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Artificial Intelligence (AI) Market in Education to Grow by USD 2.32 Billion by 2028, Emphasis on Customized Learning Paths Boosts Market, Report on How AI is Driving Transformation – Technavio

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NEW YORK, Feb. 4, 2025 /PRNewswire/ — Report with the AI impact on market trends – The global artificial intelligence (ai) market in education sector size is estimated to grow by USD 2.32 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of about 52.65% during the forecast period. Growing emphasis on customized learning paths using ai is driving market growth, with a trend towards increased emphasis on chatbots. However, high cost associated with ai poses a challenge. Key market players include 2U Inc., Alphabet Inc., Amazon.com Inc., Brainly, Carnegie Learning Inc., Century Tech Ltd., Cognii Inc., Cognizant Technology Solutions Corp., DreamBox Learning Inc., Fishtree Inc., International Business Machines Corp., Jenzabar Inc., John Wiley and Sons Inc., Kaltura Inc., LAIX Inc., McGraw Hill LLC, Microsoft Corp., n2y LLC, Pearson Plc, and Quantum Adaptive Learning LLC.

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Artificial Intelligence (AI) Market In Education Sector Scope

Report Coverage

Details

Base year

2023

Historic period

2018 – 2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 52.65%

Market growth 2024-2028

USD 2321.8 million

Market structure

Fragmented

YoY growth 2022-2023 (%)

37.35

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 43%

Key countries

US, China, UK, Germany, and Canada

Key companies profiled

2U Inc., Alphabet Inc., Amazon.com Inc., Brainly, Carnegie Learning Inc., Century Tech Ltd., Cognii Inc., Cognizant Technology Solutions Corp., DreamBox Learning Inc., Fishtree Inc., International Business Machines Corp., Jenzabar Inc., John Wiley and Sons Inc., Kaltura Inc., LAIX Inc., McGraw Hill LLC, Microsoft Corp., n2y LLC, Pearson Plc, and Quantum Adaptive Learning LLC

Market Driver

Artificial Intelligence (AI) is revolutionizing the education sector with EdTech companies leading the way. AI in education, also known as Edutainment, is transforming online learning through intelligent systems and algorithms. Skilled professionals are in demand for AI startups developing adaptive learning platforms and intelligent tutoring systems. Machine learning (ML) and computer vision are key technologies, providing personalized recommendations and feedback. Higher education and K-12 schools are adopting AI for student engagement and educational outcomes. Corporate training is leveraging AI for skills gap analysis and personalized learning experiences. AI technologies are enhancing teaching experiences, streamlining administrative tasks, and providing real-time communication. Cloud-based solutions and on-premises infrastructure are both used for content delivery and learning pathways. Deep learning and data analysis help educational institutions map academic progress and assess student performance. AI-enabled solutions are also used for peer-to-peer learning and educational experiences. AI platforms offer managed services and professional services for digitalization and administrative workload reduction. Overall, AI is enabling innovative educational tools and models for a more effective and efficient learning experience. 

Artificial Intelligence (AI) is revolutionizing the education sector through the implementation of chatbots. These digital assistants utilize AI, Machine Learning (ML), and deep learning technologies to interact with students, answer queries, and perform various functions. Chatbots can store, process, and communicate data efficiently, offering a diverse range of benefits. They can assess and correct assessments, facilitate learning through spaced repetition, and keep track of subjects learned using deep learning technology. As the education industry continues to explore the potential of chatbots, vendors are presented with new business opportunities. 

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Market Challenges

Artificial Intelligence (AI) is revolutionizing the education sector through EdTech, Edutainment, and online learning. Skilled professionals in AI are in high demand for developing intelligent systems like adaptive learning platforms and intelligent tutoring systems. AI startups are creating innovative educational tools using machine learning (ML), computer vision, and deep learning. Higher education and K-12 schools are adopting AI for personalized recommendations, instructional activities, and student engagement. Corporate training is leveraging AI for skills gap analysis and tailored content delivery. AI technologies are enhancing teaching experiences by providing personalized feedback, real-time communication, and educational experiences. Virtual facilitators and smart content are making learning more interactive and engaging. Technology infrastructure, including cloud-based solutions and on-premises systems, is essential for delivering AI-enabled solutions. AI is also transforming administrative tasks, such as data management and assessment processes, making them more efficient and effective. AI platforms are providing learners with personalized learning experiences, adapting to their individual needs, and improving student performance. The future of education lies in AI-driven digitalization, offering adaptive learning pathways, peer-to-peer learning, and administrative workload reduction.The integration of Artificial Intelligence (AI) in the education sector is a significant trend, offering numerous benefits such as personalized learning and improved student outcomes. However, the high cost of developing and implementing AI solutions remains a major challenge. Schools and educational institutions must consider the expenses involved in procuring and maintaining AI software. The adoption of AI in education requires substantial investment and research into its applicability. Despite the growing availability of AI solutions, their implementation in many public schools and colleges is hindered by the significant financial commitment required.

