
Predictive Disease Analytics Market Share, Size, Trends, Industry Analysis Report, By Component (Software, Service, and Hardware); By Deployment; By End-User; By Region; Segment Forecast, 2023 - 2032
Description
The global predictive disease analytics market size is expected to reach USD 20.64 billion by 2034, according to a new study by Polaris Market Research. The report “Predictive Disease Analytics Market Share, Size, Trends, Industry Analysis Report, By Component (Software, Service, and Hardware); By Deployment; By End User; By Region; Segment Forecast, 2025 - 2034” gives a detailed insight into current market dynamics and provides analysis on future market growth.
Predictive disease analytics in healthcare has significantly improved care and enhanced outcomes by implementing various technologies such as artificial intelligence, data mining, statistics, etc. For instance, in November 2022, Zephyr AI & MedStar Health partnered to develop their AI-based product, which enhances predictive analytical capabilities for chronic diseases. AI & machine learning are keys to unlocking patient data and solving various complex problems in healthcare. With technological development, predictive analytics have tremendously impacted the overall healthcare industry.
Healthcare has been digitized for many years, creating massive patient care and outcomes changes. Providers and health systems are exploring diverse methods to use big data platforms and AI for predictive analytics. For example, Penn Medicine observed that the predictive model could recognize almost 85% of sepsis cases. It also recognized between 20 and 30% of heart failure patients who had not been appropriately identified. The accuracy of these solutions is largely improving the demand for analytics. These solutions are assisting health organizations in transitioning from merely learning what has already occurred to using that data to more consistently forecast what will occur.
Government support is playing a huge role in helping to improve global revenue. The governments of several countries worldwide are investing millions of dollars in predictive disease analytics. For example, in March 2023, the UK government committed over USD 16.9 million to businesses at the forefront of this field in an effort to employ artificial intelligence (AI) to enhance patient diagnostics. Over three rounds of awards, USD 130 million has been spent on 86 AI solutions, assisting over 300,000 patients and enhancing their care and treatment for illnesses like cancer, heart disease, diabetes, mental illness, and neurological disorders. This factor is boosting the market’s revenue globally.
Predictive Disease Analytics Market Report Highlights
Software segment is expected to lead the global market share in 2024 primarily due to growing digitalization across the globe
Cloud-based segment is expected to grow with the fastest CAGR due to largely expanding user engagement, improved efficiency, and flexibility
Healthcare payer segment was dominating the global market share in 2024. This is attributed to the growing adoption of predictive disease analytics tools among many payers
North America held the largest share in 2024 due to the presence of several market leaders in the region, increasing cases of chronic diseases, and growing healthcare expenditure
The global predictive disease analytics market involves Oracle, IBM, SAS, Allscripts Healthcare Solutions, MedeAnalytics, Health Catalyst, and Apixio.
Polaris Market Research has segmented the predictive disease analytics market report based on component, deployment, end-user, and region:
Predictive Disease Analytics, Component Outlook (Revenue - USD Billion, 2020 - 2034)
Software
Service
Hardware
Predictive Disease Analytics, Deployment Outlook (Revenue - USD Billion, 2020 - 2034)
On-premises
Cloud-based
Predictive Disease Analytics, End User Outlook (Revenue - USD Billion, 2020 - 2034)
Healthcare payers
Healthcare providers
Others
Predictive Disease Analytics, Regional Outlook (Revenue - USD Billion, 2020-2034)
North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
Russia
Netherlands
Asia Pacific
China
India
Japan
South Korea
Indonesia
Malaysia
Latin America
Argentina
Brazil
Mexico
Middle East & Africa
UAE
Saudi Arabia
Israel
South Afric
Predictive disease analytics in healthcare has significantly improved care and enhanced outcomes by implementing various technologies such as artificial intelligence, data mining, statistics, etc. For instance, in November 2022, Zephyr AI & MedStar Health partnered to develop their AI-based product, which enhances predictive analytical capabilities for chronic diseases. AI & machine learning are keys to unlocking patient data and solving various complex problems in healthcare. With technological development, predictive analytics have tremendously impacted the overall healthcare industry.
