for lesson planning and to enhance writing skills.

AI In Education Market

Attractive Opportunities in the AI In Education Market

ASIA PACIFIC

The integration of AI facilitates personalized learning experiences and enhances administrative efficiency across educational institutions. Government initiatives and investments in AI infrastructure make the region a focal point for innovation in educational technologies. Countries like China, Japan, South Korea, and Singapore are actively integrating AI into their educational systems, enhancing personalized learning and administrative efficiency.

Increasing demand for personalized learning experiences, and the rising adoption of e-learning platforms and digital education tools to streamline operations to drive market growth.

AI generates precise and actionable feedback, helping educators identify and address areas for improvement, ultimately enhancing teaching effectiveness and student outcomes.

The rising demand for AI-powered assessment systems and real-time feedback, as well as the advent of virtual tutors for self-paced learning, will offer lucrative opportunities in AI in the education market in the coming years.

The North American AI in Education market is expected to be worth USD 2.30 billion by 2030, growing at a CAGR of 15.9% during the forecast period.

Impact of AI on AI In Education Market

Generative AI is transforming the education sector by enabling personalized learning experiences and enhancing teaching methodologies. It allows educators to create tailored educational materials that cater to individual student needs, improving engagement and comprehension. By analyzing data on student performance and preferences, generative AI can produce customized lesson plans, assessments, and resources, ensuring that learning is both relevant and effective. Generative AI also promotes inclusivity by providing accessible learning tools for students with disabilities or those requiring additional support. It can offer real-time translations and adaptive content, fostering a more engaging, efficient, and equitable learning environment for all students.

AI In Education Market Impact

Global AI In Education Market Dynamics

Driver: Rise in demand for customized educational experiences through AI in personalized learning

Artificial Intelligence (AI) is fundamentally transforming personalized learning by enabling educational experiences tailored to the unique needs of each student. Through adaptive learning algorithms, AI analyzes individual performance data, learning styles, and preferences to customize educational content and pacing. This ensures students receive appropriate challenges and support, enhancing their engagement and understanding. AI also facilitates the curation of tailored content, allowing educators to recommend specific readings or supplementary materials based on each learner’s strengths and weaknesses. Integrating AI in personalized learning fosters an inclusive environment that supports diverse learners while continuously improving educational strategies through data analysis, ultimately leading to a more effective and engaging learning experience for all students and tutors. AI-powered personalized learning systems aim to create customized educational modules for individual learners. These AI-powered education systems analyze a student’s behavior, such as strengths, weaknesses, and learning habits, to implement the content and teaching process. AI-powered education tools offer educators the opportunity to specifically identify and support students with certain academic difficulties and provide extra support services, such as practice sessions, virtual study materials, and personal tutoring sessions.

Restraint: Data privacy and security concerns deterring AI adoption

AI-powered education platforms collect vast amounts of sensitive data, including sensitive personal information, academic records, and learning preferences. This extensive data collection makes these systems attractive targets for cyber threats, which have increased dramatically in recent years. There was a slight rise in cyber threats across the education sector in 2022 compared to the previous year, highlighting the urgent need for robust cybersecurity measures globally. To mitigate these concerns, it is crucial that educational institutions comply with regulations like the General Data Protection Regulation (GDPR), which mandates transparency in data collection and processing. Institutions must ensure that AI systems are designed to minimize personal data usage while maintaining robust security measures to protect against breaches. Traditionally, student data security and data have not been recognized due to a lack of advancements in the legacy education system. AI-based education systems can collect massive amounts of student data to maintain privacy and prevent unauthorized access or violation. Most academic as well as educational institutions are seeking data protection tools to manage huge amounts of sensitive student data such as student records, faculty information, research findings, and intellectual property.

 

Opportunity: Future of Immersive Learning

Digital education is gaining high traction with a particular emphasis on developing interactive, personalized, and tailored learning outcomes for students. Advancements in the field of AI and AR/VR have ushered in a wide range of possibilities to integrate physical capabilities into an experiential learning environment. AI can further customize this experience on the backdrop of feedback-enabled product development that helps tailor educational materials and courses based on students’ objectives. Imagining a real-world experience that can be simulated for students in the form of a science experiment or a historical visit from the confinements of a classroom is gradually turning into a practical possibility. At the same time, this can open avenues for distantly or remotely located students who can avail of this learning experience without physically moving or having to spend resources behind doing so. Immersive technologies such as AR and VR integrated with the education system will enhance the education process by offering personalized learning and virtual collaborative opportunities. Virtual environment-based immersive learning can enable better interactions among students, ultimately promoting peer learning in the future.