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Segment Overview 

This artificial intelligence (ai) market in education sector report extensively covers market segmentation by

End-userHigher EducationK-12Learning MethodLearner ModelPedagogical ModelDomain ModelGeographyNorth AmericaEuropeAPACSouth AmericaMiddle East And Africa

1.1 Higher education- The global AI market in education is experiencing consistent growth as institutions worldwide adopt AI solutions to enhance the quality of education and create personalized learning experiences for students. Universities are leveraging AI to automate administrative tasks, such as grading, at a lower cost and with fewer errors. IBM’s Watson is an example of an AI solution being used in this way. Additionally, AI is being used to provide experiential learning environments and act as virtual tutors and assistants for both students and teachers. Carnegie Mellon University’s Open Learning Initiative (OLI) is an example of this, with its AI-based cognitive tutors. Gradescope is another AI-powered tool that simplifies the grading process by sorting and analyzing student work, saving time and providing valuable feedback. Federal funding, collaborations, and the growing emphasis on AI as virtual assistants and ITS are key drivers of market growth in this sector.

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Research Analysis

Artificial Intelligence (AI) is revolutionizing the education sector by enhancing learning experiences and automating administrative tasks. EdTech companies are integrating AI technologies like machine learning (ML) and deep learning into their platforms to provide personalized recommendations based on learner and pedagogical models. Adaptive learning platforms use intelligent systems and algorithms to analyze data and deliver knowledge in real-time, adapting to each learner’s unique needs. Intelligent tutoring systems offer one-on-one instructional activities, while AI-driven content generation creates engaging Edutainment experiences. AI in education is transforming online learning by making it more effective and efficient, with cloud-based and on-premises solutions catering to the needs of skilled professionals and institutions. AI-driven data analysis and administrative task automation are streamlining administrative processes and freeing up time for educators to focus on teaching. The future of education is here, and AI is leading the way.

Market Research Overview

Artificial Intelligence (AI) is revolutionizing the education sector with its ability to provide personalized learning experiences, enhance teaching experiences, and automate administrative tasks. EdTech, online education, and Edutainment are embracing AI to deliver intelligent systems that use machine learning (ML) algorithms for data analysis and personalized recommendations. AI startups are developing adaptive learning platforms and intelligent tutoring systems that provide tailored content and individualized instruction, addressing learning gaps and student engagement. Technology infrastructure, including cloud and on-premises solutions, enables the delivery of digital education and interactive learning tools. AI-enabled solutions are transforming K-12 schools, higher education, and corporate training, providing educational experiences and real-time communication. AI technologies, including computer vision and deep learning, are used for content delivery systems, learning pathways, and assessment processes. The integration of AI in education is bridging the skills gap, improving educational outcomes, and providing innovative educational tools for learners.

Table of Contents:

1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation

End-userHigher EducationK-12Learning MethodLearner ModelPedagogical ModelDomain ModelGeographyNorth AmericaEuropeAPACSouth AmericaMiddle East And Africa

7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix

About Technavio

Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.

With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.

Contacts

Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/

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Media Advisory – Minister Hodgson to deliver keynote speech on One Year of Nation Building

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TORONTO, April 22, 2026 /CNW/ – The Minister of Energy and Natural Resources, the Honourable Tim Hodgson, will speak at the Empire Club of Canada regarding this past year’s accomplishments and future strategic directions.

Date: April 24, 2026

Time: 11:30 a.m. ET

All accredited media are asked to register using the Empire Club’s press accreditation and registration form. Details on how to participate will be provided upon registration.

Follow Natural Resources Canada on LinkedIn.

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Harness Delivers Unified AI Intelligence Across Software Delivery with Google Cloud

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Harness integrates Google Cloud’s Developer Connect into its Software Delivery Knowledge Graph to give engineering teams smarter, faster AI-driven insights

SAN FRANCISCO, April 22, 2026 /PRNewswire/ — Harness, the AI Software Delivery Platform™ company, today announced that it will bring together Harness’s Software Delivery Knowledge Graph and Google Cloud’s Developer Connect. The initiative gives joint customers a unified, AI-ready view of their entire software delivery lifecycle, and the intelligence to act on it with confidence.

