AI in Edtech: top AI-based Edtech solutions

The year 2023 has seen a tremendous boom in the popularity of artificial intelligence (AI), with the technology making significant strides in various industries, including the education sector. AI is being used in education to solve complex problems, automate processes, and make informed decisions, among other things.

Artificial intelligence is revolutionizing how we think about learning and development in the education industry, extending beyond the traditional teacher-student relationship. From virtual learning assistants and plagiarism detection to AI-driven career guidance, the use of AI in education is expanding at a rapid pace. 

This article will explore the top 9 cases of using AI in Edtech industry, showcasing the latest and most innovative solutions driving change in the education sector.

In this post:

What are the trends of AI in education?

Before we dive deep into examples of artificial intelligence in education, let’s discover some promising trends in learning management. 

One of the most promising areas is personalized education. By implementing AI, educational institutions can create customized learning experiences for each student based on their learning style, preferences, and progress. Personalization enables students to learn at their own pace and in a way that best suits their needs.

Another area where AI EdTech is making a significant impact is intelligent tutoring systems. These systems use Generative AI algorithms to provide individualized tutoring and feedback to students. This helps students understand complex concepts better and improve their overall academic performance.

Natural language processing (NLP) is also gaining momentum in the education industry. We can use it to develop chatbots or virtual assistants that can help answer student questions and provide support. NLP helps reduce the burden on teachers and allows students to receive immediate assistance with their queries.

Gamification is yet another area where AI is being used to revolutionize the education process and improve learning management. By utilizing EdTech AI technologies, educational organizations can create personalized games that help boost students' learning and reinforce key concepts. This not only makes learning fun and engaging but also enhances students' retention of the material.

Generative AI in education is also being used to automate the grading process and provide more personalized feedback to students, making the assessment process faster and more accurate while giving students more detailed feedback on their performance.

Finally, EdTech AI algorithms can be used to develop and adapt curriculum materials to meet the needs of individual students. By analyzing students' performance data, AI algorithms can identify gaps in their learning and recommend appropriate materials to help fill them. Of course, AI tools will never replace human interaction and offline K-12, higher education institutions, and offline courses, but they may help bring it to the next level.

How is AI used in Edtech

AI in Edtech helps reduce the routine workload of teachers and professors, make personalized and adaptive learning fun for students, facilitate entry into new professions, and support students morally. Let's look at how exactly AI technology is used in Edtech.

Personalized learning paths

AI EdTech algorithms play a crucial role in tailoring a student's learning journey. Take Duolingo, a standout example in language learning. Initially, you undergo a language proficiency test, enabling the app to curate exercises of suitable complexity. As you progress through lessons and navigate successes and missteps, Duolingo adapts, offering exercises to address gaps and enhance your proficiency. Moreover, it incorporates a built-in speech recognition system, perfect for refining pronunciation skills.

Similarly, Thinkster, dedicated to teaching mathematics, operates along parallel lines. It commences with an assessment, allowing the platform to create a tailored learning path, based on the user's performance. The program dynamically adjusts as the student progresses. Additionally, Thinkster integrates tutor-led sessions, leveraging student analytics to craft tailored lessons, ensuring a personalized learning experience.

Automation of routine for teachers

Streamlining routine tasks for educators is pivotal in fostering quality education. The effectiveness of teaching methods hinges on a teacher's creativity, presentation skills, and student engagement & critical thinking. However, the burden of grading tests, homework, and essays often consumes a significant portion of their time.

Neural network-based solutions offer respite from these routine tasks. Consider Gradescope, a program aiding educators in grading tests across various subjects like physics, mathematics, chemistry, and biology. Users input test questions and answers into the system and then scan completed student assignments. Leveraging neural network technology, Gradescope identifies handwritten text, compares it with correct answers, and categorizes errors, facilitating targeted feedback on students' areas of improvement.

Virtual assistants and chatbots

Virtual assistants and AI chatbots find applications across diverse educational realms, aiding in tasks from general education to vocational training. They serve as immediate responders to student queries, efficiently addressing concerns about lecture content or class schedules, lessening the workload for educators. Chatbots & teaching assistants contribute to the learning process by suggesting supplemental materials or videos and supporting students in comprehending new subjects effectively.