Challenge: Misuse of AI tools for unethical academic practices

With the growing advent of gen AI tools for content creation, it seems easy for students to plagiarize or paraphrase existing work without citation. A rewritten version of existing content without valid references cannot be easily recognized. Students could utilize AI-based content generation tools to independently complete the project as a part of an unsupervised assessment provided by teachers and faculty. However, the AI-based education system has created opportunities for unethical practices, undermining the academic integrity in the education sector. This situation has enhanced the potential to create ethical dilemmas among students and may lead to negative consequences of AI utilization on academic integrity. According to a study by Turnitin, only 11% of writing assignments contained more than 20% AI-generated content, and just 3% were predominantly AI-authored.

A survey from EducationWeek indicates that 63% of teachers reported incidents of students facing academic penalties for utilizing generative AI in their assignments during the 2023–2024 school year, an increase from 48% in the prior year. Using proactive initiatives and adopting sophisticated AI-driven plagiarism detection tools would foster an ethical AI environment in the education sector.

Global AI In Education Market Ecosystem Analysis

The AI in education market ecosystem comprises a diverse range of stakeholders. Key players include learning management system (LMS) providers, adaptive learning platform providers, chatbots & virtual assistants, automated grading and feedback system providers, and gen AI-based content generation tools. These entities collaborate to develop, deliver, and utilize AI-based education tools, driving innovation and growth in the market.

Top Companies in AI In Education Market

Note: The above diagram only shows the representation of the AI in education market ecosystem; it is not limited to the companies represented above.

 

By software type, the learning management system will lead the market during the forecast period

Growing necessities for online learning and teaching methods, coupled with the need for remote education and training tools, will enhance the adoption of LMS globally. Digital content, eBooks, and multimedia resources are trending and gaining more popularity with the advent of gen AI tools. AI-based LMS has upgraded the modern learning and development environment with intelligent features and algorithms to personalize the learning process with recommendations. AI-driven analytics within LMS platforms provide educators valuable insights into student performance and engagement metrics. This data allows teachers to identify trends, such as which topics students struggle with most, enabling them to adjust their teaching strategies accordingly. LMS plays a pivotal role in cultivating a learning culture to stay competitive ahead of AI in education market. Real-time feedback mechanisms powered by AI help learners understand their progress instantly, fostering a more interactive learning environment. Additionally, predictive analytics can forecast student performance trends, enabling early interventions for those at risk of falling behind. Overall, AI-enhanced LMS transforms the educational landscape by making learning more efficient, engaging, and tailored to individual student’s needs.

Among institutional end users, the EdTech firms are set to register the highest CAGR during the forecast period.

Growing necessities for online learning and teaching methods, coupled with the need for remote education and training tools, will enhance the adoption of LMS globally. Digital content, eBooks, and multimedia resources are trending and gaining more popularity with the advent of gen AI tools. AI-based LMS has upgraded the modern learning and development environment with intelligent features and algorithms to personalize the learning process with recommendations. AI-driven analytics within LMS platforms provide educators valuable insights into student performance and engagement metrics. This data allows teachers to identify trends, such as which topics students struggle with most, enabling them to adjust their teaching strategies accordingly. LMS plays a pivotal role in cultivating a learning culture to stay competitive ahead of AI in education market. Real-time feedback mechanisms powered by AI help learners understand their progress instantly, fostering a more interactive learning environment. Additionally, predictive analytics can forecast student performance trends, enabling early interventions for those at risk of falling behind. Overall, AI-enhanced LMS transforms the educational landscape by making learning more efficient, engaging, and tailored to individual student’s needs.

By institutional end users, the EdTech firms will register the highest CAGR during the forecast period

AI has been a game changer across the education sector, rapidly revolutionizing student learning and engagement. The vision of EdTech firms is to facilitate a personalized approach and provide the curriculum as per students' needs, which has been accomplished with the integration of AI into education systems. AI-based digital platforms offer numerous benefits to EdTech firms from automating administrative tasks to AI tutoring with 24/7 accessibility to educational resources virtually. Moreover, AI-based education tools support EdTech firms in the digitalization of content so that students can capture and retain learning materials from anywhere, anytime.