The announcement was made at Google Cloud Next, where Harness also won the 2026 Google Cloud Technology Partner of the Year Award in the Application Development – DevOps category.

The Missing Piece in AI Software Delivery

Modern software delivery environments are inherently complex. Pipelines, services, build and deploy infrastructure, artifacts, and dependencies are deeply interconnected — and the data that describes how they relate to one another is scattered across dozens of tools. As organizations accelerate their adoption of AI-powered engineering, that fragmentation becomes a critical liability. AI is only as effective as the context it can access, and today, most AI agents are operating with an incomplete picture.

Harness is addressing this challenge head-on. By integrating Google Cloud Developer Connect insights into the Harness Software Delivery Knowledge Graph, joint customers gain a continuously updated, relationship-aware model of their software delivery environment that spans both platforms, bridging the visibility gap between development and production so that AI agents can operate with complete and reliable context. For engineering teams, this translates directly to making decisions grounded in situational awareness rather than generic training data, allowing them to execute complex workflows with greater accuracy.

Where the Partnership Comes to Life

For joint customers of Harness and Google Cloud, this integration means Harness AI can now make smarter, faster decisions on their behalf. By bringing together deployment event logs, runtime data, and application dependency information from Google Cloud into the Harness Software Delivery Knowledge Graph, teams gain a continuously updated, comprehensive view of their software delivery environment. When an issue arises, engineers can diagnose and remediate faster, trace problems back to specific source files or infrastructure, and link artifacts to the teams responsible for them, without having to manually piece together context from multiple systems.

The result is AI that works harder for customers. With richer context available upfront, AI agents can operate more efficiently, delivering answers and recommendations that reflect the true state of the environment. Everything teams need is in one place, and their AI has everything it needs to act on it confidently.

Security is central to how this integration was built. Data shared between Harness and Google Cloud is governed by enterprise-grade access controls, ensuring the right information reaches the right people within the guardrails organizations require.

“AI is only as powerful as the context behind it. Without it, teams fall into the AI Velocity Paradox: moving code faster than ever, but risking shipping software that is unverified, insecure, and unreliable,” said Jyoti Bansal, co-founder and CEO of Harness. “This is exactly what our expanded work with Google Cloud directly addresses, giving joint customers a unified view of their software delivery environment and AI that can actually reason across it. When context is complete, speed and confidence go hand in hand.”

A Collaboration That Keeps Deepening

This integration is the latest evolution of a long-standing collaboration between Harness and Google Cloud. Harness AI runs on Gemini Enterprise Agent Platform, and joint customers already benefit from expanded access through Google Cloud Marketplace. With this announcement, that work expands from the infrastructure layer into the application layer — and directly into how AI understands and acts on the software delivery environment. And it doesn’t stop there. The Harness MCP Server is now accessible within Google’s Gemini Enterprise app environment, enabling Gemini Enterprise customers to leverage Harness capabilities directly from their existing AI interface.

“Google Cloud provides cutting-edge technology that helps partners innovate and deliver more impactful solutions for business transformation,” said Ritika Suri, Managing Director, AI and Data Partnerships at Google Cloud. “Through our partnership with Harness, we will provide customers with innovative capabilities that can improve operations, enhance customer experiences, and drive innovation.”

Join Us

As our Knowledge Graph ecosystem continues to grow, Harness remains committed to expanding the breadth of integrations available to customers with the goal of being the most comprehensive AI-ready software delivery platform on the market.

To connect with the Harness team in person, visit the Harness booth at Google Cloud Next.

About Harness
Harness is the AI Software Delivery Platform™ company, enabling engineering teams to build, test, and deliver software faster and more securely. Powered by Harness AI and the Software Delivery Knowledge Graph, the platform brings intelligent automation to every stage of the software delivery lifecycle after code — removing toil and freeing developers from manual, repetitive work. Companies like United Airlines, Morningstar, and Choice Hotels use Harness to deploy up to 70% faster, reduce change failure rates by 50%, cut deployment effort by 80%, and lower security noise by 65%. Based in San Francisco, Harness is backed by Menlo Ventures, IVP, Unusual Ventures, and Citi Ventures.

View original content to download multimedia:https://www.prnewswire.com/news-releases/harness-delivers-unified-ai-intelligence-across-software-delivery-with-google-cloud-302749850.html

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H.I.G. Capital Announces the Sale of Celerion

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MIAMI, April 22, 2026 /PRNewswire/ — H.I.G. Capital (“H.I.G.”), a leading global alternative investment firm with $74 billion of capital under management, is pleased to announce that one of its affiliates has signed a definitive agreement to sell its portfolio company, Celerion Holdings, Inc. (“Celerion” or the “Company”), a global CRO and leader in clinical pharmacology and bioanalytical sciences, to funds affiliated with THL Partners (“THL”).

