1 INTRODUCTION
1.1 OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 MARKET SCOPE
1.3 RESEARCH METHODOLOGY
1.3.1 SECONDARY DATA
1.3.2 PRIMARY DATA
1.3.3 MARKET SIZE ESTIMATION
1.3.4 BOTTOM-UP APPROACH
1.3.5 TOP-DOWN APPROACH
1.4 RESEARCH ASSUMPTION
1.5 STAKEHOLDERS
1.6 CURRENCY
1.7 YEARS CONSIDERED
1.8 LIMITATION
2 EXECUTIVE SUMMARY
3 MARKET OUTLOOK
3.1 INTRODUCTION
3.2 DROC MATRIX
3.3 MARKET CHALLENGES
3.4 MARKET SHARE ANALYSIS
3.5 COST STRUCTURE ANALYSIS
3.6 VALUE CHAIN ANALYSIS
3.7 COVID-19 IMPACT ANALYSES
4 INDUSTRY TRENDS
4.1 INTRODUCTION
4.2 PESTEL ANALYSIS
4.3 PORTER’S FIVE FORCES MODEL
4.3.1 DEGREE OF COMPETITION
4.3.2 BARGAINING POWER OF BUYERS
4.3.3 BARGAINING POWER OF SUPPLIERS
4.3.4 THREAT FROM SUBSTITUTES
4.3.5 THREAT FROM NEW ENTRANTS
5 GENERATIVE AI IN EDTECH TYPE ANALYSIS
5.1 INTRODUCTION
5.2 HISTORICAL MARKET TYPE ANALYSIS, 2017-2021
5.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
5.4 Y-O-Y GROWTH TREND ANALYSIS
5.5 NATURAL LANGUAGE PROCESSING
5.6 MACHINE LEARNING
5.7 COMPUTER VISION
5.8 OTHER
6 GENERATIVE AI IN EDTECH MARKET TECHNOLOGY ANALYSIS
6.1 INTRODUCTION
6.2 HISTORICAL MARKET TECHNOLOGY ANALYSIS, 2017-2021
6.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
6.4 Y-O-Y GROWTH TREND ANALYSIS
6.5 ADAPTIVE LEARNING
6.6 CONTENT GENERATION
6.7 AUTOMATED GRADING
6.8 PERSONALIZED TUTORING
6.9 VIRTUAL SIMULATIONS
6.10 INTELLIGENT LEARNING SYSTEM
6.11 OTHER
7 GENERATIVE AI IN EDTECH MARKET DEPLOYMENT MODE ANALYSIS
7.1 INTRODUCTION
7.2 HISTORICAL MARKET DEPLOYMENT MODE ANALYSIS, 2017-2021
7.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
7.4 Y-O-Y GROWTH TREND ANALYSIS
7.5 ON-PREMISE
7.6 CLOUD-BASED
8 GENERATIVE AI IN EDTECH MARKET APPLICATION ANALYSIS
8.1 INTRODUCTION
8.2 HISTORICAL MARKET APPLICATION ANALYSIS, 2017-2021
8.3 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
8.4 Y-O-Y GROWTH TREND ANALYSIS
8.5 STUDENTS
8.6 TEACHERS
8.7 SEGMENT 3
8.8 ADMINISTRATORS
8.9 EDUCATIONAL INSTITUTIONS
8.10 OTHER
9 GLOBAL GENERATIVE AI IN EDTECH REGIONAL ANALYSIS
9.1 INTRODUCTION
9.2 NORTH AMERICA
9.2.1 NORTH AMERICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.2.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.2.3 Y-O-Y GROWTH TREND ANALYSIS
9.2.3.1 U.S.
9.2.3.2 Canada
9.2.3.3 Mexico
9.3 ASIA-PACIFIC
9.3.1 APAC HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.3.2 Y-O-Y GROWTH TREND ANALYSIS
9.3.2.1 China
9.3.2.2 Japan
9.3.2.3 Korea
9.3.2.4 India
9.3.2.5 Southeast Asia
9.4 MIDDLE EAST AND AFRICA
9.4.1 MIDDLE EAST AND AFRICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.4.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.4.3 Y-O-Y GROWTH TREND ANALYSIS
9.4.3.1 Saudi Arabia
9.4.3.2 UAE
9.4.3.3 Egypt
9.4.3.4 Nigeria
9.4.3.5 South Africa
9.5 EUROPE
9.5.1 EUROPE HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.5.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.5.3 Y-O-Y GROWTH TREND ANALYSIS