Healthcare has been digitized for many years, creating massive patient care and outcomes changes. Providers and health systems are exploring diverse methods to use big data platforms and AI for predictive analytics. For example, Penn Medicine observed that the predictive model could recognize almost 85% of sepsis cases. It also recognized between 20 and 30% of heart failure patients who had not been appropriately identified. The accuracy of these solutions is largely improving the demand for analytics. These solutions are assisting health organizations in transitioning from merely learning what has already occurred to using that data to more consistently forecast what will occur.
Government support is playing a huge role in helping to improve global revenue. The governments of several countries worldwide are investing millions of dollars in predictive disease analytics. For example, in March 2023, the UK government committed over USD 16.9 million to businesses at the forefront of this field in an effort to employ artificial intelligence (AI) to enhance patient diagnostics. Over three rounds of awards, USD 130 million has been spent on 86 AI solutions, assisting over 300,000 patients and enhancing their care and treatment for illnesses like cancer, heart disease, diabetes, mental illness, and neurological disorders. This factor is boosting the market’s revenue globally.
Predictive Disease Analytics Market Report Highlights
Software segment is expected to lead the global market share in 2024 primarily due to growing digitalization across the globe
Cloud-based segment is expected to grow with the fastest CAGR due to largely expanding user engagement, improved efficiency, and flexibility
Healthcare payer segment was dominating the global market share in 2024. This is attributed to the growing adoption of predictive disease analytics tools among many payers
North America held the largest share in 2024 due to the presence of several market leaders in the region, increasing cases of chronic diseases, and growing healthcare expenditure
The global predictive disease analytics market involves Oracle, IBM, SAS, Allscripts Healthcare Solutions, MedeAnalytics, Health Catalyst, and Apixio.
Polaris Market Research has segmented the predictive disease analytics market report based on component, deployment, end-user, and region:
Predictive Disease Analytics, Component Outlook (Revenue - USD Billion, 2020 - 2034)
Software
Service
Hardware
Predictive Disease Analytics, Deployment Outlook (Revenue - USD Billion, 2020 - 2034)
On-premises
Cloud-based
Predictive Disease Analytics, End User Outlook (Revenue - USD Billion, 2020 - 2034)
Healthcare payers
Healthcare providers
Others
Predictive Disease Analytics, Regional Outlook (Revenue - USD Billion, 2020-2034)
North America
U.S.
Canada
Europe
Germany
UK
France
Italy
Spain
Russia
Netherlands
Asia Pacific
China
India
Japan
South Korea
Indonesia
Malaysia
Latin America
Argentina
Brazil
Mexico
Middle East & Africa
UAE
Saudi Arabia
Israel
South Afric
Table of Contents
130 Pages
- 1. Introduction
- 1.1. Report Description
- 1.1.1. Objectives of the Study
- 1.1.2. Market Scope
- 1.1.3. Assumptions
- 1.2. Stakeholders
- 2. Executive Summary
- 2.1. Market Highlights
- 3. Research Methodology
- 3.1. Overview
- 3.1.1. Data Mining
- 3.2. Data Sources
- 3.2.1. Primary Sources
- 3.2.2. Secondary Sources
