1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Component
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
- 5.1 Global Applied AI In Education Market 2019 - 2023
- Historic Market Size - Data Table on Global Applied AI In Education Market 2019 - 2023 ($ million)
- 5.2 Component segment analysis 2019 - 2023
- Historic Market Size - Component Segment 2019 - 2023 ($ million)
- 5.3 Deployment segment analysis 2019 - 2023
- Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
- 5.4 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.5 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
- 5.6 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.7 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis
- 6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 6.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Component
- 7.1 Market segments
- Chart on Component - Market share 2024-2029 (%)
- Data Table on Component - Market share 2024-2029 (%)
- 7.2 Comparison by Component
- Chart on Comparison by Component
- Data Table on Comparison by Component
- 7.3 Software - Market size and forecast 2024-2029
- Chart on Software - Market size and forecast 2024-2029 ($ million)
- Data Table on Software - Market size and forecast 2024-2029 ($ million)
- Chart on Software - Year-over-year growth 2024-2029 (%)
- Data Table on Software - Year-over-year growth 2024-2029 (%)
- 7.4 Services - Market size and forecast 2024-2029
- Chart on Services - Market size and forecast 2024-2029 ($ million)
- Data Table on Services - Market size and forecast 2024-2029 ($ million)
- Chart on Services - Year-over-year growth 2024-2029 (%)
- Data Table on Services - Year-over-year growth 2024-2029 (%)
- 7.5 Market opportunity by Component
- Market opportunity by Component ($ million)
- Data Table on Market opportunity by Component ($ million)
8 Market Segmentation by Deployment
- 8.1 Market segments
- Chart on Deployment - Market share 2024-2029 (%)
- Data Table on Deployment - Market share 2024-2029 (%)
- 8.2 Comparison by Deployment
- Chart on Comparison by Deployment
- Data Table on Comparison by Deployment
- 8.3 Cloud - Market size and forecast 2024-2029
- Chart on Cloud - Market size and forecast 2024-2029 ($ million)
- Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
- Chart on Cloud - Year-over-year growth 2024-2029 (%)
- Data Table on Cloud - Year-over-year growth 2024-2029 (%)
- 8.4 On-premises - Market size and forecast 2024-2029
- Chart on On-premises - Market size and forecast 2024-2029 ($ million)
- Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
- Chart on On-premises - Year-over-year growth 2024-2029 (%)
- Data Table on On-premises - Year-over-year growth 2024-2029 (%)
- 8.5 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)
9 Market Segmentation by Application
- 9.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 9.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 9.3 Intelligent tutoring systems - Market size and forecast 2024-2029
- Chart on Intelligent tutoring systems - Market size and forecast 2024-2029 ($ million)
- Data Table on Intelligent tutoring systems - Market size and forecast 2024-2029 ($ million)
- Chart on Intelligent tutoring systems - Year-over-year growth 2024-2029 (%)
- Data Table on Intelligent tutoring systems - Year-over-year growth 2024-2029 (%)
- 9.4 Personalized learning - Market size and forecast 2024-2029
- Chart on Personalized learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Personalized learning - Market size and forecast 2024-2029 ($ million)
- Chart on Personalized learning - Year-over-year growth 2024-2029 (%)
- Data Table on Personalized learning - Year-over-year growth 2024-2029 (%)
- 9.5 Automated grading and assessment - Market size and forecast 2024-2029
- Chart on Automated grading and assessment - Market size and forecast 2024-2029 ($ million)
- Data Table on Automated grading and assessment - Market size and forecast 2024-2029 ($ million)
- Chart on Automated grading and assessment - Year-over-year growth 2024-2029 (%)
- Data Table on Automated grading and assessment - Year-over-year growth 2024-2029 (%)
- 9.6 Administrative automation - Market size and forecast 2024-2029
- Chart on Administrative automation - Market size and forecast 2024-2029 ($ million)
- Data Table on Administrative automation - Market size and forecast 2024-2029 ($ million)
- Chart on Administrative automation - Year-over-year growth 2024-2029 (%)
- Data Table on Administrative automation - Year-over-year growth 2024-2029 (%)
- 9.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 9.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
10 Market Segmentation by End-user
- 10.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- 10.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 10.3 Higher education institutions - Market size and forecast 2024-2029
- Chart on Higher education institutions - Market size and forecast 2024-2029 ($ million)
- Data Table on Higher education institutions - Market size and forecast 2024-2029 ($ million)
- Chart on Higher education institutions - Year-over-year growth 2024-2029 (%)
- Data Table on Higher education institutions - Year-over-year growth 2024-2029 (%)
- 10.4 K–12 schools - Market size and forecast 2024-2029
- Chart on K–12 schools - Market size and forecast 2024-2029 ($ million)
- Data Table on K–12 schools - Market size and forecast 2024-2029 ($ million)
- Chart on K–12 schools - Year-over-year growth 2024-2029 (%)
- Data Table on K–12 schools - Year-over-year growth 2024-2029 (%)
- 10.5 Corporate and enterprise learning - Market size and forecast 2024-2029
- Chart on Corporate and enterprise learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Corporate and enterprise learning - Market size and forecast 2024-2029 ($ million)
- Chart on Corporate and enterprise learning - Year-over-year growth 2024-2029 (%)
- Data Table on Corporate and enterprise learning - Year-over-year growth 2024-2029 (%)