By region, North America is projected to account for the largest market share for AI in education market during the forecast period.

North America is home to leading technology companies and educational institutions at the forefront of AI innovation, driving substantial investments in educational technology (EdTech) solutions. The robust digital infrastructure in North America enables the widespread adoption of AI technologies, facilitating the integration of advanced learning tools such as intelligent tutoring systems and personalized learning platforms. The emphasis on personalized learning experiences tailored to individual student needs aligns well with the capabilities of AI technologies, making them highly sought after in this region. Overall, these factors create a conducive environment for the growth and dominance of AI in education within North America. The rise in the adoption of mobile learning and the emergence of virtual tutors are boosting the demand for AI-based tools in North America. The rise in state and local government funding, coupled with local funding accounts, paves the way for AI providers to offer advanced learning tools to the education sector. Key players such as IBM are collaborating with educational institutions to bridge the skills gap in AI-related fields, indicating a strong focus on developing future-ready talent. The rise of intelligent tutoring systems and virtual facilitators further exemplifies how AI reshapes traditional educational methods, making learning more accessible and efficient.

HIGHEST CAGR MARKET DURING FORECAST PERIOD
CANADA FASTEST-GROWING MARKET IN THE REGION
AI In Education Market Size and Share

Recent Developments of AI In Education Market

  • In October 2024, Pearson expanded its partnership with ServiceNow to enhance workforce development and employee experiences in the age of AI. The partnership aims to address the growing skills gap by providing tailored training and reskilling opportunities, ultimately boosting productivity and talent retention. By combining expertise from both companies, this initiative seeks to prepare individuals and organizations for the future of work in an increasingly AI-driven economy.
  • In August 2024, IBM partnered with the University of Wollongong India (UOW India) to enhance educational experiences and career readiness for students. This collaboration will provide access to IBM's Innovation Centre for Education, offering advanced training in emerging technologies such as AI, cloud computing, and cybersecurity. This initiative aims to strengthen UOW India's academic offerings and improve students' competitiveness in the global job market, preparing them for modern workforce demands.
  • In May 2024, Khan Academy and Microsoft partnered to enhance access to AI tools for educators. This collaboration allows K-12 teachers in the US to use the AI-powered teaching assistant Khanmigo for free, leveraging Microsoft’s Azure infrastructure. Khanmigo assists teachers by generating custom lesson plans and providing creative teaching suggestions, ultimately saving them time and reducing burnout. This initiative seeks to personalize learning and effectively support educators.
  • In April 2024, Alibaba Cloud partnered with Hanyang University in South Korea to launch the Alibaba Cloud Academic Empowerment Program (AAEP), aimed at nurturing local digital talent. This initiative will provide students and educators with access to advanced cloud computing and AI technologies, enhancing their practical skills for the digital economy. The program includes seminars, workshops, and certification courses, allowing participants to gain professional qualifications. Alibaba Cloud's commitment to education is evident as it seeks to prepare graduates for future innovation and leadership in digital transformation across various industries in Korea.

Key Market Players

List of Top AI In Education Market Companies

The AI In Education Market is dominated by a few major players that have a wide regional presence. The major players in the AI In Education Market are

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Scope of the Report

Report Attribute Details
Market size available for years 2019–2029
Base year considered 2023
Forecast period 2024-2030
Forecast units (USD million/billion)
Segments Covered Offering, Technology, Application, End user, and Region
Regions covered North America, Europe, Asia Pacific, Middle East & Africa, Latin America

 