9.5.3.1 Germany
9.5.3.2 France
9.5.3.3 UK
9.5.3.4 Russia
9.5.3.5 Italy
9.6 SOUTH AMERICA
9.6.1 SOUTH AMERICA HISTORICAL MARKET COUNTRY ANALYSIS, 2017-2021
9.6.2 CURRENT AND FUTURE MARKET VALUE (MILLION) PROJECTIONS, 2022–2031
9.6.3 Y-O-Y GROWTH TREND ANALYSIS
9.6.3.1 Brazil
9.6.3.2 Argentina
9.6.3.3 Columbia
10 COUNTRY LEVEL ANALYSIS
10.1 UNITED STATES
10.2 CANADA
10.3 MEXICO
10.4 CHINA
10.5 JAPAN
10.6 INDIA
10.7 KOREA
10.8 SAUDI AREBIA
10.9 UAE
10.10 EGYPT
10.11 NIGERIA
10.12 SOUTH AFRICA
10.13 GERMANY
10.14 FRANCE
10.15 UK
10.16 RUSSIA
10.17 ITALY
10.18 BRAZIL
10.19 ARGENTINA
10.20 COLUMBIA
11 MARKET PLAYERS
11.1 IBM CORPORATION
11.1.1 BUSINESS OVERVIEW:
11.1.2 PRODUCT PORTFOLIO
11.1.3 RECENT DEVELOPMENTS
11.1.4 SWOT ANALYSIS:
11.2 MICROSOFT CORPORATION
11.3 GOOGLE LLC
11.4 COGNII INC.
11.5 KNEWTON
11.6 BLACKBOARD
11.7 METACOG INC.
11.8 DUOLINGO
11.9 COURSERA
11.10 EDX
11.11 UDACITY
11.12 DREAMBOX
11.13 KHAN ACADEMY
11.14 QUILLIONZ
11.15 COGNIZANT
11.16 CENTURY TECH
11.17 SQUIRREL AI
11.18 JELLYNOTE
11.19 FISHTREE
11.20 BRAINLY
11.21 LIULISHUO
11.22 ROBOLINK
11.23 QUERIUM CORPORATION
11.24 ALELO
12 ABOUT US

TABLE 1 GENERATIVE AI IN EDTECH REGIONAL HISTORICAL MARKET ANALYSIS, 2017–2021 (USD MILLION)
TABLE 2 GLOBAL GENERATIVE AI IN EDTECH MARKET, 2022–2031, (USD MILLION)
TABLE 3 GENERATIVE AI IN EDTECH CURRENT AND FUTURE REGIONAL ANALYSIS, 2022–2031 (USD MILLION)
TABLE 4 GLOBAL GENERATIVE AI IN EDTECH HISTORICAL MARKET TYPE ANALYSIS, 2017-2021, (USD MILLION)
TABLE 5 GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 6 NATURAL LANGUAGE PROCESSING CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 7 MACHINE LEARNING CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 8 COMPUTER VISION CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 9 OTHER CURRENT AND FUTURE TYPE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 10 GLOBAL GENERATIVE AI IN EDTECH HISTORICAL MARKET TECHNOLOGY ANALYSIS, 2017-2021, (USD MILLION)
TABLE 11 GENERATIVE AI IN EDTECH CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 12 ADAPTIVE LEARNING CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 13 CONTENT GENERATION CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 14 AUTOMATED GRADING CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 15 PERSONALIZED TUTORING CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 16 VIRTUAL SIMULATIONS CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 17 INTELLIGENT LEARNING SYSTEM CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 18 OTHER CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2017–2031 (USD MILLION)
TABLE 19 GLOBAL GENERATIVE AI IN EDTECH HISTORICAL MARKET DEPLOYMENT MODE ANALYSIS, 2017-2021, (USD MILLION)
TABLE 20 GENERATIVE AI IN EDTECH CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 21 ON-PREMISE CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 22 CLOUD-BASED CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2017–2031 (USD MILLION)
TABLE 23 GLOBAL GENERATIVE AI IN EDTECH HISTORICAL MARKET APPLICATION ANALYSIS, 2017-2021, (USD MILLION)
TABLE 24 GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 25 STUDENTS CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 26 TEACHERS CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 27 SEGMENT 3 CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 28 ADMINISTRATORS CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 29 EDUCATIONAL INSTITUTIONS CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 30 OTHER CURRENT AND FUTURE APPLICATION ANALYSIS, 2017–2031 (USD MILLION)
TABLE 31 NORTH AMERICA GENERATIVE AI IN EDTECH HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 32 NORTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 33 NORTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 34 NORTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 35 NORTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 36 U.S. GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2017–2023
TABLE 37 U.S. GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 38 U.S. GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 39 CANADA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 40 CANADA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 41 MEXICO GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 42 MEXICO GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 43 APAC GENERATIVE AI IN EDTECH HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 44 ASIA-PACIFIC GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 45 ASIA-PACIFIC GENERATIVE AI IN EDTECH CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 46 ASIA-PACIFIC GENERATIVE AI IN EDTECH CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 47 ASIA-PACIFIC GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 48 CHINA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 49 CHINA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 50 JAPAN GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 51 JAPAN GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 52 KOREA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 53 KOREA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 54 INDIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 55 INDIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 56 SOUTHEAST ASIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 57 SOUTHEAST ASIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 58 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDTECH HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 59 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 60 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 61 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 62 MIDDLE EAST AND AFRICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 63 SAUDI ARABIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 64 SAUDI ARABIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 65 UAE GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 66 UAE GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 67 EGYPT GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 68 EGYPT GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 69 NIGERIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 70 NIGERIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 71 SOUTH AFRICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 72 SOUTH AFRICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 73 EUROPE GENERATIVE AI IN EDTECH HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 74 EUROPE GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 75 EUROPE GENERATIVE AI IN EDTECH CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 76 EUROPE GENERATIVE AI IN EDTECH CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 77 EUROPE GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 78 GERMANY GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 79 GERMANY GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 80 FRANCE GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 81 FRANCE GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 82 UK GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 83 UK GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 84 RUSSIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 85 RUSSIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 86 ITALY GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 87 ITALY GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 88 SOUTH AMERICA GENERATIVE AI IN EDTECH HISTORICAL MARKET ANALYSIS, 2017-2021, (USD MILLION)
TABLE 89 SOUTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 90 SOUTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TECHNOLOGY ANALYSIS, 2022–2031 (USD MILLION)
TABLE 91 SOUTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE DEPLOYMENT MODE ANALYSIS, 2022–2031 (USD MILLION)
TABLE 92 SOUTH AMERICA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031 (USD MILLION)
TABLE 93 BRAZIL GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 94 BRAZIL GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 95 ARGENTINA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 96 ARGENTINA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)
TABLE 97 COLUMBIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE TYPE ANALYSIS, 2022–2031, (USD MILLION)
TABLE 98 COLUMBIA GENERATIVE AI IN EDTECH CURRENT AND FUTURE APPLICATION ANALYSIS, 2022–2031, (USD MILLION)