- 10.6 EdTech platforms - Market size and forecast 2024-2029
- Chart on EdTech platforms - Market size and forecast 2024-2029 ($ million)
- Data Table on EdTech platforms - Market size and forecast 2024-2029 ($ million)
- Chart on EdTech platforms - Year-over-year growth 2024-2029 (%)
- Data Table on EdTech platforms - Year-over-year growth 2024-2029 (%)
- 10.7 Technical training centers - Market size and forecast 2024-2029
- Chart on Technical training centers - Market size and forecast 2024-2029 ($ million)
- Data Table on Technical training centers - Market size and forecast 2024-2029 ($ million)
- Chart on Technical training centers - Year-over-year growth 2024-2029 (%)
- Data Table on Technical training centers - Year-over-year growth 2024-2029 (%)
- 10.8 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
11 Customer Landscape
- 11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
12 Geographic Landscape
- 12.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 12.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- 12.4 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- 12.5 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- 12.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- 12.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- 12.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 12.9 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 12.10 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 12.11 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 12.12 South Korea - Market size and forecast 2024-2029
- Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
- 12.13 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 12.14 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- 12.15 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 12.16 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 12.17 Brazil - Market size and forecast 2024-2029
- Chart on Brazil - Market size and forecast 2024-2029 ($ million)
- Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
- Chart on Brazil - Year-over-year growth 2024-2029 (%)
- Data Table on Brazil - Year-over-year growth 2024-2029 (%)
- 12.18 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
13 Drivers, Challenges, and Opportunity/Restraints
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 13.4 Market opportunities/restraints
14 Competitive Landscape
- 14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 14.3 Landscape disruption
- Overview on factors of disruption
- 14.4 Industry risks
- Impact of key risks on business
15 Competitive Analysis
- 15.2 Company ranking index
- 15.3 Market positioning of companies
- Matrix on companies position and classification
- 15.4 Alibaba Group Holding Ltd.
- Alibaba Group Holding Ltd. - Overview
- Alibaba Group Holding Ltd. - Business segments
- Alibaba Group Holding Ltd. - Key news
- Alibaba Group Holding Ltd. - Key offerings
- Alibaba Group Holding Ltd. - Segment focus
- SWOT
- 15.5 Carnegie Learning Inc.
- Carnegie Learning Inc. - Overview
- Carnegie Learning Inc. - Product / Service
- Carnegie Learning Inc. - Key offerings
- SWOT
- 15.6 Century Tech Ltd.
- Century Tech Ltd. - Overview
- Century Tech Ltd. - Product / Service
- Century Tech Ltd. - Key offerings
- SWOT
- 15.7 Cognii Inc.
- Cognii Inc. - Overview
- Cognii Inc. - Product / Service
- Cognii Inc. - Key offerings
- SWOT
- 15.8 Coursera Inc.
- Coursera Inc. - Overview
- Coursera Inc. - Business segments
- Coursera Inc. - Key news
- Coursera Inc. - Key offerings
- Coursera Inc. - Segment focus
- SWOT
- 15.9 DreamBox Learning Inc.
- DreamBox Learning Inc. - Overview
- DreamBox Learning Inc. - Product / Service
- DreamBox Learning Inc. - Key offerings
- SWOT
- 15.10 Duolingo Inc.
- Duolingo Inc. - Overview
- Duolingo Inc. - Product / Service
- Duolingo Inc. - Key offerings
- SWOT
- 15.11 Knewton Inc.
- Knewton Inc. - Overview
- Knewton Inc. - Product / Service
- Knewton Inc. - Key offerings
- SWOT
- 15.12 McGraw Hill LLC
- McGraw Hill LLC - Overview
- McGraw Hill LLC - Product / Service
- McGraw Hill LLC - Key news
- McGraw Hill LLC - Key offerings
- SWOT
- 15.13 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 15.14 Pearson Plc
- Pearson Plc - Overview
- Pearson Plc - Business segments
- Pearson Plc - Key news
- Pearson Plc - Key offerings
- Pearson Plc - Segment focus
- SWOT
- 15.15 Quizlet Inc.
- Quizlet Inc. - Overview
- Quizlet Inc. - Product / Service
- Quizlet Inc. - Key offerings
- SWOT
- 15.16 Riiid Inc.
- Riiid Inc. - Overview
- Riiid Inc. - Product / Service
- Riiid Inc. - Key offerings
- SWOT
- 15.17 Squirrel AI Learning
- Squirrel AI Learning - Overview
- Squirrel AI Learning - Product / Service
- Squirrel AI Learning - Key offerings
- SWOT
- 15.18 Think and Learn Pvt. Ltd.
- Think and Learn Pvt. Ltd. - Overview
- Think and Learn Pvt. Ltd. - Product / Service
- Think and Learn Pvt. Ltd. - Key offerings
- SWOT
16 Appendix
- 16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 16.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 16.4 Research methodology
- 16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 16.9 360 degree market analysis
- 360 degree market analysis
- 16.10 List of abbreviations
Research Framework
Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.
INFORMATION SOURCES
Primary sources
- Manufacturers and suppliers
- Channel partners
- Industry experts
- Strategic decision makers
Secondary sources
- Industry journals and periodicals
- Government data
- Financial reports of key industry players
- Historical data
- Press releases

DATA ANALYSIS
Data Synthesis
- Collation of data
- Estimation of key figures
- Analysis of derived insights
Data Validation
- Triangulation with data models
- Reference against proprietary databases
- Corroboration with industry experts

REPORT WRITING
Qualitative
- Market drivers
- Market challenges
- Market trends
- Five forces analysis
Quantitative
- Market size and forecast
- Market segmentation
- Geographical insights
- Competitive landscape