Key Questions Addressed by the Report

What are the opportunities for the AI in education market?
The key opportunities for AI in the education market include enhanced customization of curriculum to individual student needs, rising demand for AI-powered assessment systems and real-time feedback, the advent of virtual tutors for self-paced learning, and the integration of AR and VR with AI for immersive learning experiences. Demand for AI-powered assessments and real-time feedback is rising, which enhances student engagement and learning outcomes.
Define the market for AI in education.
AI in education refers to the deployment of underlying technologies such as discriminative machine learning, deep learning, NLP, and generative AI to enhance the efficiency and efficacy of pedagogy and learning experience. It involves the implementation of AI-based software across educational institutions to bolster and streamline administrative and operational processes and systems. From an academic perspective, this involves the incorporation of AI-based platforms that can help tailor personalized learning modules and experiences to assist educational instructors in gauging, tracking, and efficiently improving learning outcomes.
Which region is estimated to have the largest share in the AI in education market?
The North American region set to acquire the largest share of the AI in education market during the forecast period.
Which are the major market players covered in the report?
Some of the key companies in market for AI in education are Microsoft (US), IBM (US), Google (US), Alibaba Cloud (China), AWS (US), Adobe (US), Pearson (UK), Baidu (China), OpenAI (US), Duolingo (US), Cengage Group (US), Knewton (US), Skillsoft (US), Udacity (US), Stride (US), HPE (US), Carnegie Learning (US), Dreambox Learning (US), Quizlet (US), Grammarly (US), Vimeo (US), Riiid (South Korea), Cognii (US), Elsa Speak (US), Memrise (UK), Alef Education (UAE), Querium (US), Amira Learning (US), Knowre (US), Century Tech (UK), Thinkster Math (US), Quizizz (India), Khan Academy (US), Sana Labs (Sweden), Teachmint X (India), 360Learning (US), Mainstay (India), Blippar (UK), Blue Canoe Learning (US), Otter.ai (US), QuillBot (US), Nolej (France), and Speechify (US).
How big is the global AI in education market today?
The global AI in education market is projected to grow from USD 2.21 billion in 2024 to USD 5.82 billion by 2030, at a CAGR of 17.5% during the forecast period.

 