Headquartered in Lincoln, Nebraska, Celerion is a leading provider of highly specialized clinical pharmacology and bioanalytical sciences with deep expertise in first-in-human dose escalation, cardiac safety (TQT), drug-drug interaction, and other complex clinical pharmacology studies that support regulatory approval and drug labeling. Celerion offers an integrated suite of services spanning data management, biostatistics, and clinical monitoring that supports a global base of pharmaceutical and biotechnology customers through its purpose-built clinical and laboratory infrastructure with facilities in Lincoln, Phoenix, Zurich, and Belfast.

H.I.G. acquired Celerion in November 2022 and worked closely with management to accelerate growth and strengthen the Company’s market position. During its ownership, H.I.G. supported strategic investments across commercial, operational, and technology initiatives, including the expansion of Celerion’s clinical and bioanalytical laboratory footprint. These efforts drove exceptional growth and solidified Celerion’s standing as a leading, clinical pharmacology-focused, contract research organization.

Susan Thornton, Celerion’s President & CEO, commented, “H.I.G. has been an exceptional partner to Celerion, helping us accelerate key strategic initiatives and invest meaningfully in our people, capabilities, and infrastructure. These efforts have strengthened our platform and enhanced the quality and consistency of outcomes we deliver to customers. We are excited to carry this momentum forward with THL as we enter our next phase of growth.”

Mike Gallagher, Managing Director at H.I.G., commented, “We are proud of what Celerion’s best-in-class team has accomplished during our partnership. The team has delivered industry- leading growth during our ownership, and we are confident it is uniquely positioned for its next chapter.”

Michael Kuritzky, Managing Director at H.I.G., added, “We are very proud of the work Celerion does to help drug sponsors worldwide navigate the complexities of clinical trial management. It has been a privilege to partner with Susan and her team, and we look forward to Celerion’s continued success.”

BofA Securities, Inc. and Lazard Frères & Co. LLC were financial advisors to H.I.G. and Celerion. McDermott Will & Schulte LLP was legal counsel for H.I.G. and Celerion in connection with the transaction.

About Celerion

Celerion is a clinical research organization that provides comprehensive clinical trial solutions to pharmaceutical and biotechnology clients conducting early clinical research throughout North America, Europe, and Asia. The Company serves its clients through a global network of facilities and provides first-in-human to proof-of-concept studies as well as bioanalytical laboratory services, data management and biometrics, and drug development services. For more information, visit celerion.com.

About H.I.G. Capital

H.I.G. Capital is a leading global alternative investment firm with $74 billion of capital under management.* Based in Miami, and with offices in Atlanta, Boston, Chicago, Los Angeles, New York, San Francisco, and Stamford in the United States, as well as international affiliate offices in Hamburg, London, Luxembourg, Madrid, Milan, Paris, Bogotá, Rio de Janeiro, São Paulo, Dubai, and Hong Kong, H.I.G. specializes in providing both debt and equity capital to middle market companies, utilizing a flexible and operationally focused/value-added approach:

H.I.G.’s equity funds invest in management buyouts, recapitalizations, and corporate carve-outs of both profitable as well as underperforming manufacturing and service businesses.H.I.G.’s debt funds invest in senior, unitranche, and junior debt financing to companies across the size spectrum, both on a primary (direct origination) basis, as well as in the secondary markets. H.I.G. also manages a publicly traded BDC, WhiteHorse Finance.H.I.G.’s real estate funds invest in value-added properties, which can benefit from improved asset management practices.H.I.G. Infrastructure focuses on making value-add and core plus investments in the infrastructure sector.

Since its founding in 1993, H.I.G. has invested in and managed more than 400 companies worldwide. The Firm’s current portfolio includes more than 100 companies with combined sales in excess of $53 billion. For more information, please refer to the H.I.G. website at hig.com.

*Based on total capital raised by H.I.G. Capital and its affiliates.

Contact:

Mike Gallagher
Managing Director
mgallagher@hig.com

Michael Kuritzky
Managing Director
mkuritzky@hig.com

Alex Zisson
Managing Director
azisson@hig.com

H.I.G. Capital
1450 Brickell Avenue
31st Floor
Miami, FL 33131
P: 305.379.2322
hig.com

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