- 4. Global AI in K-12 Education Market Insights
- 4.1. AI in K-12 Education Market – Market Snapshot
- 4.2. AI in K-12 Education Market Dynamics
- 4.2.1. Drivers and Opportunities
- 4.2.1.1. Global Expansion of Global AI Learning Platforms
- 4.2.1.2. Increasing Global Policy Initiatives
- 4.2.2. Restraints and Challenges
- 4.2.2.1. Limited Digital Infrastructure in Rural or Developing Regions
- 4.3. Porter’s Five Forces Analysis
- 4.3.1. Bargaining Power of Suppliers (Moderate)
- 4.3.2. Threats of New Entrants: (Low)
- 4.3.3. Bargaining Power of Buyers (Moderate)
- 4.3.4. Threat of Substitute (Moderate)
- 4.3.5. Rivalry among existing firms (High)
- 4.4. PESTEL Analysis
- 4.5. AI in K-12 Education Market Trends
- 4.6. Value Chain Analysis
- 5. Global AI in K-12 Education Market, by Component
- 5.1. Key Findings
- 5.2. Introduction
- 5.2.1. Global AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 5.3. Solution
- 5.3.1. Global AI in K-12 Education Market, by Solution, by Region, 2020-2034 (USD Million)
- 5.4. Services
- 5.4.1. Global AI in K-12 Education Market, by Services, by Region, 2020-2034 (USD Million)
- 6. Global AI in K-12 Education Market, by Deployment
- 6.1. Key Findings
- 6.2. Introduction
- 6.2.1. Global AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 6.3. Cloud
- 6.3.1. Global AI in K-12 Education Market, by Cloud, by Region, 2020-2034 (USD Million)
- 6.4. On-premises
- 6.4.1. Global AI in K-12 Education Market, by On-premises, by Region, 2020-2034 (USD Million)
- 7. Global AI in K-12 Education Market, by Technology
- 7.1. Key Findings
- 7.2. Introduction
- 7.2.1. Global AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 7.3. Natural Language Processing (NLP)
- 7.3.1. Global AI in K-12 Education Market, by Natural Language Processing (NLP), by Region, 2020-2034 (USD Million)
- 7.4. Machine Learning
- 7.4.1. Global AI in K-12 Education Market, by Machine Learning, by Region, 2020-2034 (USD Million)
- 8. Global AI in K-12 Education Market, by Application
- 8.1. Key Findings
- 8.2. Introduction
- 8.2.1. Global AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 8.3. Learning Platform & Virtual Facilitators
- 8.3.1. Global AI in K-12 Education Market, by Learning Platform & Virtual Facilitators by Region, 2020-2034 (USD Million)
- 8.4. Intelligent Tutoring System (ITS)
- 8.4.1. Global AI in K-12 Education Market, by Intelligent Tutoring System (ITS), by Region, 2020-2034 (USD Million)
- 8.5. Smart Content
- 8.5.1. Global AI in K-12 Education Market, by Smart Content, by Region, 2020-2034 (USD Million)
- 8.6. Fraud and Risk Management
- 8.6.1. Global AI in K-12 Education Market, by Fraud and Risk Management, by Region, 2020-2034 (USD Million)
- 8.7. Others
- 8.7.1. Global AI in K-12 Education Market, by Others, by Region, 2020-2034 (USD Million)
- 9. Global AI in K-12 Education Market, by Geography
- 9.1. Key Findings
- 9.2. Introduction
- 9.2.1. AI in K-12 Education Market Assessment, By Geography, 2020-2034 (USD Million)
- 9.3. AI in K-12 Education Market – North America
- 9.3.1. North America: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.3.2. North America: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.3.3. North America: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.3.4. North America: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.3.5. AI in K-12 Education Market – U.S.