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Table of Contents

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TITLE
PAGE NO
INTRODUCTION
38
RESEARCH METHODOLOGY
45
EXECUTIVE SUMMARY
56
PREMIUM INSIGHTS
62
MARKET OVERVIEW AND INDUSTRY TRENDS
64
  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    DRIVERS
    - Increase in demand for personalized learning experiences
    - Rise in adoption of e-learning platforms and digital education tools
    - Increase in reliance on data-driven insights to enhance academic outcomes
    - Rise in prevalence of mobile and smart devices enables ubiquitous learning
    RESTRAINTS
    - Reluctance among institutions to replace traditional teaching/ learning methods
    OPPORTUNITIES
    - Enhanced customization of curriculum to individual student needs
    - Rise in demand for AI-powered assessment systems and real-time feedback
    - Advent of virtual tutors for self-paced learning
    - Integration of AR and VR with AI for immersive learning experience
    CHALLENGES
    - Protecting sensitive student data from breaches
    - Disparity in access to AI-enabled educational resources
    - Accessibility issues for students with disabilities
  • 5.3 INDUSTRY TRENDS
    EVOLUTION OF AI IN EDUCATION MARKET
    CASE STUDY ANALYSIS
    - Google helped Ministry of Education of Malaysia to transform digital learning accessibility and efficiency
    - Alibaba Cloud helped GetCourse enhance online education with scalable and cost-effective solutions
    - IVMF overcame learning management challenges with Skillsoft’s custom learning paths and enhanced user experience
    - Stride Learning enhanced Reading Comprehension with stable diffusion on Amazon Bedrock
    - Century Tech and Epsom & Ewell High School transformed learning with AI integration and enhanced engagement
    ECOSYSTEM ANALYSIS
    - Learning management system providers
    - Adaptive learning platform providers
    - Chatbots & virtual assistant providers
    - Automated grading & feedback system providers
    - Content generation tools providers
    - AI in education market end users
    TECHNOLOGY ANALYSIS
    - Key technologies
    - Adjacent technologies
    - Complementary technologies
    REGULATORY LANDSCAPE
    - Regulatory bodies, government agencies, and other organizations
    - Regulatory framework
    SUPPLY CHAIN ANALYSIS
    PORTER’S FIVE FORCES ANALYSIS
    - Threat of new entrants
    - Threat of substitutes
    - Bargaining power of suppliers
    - Bargaining power of buyers
    - Intensity of competitive rivalry
    KEY CONFERENCES AND EVENTS
    KEY STAKEHOLDERS AND BUYING CRITERIA
    - Key stakeholders in buying process
    - Buying criteria
    PRICING ANALYSIS
    - Indicative pricing analysis, by software type
    - Indicative pricing analysis, by application
    PATENT ANALYSIS
    - Methodology
    - Patents filed, by document type
    - Innovations and patent applications
    TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES
    INVESTMENT LANDSCAPE AND FUNDING SCENARIO
    IMPACT OF GENERATIVE AI ON EDUCATION MARKET
    - Top use cases & market potential
    - Key use cases
AI IN EDUCATION MARKET, BY OFFERING
106
  • 6.1 INTRODUCTION
    OFFERING: AI IN EDUCATION MARKET DRIVERS
  • 6.2 SOFTWARE
    BY TYPE
    - Learning management systems (LMS)
    - Chatbots & virtual assistants
    - Adaptive learning platforms
    - Automated grading & feedback systems
    - Intelligent tutoring systems
    - Content generation tools
    - AI-enhanced plagiarism detection
    - Gamified learning platforms
    - Other software types
    BY DEPLOYMENT MODE
    - Cloud
    - On-premises
  • 6.3 SERVICES
    PROFESSIONAL DEVELOPMENT PROGRAMS
    - Essential to maintain educator competence and building community
    CUSTOM AI DEVELOPMENT PLATFORM
    - Technology adaptability: Crucial in diverse learning landscape
    DATA ANALYTICS CONSULTING
    - Optimizing course offerings and improving user experience with tailored content
    ADMISSION SERVICES
    - Transforming admissions with AI: Streamlining processes and boosting recruitment
    INSTRUCTIONAL SERVICES
    - Enabling educators to focus more on teaching and less on logistics
    OTHER SERVICES
AI IN EDUCATION MARKET, BY APPLICATION
131
  • 7.1 INTRODUCTION
    APPLICATION: AI IN EDUCATION MARKET DRIVERS
  • 7.2 ACADEMIC
    PERSONALIZED LEARNING & CONTENT MANAGEMENT
    - Customizable lesson plans
    - Adaptive quizzes and tests
    - Skill level analysis