Evaluating courses and collecting feedback becomes seamless through chatbots, facilitating post-course surveys to gauge student opinions and training quality. Also, task organization and deadline management are simplified as chatbots assist students in planning and tracking their tasks, ensuring timely completion. Particularly beneficial in distance learning setups, chatbots & assistants offer real-time support and guidance, filling the void when direct access to teachers or school staff is limited.

Predictive analytics

Predictive education analytics focuses on predicting what will happen in the future. For example, the total number of students enrolled in a particular course over the past five years can be used to predict how many students will enroll in subsequent years.

This emerging technology brings immense advantages to the education sector, revolutionizing various facets.

1. Enhancing operational efficiency: Educational institutions grapple with challenges like student performance gaps or resource mismanagement. Predictive analytics curbs costly disruptions, preempting issues before they occur, ensuring seamless operations and learning continuity.

2. Personalizing student support: Predictive models utilize historical data to identify at-risk students, pinpointing potential academic struggles early. This allows educators to intervene proactively, offering tailored support and interventions, thus improving overall student outcomes.

3. Optimizing resource allocation: Efficiently managing educational resources is crucial. Predictive analytics assists in forecasting demand for educational materials, courses, and facilities, ensuring the availability of resources aligned with student needs.

4. Streamlining enrollment and student success: Institutions leverage predictive analytics to forecast enrollment trends and identify factors impacting student success. This facilitates informed decision-making in admissions, course planning, and student support strategies, fostering higher retention rates and academic achievement.

5. Supporting data privacy: Learning companies are targets for cyber threats. Predictive models enable the identification of potential vulnerabilities, allowing for proactive security enhancements and risk mitigation, safeguarding sensitive student data and organizational integrity.

Benefits of AI in Edtech

The use of artificial intelligence in education brings up a few promising advantages for both educational institutions and students.

1. Improved student outcomes: 

AI-powered educational tools can help students better understand difficult concepts, leading to improved academic performance and higher graduation rates.

2. Enhanced efficiency: 

Automating grading assignments and other administrative tasks saves teachers and professors valuable time, allowing them to focus on teaching students and providing individualized student support.

3. Cost-effective: 

AI-powered solutions can be more cost-effective than traditional educational methods, particularly in remote or distance learning scenarios where physical resources may be limited.

4. Greater accessibility: 

Generative AI solutions can provide greater access to education for those in remote or underserved areas, allowing students to learn from the best instructors and use any educational materials around the world.

How do companies use AI in Edtech?

Let’s discuss some most popular examples of AI companies in the Edtech sector.

Knewton Alta

Knewton Alta is EdTech AI startup that specializes in personalized learning solutions. Founded in 2008, Knewton Alta has developed an AI-powered platform that analyzes data on students' learning behaviors and provides personalized recommendations to optimize their educational experience.

Knewton Alta has taken personalized learning to the next level with its AI-enabled technology. They now use ML algorithms to analyze students' learning behaviors and personalize their learning experiences accordingly. This means that students receive personalized lesson plans, educational content recommendations, and study strategies tailored to their learning styles, preferences, and progress.

For example, suppose a student is struggling with a particular concept. In that case, Knewton's AI educational technology can identify the root cause of the problem and provide customized resources to help the student better understand the concept. This may include additional practice problems, interactive simulations, or targeted feedback from a virtual tutor.

Additionally, Knewton's AI enabled technology can also identify when a student is ready to move on to more challenging content or when they may need additional review. Such a feature helps ensure that students are continuously challenged and engaged in their learning while providing them with the necessary support and resources to succeed.

Subscribe to our news

Subscribe

X

Thank you for Subscription!

Carnegie Learning

Carnegie Learning is an education technology company that provides AI-powered adaptive learning solutions for K-12 schools. The company was founded in 1998 and is based in Pittsburgh, Pennsylvania.

Carnegie Learning's AI-powered platform uses cognitive and learning science research to provide personalized learning experiences for students. The platform uses AI data analytics to track students' progress and adjust the difficulty level of lessons based on their performance.