- 9.3.5.1. U.S.: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.3.5.2. U.S.: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.3.5.3. U.S.: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.3.5.4. U.S.: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.3.6. AI in K-12 Education Market – Canada
- 9.3.6.1. Canada: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.3.6.2. Canada: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.3.6.3. Canada: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.3.6.4. Canada: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4. AI in K-12 Education Market – Europe
- 9.4.1. Europe: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.2. Europe: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.3. Europe: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.4. Europe: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.5. AI in K-12 Education Market – UK
- 9.4.5.1. UK: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.5.2. UK: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.5.3. UK: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.5.4. UK: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.6. AI in K-12 Education Market – France
- 9.4.6.1. France: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.6.2. France: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.6.3. France: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.6.4. France: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.7. AI in K-12 Education Market – Germany
- 9.4.7.1. Germany: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.7.2. Germany: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.7.3. Germany: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.7.4. Germany: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.8. AI in K-12 Education Market – Italy
- 9.4.8.1. Italy: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.8.2. Italy: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.8.3. Italy: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.8.4. Italy: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.9. AI in K-12 Education Market – Spain
- 9.4.9.1. Spain: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.9.2. Spain: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.9.3. Spain: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.9.4. Spain: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.10. AI in K-12 Education Market – Netherlands
- 9.4.10.1. Netherlands: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.10.2. Netherlands: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.10.3. Netherlands: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.10.4. Netherlands: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.11. AI in K-12 Education Market – Russia
- 9.4.11.1. Russia: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.11.2. Russia: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.11.3. Russia: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.11.4. Russia: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.4.12. AI in K-12 Education Market – Rest of Europe
- 9.4.12.1. Rest of Europe: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.4.12.2. Rest of Europe: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.4.12.3. Rest of Europe: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.4.12.4. Rest of Europe: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5. AI in K-12 Education Market – Asia Pacific
- 9.5.1. Asia Pacific: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.2. Asia Pacific: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.3. Asia Pacific: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.4. Asia Pacific: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.5. AI in K-12 Education Market – China
- 9.5.5.1. China: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.5.2. China: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.5.3. China: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.5.4. China: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.6. AI in K-12 Education Market – India
- 9.5.6.1. India: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.6.2. India: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.6.3. India: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.6.4. India: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.7. AI in K-12 Education Market – Malaysia
- 9.5.7.1. Malaysia: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.7.2. Malaysia: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.7.3. Malaysia: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.7.4. Malaysia: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.8. AI in K-12 Education Market – Japan
- 9.5.8.1. Japan: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.8.2. Japan: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.8.3. Japan: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.8.4. Japan: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.9. AI in K-12 Education Market – Indonesia
- 9.5.9.1. Indonesia: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.9.2. Indonesia: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.9.3. Indonesia: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.9.4. Indonesia: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.10. AI in K-12 Education Market – South Korea
- 9.5.10.1. South Korea: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.10.2. South Korea: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.10.3. South Korea: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.10.4. South Korea: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.11. AI in K-12 Education Market – Australia
- 9.5.11.1. Australia: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.11.2. Australia: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.11.3. Australia: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.11.4. Australia: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.5.12. AI in K-12 Education Market – Rest of Asia Pacific