    - Other personalized learning & content management applications
    GRADING & ASSESSMENT MANAGEMENT
    - Essay & short-answer evaluation
    - Multiple-choice grading automation
    - Rubric-based assessment customization
    - Other grading & assessment management applications
    LANGUAGE TRANSLATION & SUPPORT
    - Grammar & vocabulary enhancement
    - Pronunciation assistance
    - Language translation management
    - Other language translation & support applications
    STUDENT SUPPORT & SERVICES
    - Question-answering support
    - Assignment reminders
    - Campus navigation assistance
    - Mental health resources & counseling support
    - Other student support & services applications
    GAMIFICATION & ENGAGEMENT
    - Points & reward system management
    - Interactive challenges & quizzes
    - Gamified progress tracking
    - Other gamification & engagement applications
    PREDICTIVE ANALYSIS
    - Early-warning system management
    - Trend analysis
    - Predictive grading outcomes
    - Other predictive analysis applications
    PLAGIARISM DETECTION & ACADEMIC INTEGRITY
    - Paraphrasing & source-checking
    - Academic integrity tracking
    - Other plagiarism detection & academic integrity applications
  • 7.3 INSTITUTIONAL
    STUDENT ENROLLMENT & RETENTION ANALYSIS
    - At-risk student identification
    - Retention strategy optimization
    - Personalized communication
    - Student engagement
    - Other student enrollment & retention analysis applications
    ADMINISTRATIVE PROCESS AUTOMATION
    - Automated admission processing
    - Scheduling optimization
    - Document verification automation
    - Other administrative process automation applications
    ALUMNI ENGAGEMENT & RETENTION ANALYSIS
    - Alumni tracking
    - Engagement metrics
    - Event recommendations
    - Other alumni engagement & retention analysis applications
    WORKFORCE ALIGNMENT & SKILLS MAPPING
    - Career services
    - Internship matchmaking
    - Skill-gap analysis
    - Labor market demand analysis
    - Other workforce alignment & skills mapping applications
    RESOURCE ALLOCATION & FINANCIAL PLANNING
    - Predicting demand analysis
    - Budget forecasting
    - Financial aid allocation optimization
    - Other resource allocation & financial planning applications
AI IN EDUCATION MARKET, BY TECHNOLOGY
164
  • 8.1 INTRODUCTION
    GENERATIVE AI
    OTHER AI
AI IN EDUCATION MARKET, BY END USER
168
  • 9.1 INTRODUCTION
    END USER: AI IN EDUCATION MARKET DRIVERS
  • 9.2 BY TYPE
    ACADEMIC
    - Students
    - Tutors
    - Parents & guardians
    - Corporate trainers/instructors
    - Other academic end users
    INSTITUTIONAL
    - K–12
    - Higher education
    - Research firms & NGO
    - Skill development & corporate training centers
    - Government education departments
    - EdTech companies
    - Other institutional end users
    AI IN EDUCATION MARKET, BY REGION
AI IN EDUCATION MARKET, BY REGION
183
  • 10.1 INTRODUCTION
  • 10.2 NORTH AMERICA
    NORTH AMERICA: AI IN EDUCATION MARKET DRIVERS
    NORTH AMERICA: MACROECONOMIC OUTLOOK
    US
    - Revolutionizing US education with AI innovations and responsible frameworks
    CANADA
    - Pioneering inclusive AI education pathways with AIPP Initiative
  • 10.3 EUROPE
    EUROPE: AI IN EDUCATION MARKET DRIVERS
    EUROPE: MACROECONOMIC OUTLOOK
    UK
    - Government investment and collaborations with schools and universities
    GERMANY
    - Industry-academia collaboration with strategies such as National AI Strategy
    FRANCE
    - Regulatory efforts and funding for research and establishment of Interdisciplinary Institutes of Artificial Intelligence
    ITALY
    - AI pilot program in schools across four regions
    SPAIN
    - Notable firms focusing on democratizing access to knowledge through AI-driven digital content platforms
    REST OF EUROPE
  • 10.4 ASIA PACIFIC
    ASIA PACIFIC: AI IN EDUCATION MARKET DRIVERS
    ASIA PACIFIC: MACROECONOMIC OUTLOOK
    CHINA
    - Leading AI education transformation through public-private collaboration
    JAPAN
    - Advancing AI literacy with Nationwide Educational Strategy and Teacher Training
    INDIA
    - Accelerating AI education and innovation through government initiatives and industry collaborations
    SOUTH KOREA
    - Strategies such as Digital Infrastructure Improvement Plan for integrating AI into public education
    AUSTRALIA & NEW ZEALAND
    - Government focus on curriculum and building frameworks for AI in schools
    ASEAN COUNTRIES