In addition, Carnegie Learning's AI technology provides detailed data analytics to educators, allowing them to track student data and progress and make data-driven decisions to improve instructional practices. This helps educators better understand individual students' needs and provide targeted support to help them succeed.

Duolingo

Duolingo is a popular language-learning platform that offers courses in over 40 languages. It was founded in 2011 by Luis von Ahn and Severin Hacker and is headquartered in Pittsburgh, Pennsylvania. The platform is free and offers a gamified approach to language learning, with users earning points and unlocking achievements as they progress through the courses.

Duolingo uses Natural Language Processing (NLP) to develop chatbots to assist learners. NLP is a branch of artificial intelligence that deals with the interaction between computers and humans in natural language. By leveraging NLP, Duolingo has created virtual assistants or chatbots that can communicate with learners in their target language, providing real-time feedback, answering questions, and offering additional information to help them learn a new language more efficiently.

Duolingo's chatbots use machine learning algorithms to analyze student input, understand their queries and mistakes, and offer personalized feedback accordingly. This helps learners feel supported and motivated in their language-learning journey. The chatbots can also provide contextualized examples of the language in use, making the learning experience more engaging and relevant to the learner's needs.

Quizlet

Quizlet is an online learning platform that allows students to create, share, and study with flashcards, games, and other study tools. The platform was founded in 2005 and has since become one of the most popular online learning platforms, with millions of users worldwide.

One of Quizlet's key features is its use of gamification to engage students and make learning more fun. The platform offers a range of interactive study games designed to help students reinforce their knowledge and build their confidence in the subject matter. These games include matching, multiple choice, and fill-in-the-blank exercises, as well as timed challenges and competitive quizzes.

Quizlet uses artificial intelligence to create personalized games. The AI algorithms analyze the student's performance data, identify areas where they are struggling or excelling, and recommend study materials and games tailored to their needs. This ensures that students are continuously challenged and engaged in learning while providing the necessary support and resources to succeed.

For instance, suppose a student is more visual in their learning style. In that case, Quizlet's AI may recommend a game that involves matching images with words. In contrast, for a more auditory student, it may suggest a game that involves listening and identifying the correct answer.

Coursera

Coursera is an online learning platform founded in 2012 by Stanford University professors Andrew Ng and Daphne Koller. The platform offers various courses and specializations in various fields, such as computer science, data science, business, and humanities, among others. 

Coursera's AI-powered grading system uses machine learning algorithms to analyze and evaluate student assignment responses. These algorithms can identify patterns in student responses, such as common mistakes or misunderstandings, and provide targeted feedback to help students improve their understanding.

This automated grading system helps instructors save time. It allows them to focus on providing more personalized feedback to their students. Additionally, it provides students with immediate feedback on their assignments, which can help them identify areas where they need to improve and adjust their study habits accordingly.

5mins

5Mins AI is a modern platform that was established in 2021 to provide employee training content. This unique platform allows staff to access learning materials like social media content, providing an engaging and interactive learning experience. The platform incorporates a stylistic design inspired by the popular app TikTok. With a personalized algorithm, training videos are presented in a scrolling format, making it easier for employees to digest the content and retain the knowledge gained.

Riiid

Riiid is an AI-based EdTech company that uses machine learning algorithms to provide personalized learning experiences to students. The company was founded in South Korea in 2014 and has since expanded globally, offering its services to educational organizations and EdTech startups worldwide.

Riiid's flagship product is an AI tutor called Santa, which uses deep learning algorithms to understand a student's knowledge level and provide tailored feedback and recommendations. Santa is designed to help students prepare for standardized tests such as the SAT and GRE, but it can also be used for other subject areas.

One of the key advantages of Riiid's technology is its ability to analyze student performance data and predict future performance with a high degree of accuracy. This helps instructors and educational organizations identify areas where students may need additional support and adjust their teaching and learning strategies accordingly.

.

On the topic

10 Myths About Development of Edtech Projects

Do you know what are the main concerns about Edtech development and why there are not accurate?

Discover more

EdInt

EdInt is an advanced online test management and proctoring service powered by artificial intelligence. This innovative platform utilizes object recognition technology and motion recognition algorithms to simplify online testing for organizers, supervisors, and test-takers alike.