- 9.5.12.1. Rest of Asia Pacific: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.5.12.2. Rest of Asia Pacific: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.5.12.3. Rest of Asia Pacific: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.5.12.4. Rest of Asia Pacific: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.6. AI in K-12 Education Market – Middle East & Africa
- 9.6.1. Middle East & Africa: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.6.2. Middle East & Africa: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.6.3. Middle East & Africa: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.6.4. Middle East & Africa: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.6.5. AI in K-12 Education Market – Saudi Arabia
- 9.6.5.1. Saudi Arabia: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.6.5.2. Saudi Arabia: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.6.5.3. Saudi Arabia: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.6.5.4. Saudi Arabia: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.6.6. AI in K-12 Education Market – UAE
- 9.6.6.1. UAE: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.6.6.2. UAE: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.6.6.3. UAE: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.6.6.4. UAE: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.6.7. AI in K-12 Education Market – Israel
- 9.6.7.1. Israel: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.6.7.2. Israel: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.6.7.3. Israel: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.6.7.4. Israel: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.6.8. AI in K-12 Education Market – South Africa
- 9.6.8.1. South Africa: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.6.8.2. South Africa: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.6.8.3. South Africa: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.6.8.4. South Africa: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.6.9. AI in K-12 Education Market – Rest of Middle East & Africa
- 9.6.9.1. Rest of Middle East & Africa: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.6.9.2. Rest of Middle East & Africa: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.6.9.3. Rest of Middle East & Africa: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.6.9.4. Rest of Middle East & Africa: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.7. AI in K-12 Education Market – Latin America
- 9.7.1. Latin America: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.7.2. Latin America: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.7.3. Latin America: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.7.4. Latin America: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.7.5. AI in K-12 Education Market – Mexico
- 9.7.5.1. Mexico: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.7.5.2. Mexico: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.7.5.3. Mexico: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.7.5.4. Mexico: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.7.6. AI in K-12 Education Market – Brazil
- 9.7.6.1. Brazil: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.7.6.2. Brazil: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.7.6.3. Brazil: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.7.6.4. Brazil: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.7.7. AI in K-12 Education Market – Argentina
- 9.7.7.1. Argentina: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.7.7.2. Argentina: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.7.7.3. Argentina: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.7.7.4. Argentina: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 9.7.8. AI in K-12 Education Market – Rest of Latin America
- 9.7.8.1. Rest of Latin America: AI in K-12 Education Market, by Component, 2020-2034 (USD Million)
- 9.7.8.2. Rest of Latin America: AI in K-12 Education Market, by Deployment, 2020-2034 (USD Million)
- 9.7.8.3. Rest of Latin America: AI in K-12 Education Market, by Technology, 2020-2034 (USD Million)
- 9.7.8.4. Rest of Latin America: AI in K-12 Education Market, by Application, 2020-2034 (USD Million)
- 10. Competitive Landscape
- 10.1. Expansion and Acquisition Analysis
- 10.1.1. Expansion
- 10.1.2. Acquisitions
- 10.2. Partnerships/Collaborations/Agreements/Exhibitions
- 11. Company Profiles
- 11.1. Amazon Web Services, Inc.
- 11.1.1. Company Overview
- 11.1.2. Financial Performance
- 11.1.3. Product Benchmarking
- 11.1.4. Recent Development
- 11.2. Carnegie Learning
- 11.2.1. Company Overview
- 11.2.2. Financial Performance
- 11.2.3. Product Benchmarking
- 11.2.4. Recent Development
- 11.3. Cognizant
- 11.3.1. Company Overview
- 11.3.2. Financial Performance
- 11.3.3. Product Benchmarking
- 11.3.4. Recent Development
- 11.4. Google LLC
- 11.4.1. Company Overview
- 11.4.2. Financial Performance
- 11.4.3. Product Benchmarking
- 11.4.4. Recent Development
- 11.5. Graham Holdings Company
- 11.5.1. Company Overview
- 11.5.2. Financial Performance
- 11.5.3. Product Benchmarking
- 11.5.4. Recent Development
- 11.6. Houghton Mifflin Harcourt
- 11.6.1. Company Overview
- 11.6.2. Financial Performance
- 11.6.3. Product Benchmarking
- 11.6.4. Recent Development
- 11.7. IBM Corporation
- 11.7.1. Company Overview
- 11.7.2. Financial Performance
- 11.7.3. Product Benchmarking
- 11.7.4. Recent Development
- 11.8. Integem
- 11.8.1. Company Overview
- 11.8.2. Financial Performance
- 11.8.3. Product Benchmarking
- 11.8.4. Recent Development
- 11.9. McGraw Hill
- 11.9.1. Company Overview
- 11.9.2. Financial Performance
- 11.9.3. Product Benchmarking
- 11.9.4. Recent Development
- 11.10. Microsoft Corporation
- 11.10.1. Company Overview
- 11.10.2. Financial Performance
- 11.10.3. Product Benchmarking
- 11.10.4. Recent Development
- 11.11. Pearson Plc
- 11.11.1. Company Overview
- 11.11.2. Financial Performance
- 11.11.3. Product Benchmarking
- 11.11.4. Recent Development
- 11.12. Smart Sparrow
- 11.12.1. Company Overview
- 11.12.2. Financial Performance
- 11.12.3. Product Benchmarking
- 11.12.4. Recent Development
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