    - Promoting secure digital services and technology ecosystems with ASEAN Digital Masterplan 2025
    REST OF ASIA PACIFIC
  • 10.5 MIDDLE EAST & AFRICA
    MIDDLE EAST & AFRICA: AI IN EDUCATION MARKET DRIVERS
    MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK
    MIDDLE EAST
    - KSA
    - UAE
    - Bahrain
    - Kuwait
    - Rest of the Middle East
    AFRICA
  • 10.6 LATIN AMERICA
    LATIN AMERICA: AI IN EDUCATION MARKET DRIVERS
    LATIN AMERICA: MACROECONOMIC OUTLOOK
    BRAZIL
    - Innovative EdTech solutions and strategic investments
    MEXICO
    - Modernizing education with AI-driven content creation and enhanced student engagement
    ARGENTINA
    - Platforms for personalized learning and teaching support and projects such as ColabIA
    REST OF LATIN AMERICA
COMPETITIVE LANDSCAPE
251
  • 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
    MARKET SHARE ANALYSIS OF KEY PLAYERS
    MARKET RANKING ANALYSIS
  • 11.5 PRODUCT COMPARATIVE ANALYSIS
    PRODUCT COMPARATIVE ANALYSIS, BY LEARNING MANAGEMENT SYSTEM (LMS)
    - Canvas LMS (Canvas)
    - AI-powered LMS (360Learning)
    PRODUCT COMPARATIVE ANALYSIS OF INTELLIGENT TUTORING SYSTEMS
    - Carnegie Learning
    - Knewton Alta
    - Smart Sparrow
    PRODUCT COMPARATIVE ANALYSIS OF CHATBOTS & PERSONAL ASSISTANTS
    - IBM Watson Tutor (IBM)
    - AdmitHub (Mainstay)
  • 11.6 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS
  • 11.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023
    COMPANY EVALUATION MATRIX: KEY PLAYERS (ACADEMIC), 2023
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY EVALUATION MATRIX: KEY PLAYERS (INSTITUTIONAL), 2023
    STARS
    EMERGING LEADERS
    PERVASIVE PLAYERS
    PARTICIPANTS
    COMPANY FOOTPRINT: KEY PLAYERS
    - Company footprint
    - Software type footprint
    - Application footprint
    - End user footprint
    - Region footprint
  • 11.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023
    COMPANY EVALUATION MATRIX: STARTUPS/SMES (ACADEMIC), 2023
    PROGRESSIVE COMPANIES
    RESPONSIVE COMPANIES
    DYNAMIC COMPANIES
    STARTING BLOCKS
    COMPANY EVALUATION MATRIX: STARTUPS/SMES (INSTITUTIONAL), 2023
    PROGRESSIVE COMPANIES
    RESPONSIVE COMPANIES
    DYNAMIC COMPANIES
    STARTING BLOCKS
    COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023
    - Detailed list of key startups/SMEs
    - Competitive benchmarking of key startups/SMEs
  • 11.9 COMPETITIVE SCENARIO
    PRODUCT LAUNCHES AND ENHANCEMENTS
    DEALS
COMPANY PROFILES
282
  • 12.1 INTRODUCTION
  • 12.2 KEY PLAYERS
    MICROSOFT
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    IBM
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    GOOGLE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    ALIBABA CLOUD
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    AWS
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    - MnM view
    ADOBE
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    PEARSON
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    BAIDU
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    OPENAI
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    DUOLINGO
    - Business overview
    - Products/Solutions/Services offered
    - Recent developments
    CENGAGE GROUP
    KNEWTON
    SKILLSOFT
    UDACITY
    STRIDE
    HPE
    DREAMBOX LEARNING
    QUIZLET
    GRAMMARLY
    VIMEO
  • 12.3 STARTUPS/SMES
    RIIID
    COGNII
    ELSA SPEAK
    MEMRISE
    ALEF EDUCATION
    QUERIUM
    AMIRA LEARNING
    KNOWRE
    CENTURY TECH
    THINKSTER MATH
    QUIZIZZ
    KHAN ACADEMY
    SANA LABS
    TEACHMINT X
    360LEARNING
    MAINSTAY
    BLIPPAR
    BLUE CANOE LEARNING
    QUIZLET
    OTTER.AI
    QUILLBOT
    NOLEJ
    SPEECHIFY
ADJACENT AND RELATED MARKETS
360
  • 13.1 INTRODUCTION
  • 13.2 ARTIFICIAL INTELLIGENCE (AI) MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    - Artificial intelligence market, by offering
    - Artificial intelligence market, by business function
    - Artificial intelligence market, by technology
    - Artificial intelligence market, by vertical
    - Artificial intelligence market, by region
  • 13.3 LEARNING MANAGEMENT SYSTEM MARKET
    MARKET DEFINITION
    MARKET OVERVIEW
    - LMS market, by offering
    - LMS market, by delivery mode
    - LMS market, by organization size
    - LMS market, by deployment type
    - LMS market, by application
    - LMS market, by user type
    - LMS market, by region
APPENDIX
374
  • 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