With EdInt, test-takers can easily build their exam environment by simply scanning their surroundings with a camera, ensuring they match the guide provided by the organizer. During an exam, EdInt's AI analyzes test-takers behavior in real time and alerts the supervisor of any suspicious behavior detected. The platform can significantly reduce operating costs and improve test security by leveraging AI to detect cheating.

EdInt also offers a comprehensive report and full test video that can be reviewed after every test, providing detailed insights and analytics for organizers and educators. Overall, EdInt is a game-changing solution that is revolutionizing the online testing experience through the power of AI.

Geniusee experience

Why are we sure that artificial intelligence in EdTech is a real deal? The answer lies in our records. So let us tell you about some examples of using EdTech and AI from our practice.

SciQuiry

AI-powered question-based eLearning platform. It is tailored to personalize and upscale STEM education for middle and high school students. Our long-term and proactive collaboration concentrates on system redesign and customization of all elements to provide the most engaging, interactive, and finely gamified UI/UX design for children’s educational software.

MyTutor

My Tutor is a platform for personal tutors and students and for schools looking to uplift the learners' learning experience. It provides private tutoring, homework help, online tutoring programs for math, science, language learners, and more. We developed an educational platform that creates groups and appoints a tutor based on complex AI algorithms, creates timetables, and boosts assessments and feedback management.

Finance Unlocked

We developed a white-label educational platform for those who seek to deepen their expertise in finances. This solution is based on an extremely personalized learning process and a profound data analysis, including user behavior. Intelligent team management allows bringing corporate training to the next level.

ZaZa

ZaZa is an expert in online education abroad that helps its clients to get the highest quality services for quite affordable prices. They bring together native speakers from all over the world to help those in need to learn a foreign language. ZaZa also assures an interesting and unforgettable experience for all students using gamification features. The platform also helps automate the learning process for both teachers and students.

FactMata

FactMata is an AI-based platform that identifies and classifies content. Advanced natural language processing learns what different types of deceptive content look like and then detects them in the wild. To help the algorithms continually improve, FactMata uses communities including students, journalists, researchers, and advocacy groups, to provide constant feedback to help guide our AI.

Student

Future international students, educational agents, and other EdTech startups that are involved in the university application preparation process come together on a single platform. Student owns two main consultation domains: help with education (entering university, courses, language study, etc.) and apartment renting. The Geniusee team developed the cooperation stage between agents and students on this platform. We also built the mobile application from scratch and updated the current one.

At the edge of the tech curve

Did you know that there’s another way to boost your software development? You’ve undoubtedly heard about ChatGPT delivering code and revolutionizing the IT industry. Here’s a secret — it helps. Of course, this code should be reviewed and edited by human developers, yet using AI powered tools to deliver the code allows you to move faster on SDLC (software development lifecycle) and reduce costs significantly. 

Here are some other pros and cons of AI-assisted development. 

It's up to you to decide, but if you're interested in AI staff augmentation, Geniusee provides it. Consider checking it out!

By the way

Boost your company with AI

Do you know that the use of AI-assisted development may decrease code cost up to 3 times?

Find out more

Conclusion

By leveraging AI-based solutions such as personalized student learning, intelligent tutoring AI systems, natural language processing, gamification, and automated grading, education startups & businesses can provide learners with customized learning experiences that cater to their needs and learning styles.

Furthermore, AI can help reduce the workload of teachers and instructors, allowing them to focus on other essential aspects of teaching, such as providing mentorship and guidance to their students. As AI and EdTech continue to evolve, they will likely become an increasingly important part of the hall educational sector, helping to create more efficient, effective, and engaging learning experiences for students of all ages and backgrounds.

Geniusee AI developers are proud to be part of the revolution in education by leveraging the power of AI in our EdTech solutions. With our expertise in web and mobile app development, we have been able to create innovative platforms that not only personalize learning but also make it more engaging and interactive. Our experience in the EdTech domain has allowed us to see firsthand the benefits that Generative AI brings to the table, from automated grading to personalized study plans. We believe that the future of education is AI-powered, and we are excited to continue developing cutting-edge solutions that transform the way we learn. Just fill out the contact form!