고등교육 분야 AI 시장

This report will offer an in-depth analysis of the global AI in higher education market and analyze important market forces. It will examine detailed policy and guidance along with institutional guidelines, and provide key use cases analysis by faculty, students and administrative staff. The report will also cover the impact of AI adoption, including investments and funding by platform providers and end users. In addition, the market ecosystem covering AI technology and platform providers, content and learning solution providers, system integrators and service providers, higher education institutions and end users will be analyzed, supported by a sentiment index survey to provide key insights on adoption, investments, the market ecosystem and other crucial parameters.

Report Scope

• This report provides an overview of the global market for artificial intelligence (AI) in higher education and analyzes market trends.
• The study focuses on providing insight into AI in higher education.
• In-depth policy and guidance, along with institutional guidelines, are analyzed.
• Market dynamics, including key drivers, challenges, and opportunities, are covered.
• The research also covers the impact of AI adoption, along with investments and funding by platform providers and end users.
• The report analyzes in detail the market ecosystem covering AI technology and platform providers, content and learning solution providers, systems integrators and service providers, and higher education institutions.
• A survey was conducted to provide insights for adoption, investments and the market ecosystem.
• The report also covers the sentiment index on four key parameters for AI in higher education: adoption, disruption, use cases and spending.

Report Includes

• An overview of artificial intelligence (AI) adoption and its role in the global higher education sector
• Analysis of key market forces shaping AI use in higher education, including drivers, challenges, trends, and opportunities
• Review of AI policies, regulations, governance frameworks, and institutional guidelines across major regions
• Examination of AI readiness, adoption pathways, and value chain stakeholders in higher education
• Assessment of the impact of U.S. tariffs and trade policies on the AI in higher education market
• Analysis of key AI use cases for faculty, students, and administrative staff
• Evaluation of AI adoption impact, including investments and funding by platform providers and end users
• AI Sentiment Index analysis covering adoption, disruption, spending, and use cases in higher education
• Analysis of the competitive landscape, including AI platform providers, solution providers, system integrators, and service providers
• Insights from primary research highlighting key pain points, unmet needs, and emerging areas
• Overview of the market ecosystem involving technology providers, content and learning solution providers, and higher education institutions
• Company profiles of the leading players

Table of Contents

Chapter 1 Introduction

• Scope of Report
• Market Summary
• Integration of Technology
• Market Dynamics and Growth Factors
• Future Trends and Developments
• Policy Viewpoint
• Sentiment Index Viewpoint
• Conclusion

Chapter 2 AI Policy, Readiness and Market Foundations in Top Universities

• Role of AI in Higher Education
• AI Roadmap and Adoption Pathways in Higher Education
• AI Roadmap
• Adoption Pathways
• AI Frameworks and Governance
• AI Policies and Guidelines
• Importance of Regulations
• Implementation or Experimentation of AI in Key Universities
• University of Oxford
• Massachusetts Institute of Technology (MIT)
• Princeton University
• University of Cambridge
• Harvard University
• Stanford University
• California Institute of Technology (Caltech)
• Imperial College London
• University of California (UC)
• Yale University
• ETH Zurich
• Tsinghua University
• University of Pennsylvania
• University of Chicago
• Johns Hopkins University
• National University of Singapore
• Cornell University
• Columbia University

Chapter 3 Market Forces

• Market Forces Snapshot
• Market Drivers
• Enhancement of the Personalized Learning Experience
• Automation of Administrative Tasks
• Integration of AI into Curriculum Development
• Market Challenges and Restraints
• Algorithmic Bias
• Data Privacy
• Faculty and Staff Resistance to Adopting AI
• Market Opportunities
• AI Tutors and Virtual Classrooms
• Embracing Generative AI in Higher Education
• Automated Grading and Rubric Scoring

Chapter 4 AI Sentiment Index Analysis: Higher Education

• Overview of the AI Sentiment Index
• Sentiment Index Analysis Methodology and Data Sources
• How Is It Calculated?
• AI Sentiment Scores
• Analysis
• Four Categories of Sentiment
• Adoption
• Disruption
• Use Case
• Spend
• Cross-Application Insights
• Faculty
• Students
• Administrators
• AI Adoption: Sentiment Analysis
• Introduction
• AI Adoption: Sentiment Analysis by Application
• AI Disruption: Sentiment Analysis
• Introduction
• AI Disruption: Sentiment Analysis by Application
• AI Use Cases: Sentiment Analysis
• Introduction
• AI Use Cases: Sentiment Analysis by Application
• AI Spend: Sentiment Analysis
• Introduction
• AI Spend: Sentiment Analysis by Application

Chapter 5 AI Competitive Landscape

• AI Stack Providers Snapshot: Platform, Infrastructure and Service
• Platform Providers
• Infrastructure Providers
• Service Providers
• Recent Developments and Strategic Initiatives
• Investments and Grants for AI in Higher Education
• AI in the EdTech Sector
• AI Startups in EdTech
• Funding in AI Companies in EdTech
• Market Ecosystem
• Learning Management Platforms
• Adaptive/Personalized Learning
• Assessment Tools
• Content Detection Tools
• Assistance Tools
• Higher Education Universities
• Product Mapping Analysis
• Primary Research Insights (From Universities' Perspectives)
• Role of AI in Higher Education
• Key AI Tools Used by Students
• How Should AI Assist Universities?
• Viewpoints of Primary Respondents on AI in Higher Education

Chapter 6 Appendix

• Methodology
• References
• Abbreviations