The study involved major activities in estimating the current market size for the AI in education market. Exhaustive secondary research was done to collect information on the AI in education market. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain using primary research. Different approaches, such as top-down and bottom-up, were employed to estimate the total market size. After that, the market breakup and data triangulation procedures were used to estimate the market size of the segments and subsegments of the AI in education market.

Secondary Research

The market for the companies offering AI in education solutions is arrived at by secondary data available through paid and unpaid sources, analyzing the product portfolios of the major companies in the ecosystem, and rating the companies by their performance and quality. Various sources were referred to in the secondary research process to identify and collect information for this study. The secondary sources include annual reports, press releases, investor presentations of companies, white papers, journals, certified publications, and articles from recognized authors, directories, and databases.

In the secondary research process, various secondary sources were referred to for identifying and collecting information related to the study. Secondary sources included annual reports, press releases, and investor presentations of AI in education vendors, forums, certified publications, and whitepapers. The secondary research was used to obtain critical information on the industry’s value chain, the total pool of key players, market classification, and segmentation from the market and technology-oriented perspectives.

Primary Research

In the primary research process, various primary sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side included industry experts, such as Chief Executive Officers (CEOs), Vice Presidents (VPs), marketing directors, technology and innovation directors, and related key executives from various key companies and organizations operating in the AI in education market. After the complete market engineering (calculations for market statistics, market breakdown, market size estimations, market forecasting, and data triangulation), extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. Primary research was also conducted to identify the segmentation types, industry trends, competitive landscape of AI in education solutions offered by various market players, and key market dynamics, such as drivers, restraints, opportunities, challenges, industry trends, and key player strategies. In the complete market engineering process, the top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform the market estimation and market forecasting for the overall market segments and subsegments listed in this report. Extensive qualitative and quantitative analysis was performed on the complete market engineering process to list the key information/insights throughout the report.

AI In Education Market Size, and Share

Note: Tier 1 companies account for annual revenue of >USD 10 billion; tier 2 companies’ revenue ranges
between USD 1 and 10 billion; and tier 3 companies’ revenue ranges between USD 500 million–USD
1 billion

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

Both top-down and bottom-up approaches were used to estimate and validate the total size of the cell culture market. These methods were also used extensively to estimate the size of various subsegments in the market. The research methodology used to estimate the market size includes the following:

AI In Education Market : Top-Down and Bottom-Up Approach

AI In Education Market Top Down and Bottom Up Approach

Data Triangulation

After arriving at the overall market size using the market size estimation processes explained above, the market was split into various segments and subsegments. The data triangulation and market breakup procedures were employed, wherever applicable, to complete the overall market engineering process and arrive at the exact statistics of each market segment and subsegment. The data was triangulated by studying various factors and trends from both the demand and supply sides.

Market Definition

AI in education refers to the deployment of underlying technologies such as discriminative machine learning, deep learning, NLP and generative AI to enhance the efficiency and efficacy of pedagogy and learning experience. It involves implementation of AI-based software across educational institutions to bolster and streamline administrative and operational processes and systems. From an academic perspective, this involves incorporation of AI-based platforms that can help tailor personalized learning modules and experiences to assist educational instructors to gauge, track and efficiently improve learning outcomes.

Stakeholders

  • AI in education software developers
  • AI in education service vendors
  • Educators
  • LMS Providers
  • Instructors
  • Government Educational Institutions
  • Research Academic Firms
  • Distributors and Value-added Resellers (VARs)
  • Independent Software Vendors (ISV)
  • Managed service providers
  • Support & maintenance service providers
  • System Integrators (SIs)/migration service providers
  • OEMs
  • Technology providers

Report Objectives

  • To define, describe, and predict the AI in education market by offering (software by type, services, and deployment mode), application, end users, and region
  • To provide detailed information related to major factors (drivers, restraints, opportunities, and industry-specific challenges) influencing the market growth
  • To analyze the micro markets with respect to individual growth trends, prospects, and their contributions to the total market
  • To analyze the opportunities in the market for stakeholders by identifying the high-growth segments of the AI in education market
  • To analyze opportunities in the market and provide details of the competitive landscape for stakeholders and market leaders
  • To forecast the market size of five main regions: North America, Europe, Asia Pacific, the Middle East & Africa, and Latin America
  • To profile key players and comprehensively analyze their market rankings and core competencies
  • To analyze competitive developments, such as partnerships, new product launches, and mergers & acquisitions, in the AI in education market
  • To analyze the impact of the recession across all regions in the AI in education market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per your company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product quadrant, which gives a detailed comparison of the product portfolio of each company.

Geographic Analysis as per Feasibility

Further breakup of the North American AI in education market

  • Further breakup of the European AI in education market
  • Further breakup of the Asia Pacific AI in education market
  • Further breakup of the Middle Eastern & African AI in education market
  • Further breakup of the Latin America AI in education market

Company Information

  • Detailed analysis and profiling of additional market players (up to five)

Previous Versions of this Report

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

Report Code TC 6243
Published in May, 2018, By MarketsandMarkets™
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