AI mapping – Resources

Name	URL	Cost	Address	Year Created	Type	Audiences	Technologies	User count	Creators	Description	Tech Description	Uses	Reasons	Pros	Limitations	Publications
Docebo Learn (LMS)	https://www.docebo.com/fr/	Paid	Via Toledo 156, Naples, Italie	2005	Commercial	Other education actors	Analytics	6,000,000	Docebo S.p.A	Docebo Learn is a learning management system that uses AI algorithms to produce effective, in-depth learning experiences by creating personalized learning paths for each learner.	Adaptive learning to create personalized learning paths for each learner.	Learning management system	N/A	Personalized learning, Course progress reports.	A license must be purchased.
Matrix LMS	https://www.matrixlms.com/	Paid	4 Embarcadero Center, Suite 1400, San Francisco, CA 94111		Commercial	Other education actors	Analytics	0	Cypher Learning	Matrix is a learning management system that enables businesses to create and manage training activities, sell online courses, and track employee performance. It also personalizes the courses for each learner.	Adaptive learning to personalize courses	Learning management system	N/A	Personalized learning, Quiz management and plagiarism detection, Learning data analysis	The price ranges from S249 to $3,299 per month depending on the number of active users and the billing period.
Botsify	https://botsify.com/chatbot-for-education	Paid	D166, 7 Shaheed-e-Millat Road, Modern Society PECHS, Karachi, Pakistan	2016	Commercial	Teachers	Natural language processing and Analytics	0	Botsify Inc.	Botsify is a platform for creating your own automated online chatbots to improve learning processes, increase engagement, and gather feedback using AI. Students can converse with the chatbot on a specific topic, learn that topic through text and images, videos, and hundreds of interactive features. After learning a subject, students can take quizzes and submit their results to their teachers.	AI (machine learning and natural language processing) to turn lessons into interactive conversations, Gather feedback.	Chatbot creation platform	N/A	Turn lessons into interactive conversations, Gather feedback and conduct online evaluations, Increase engagement with personalized chat flows, instantaneous help anytime.	The price depends on the plan chosen, starting at $49/month (personal plan)
Stream LXP	https://learningpool.com/solutions/learning-experience-platform-stream/	Paid	The City Factory 100 Patrick Street Derry, BT48 7EL, United Kingdom		Commercial	Teachers and Other education actors	Natural language processing and Analytics	0	Learning Pool Limited	With Stream LXP, you can transform user engagement with social and self-directed learning, natural language deep search and personalized recommendations. Using the power of Artificial Intelligence, stream personalizes the learning experience for each user and analyzes interactions to drive performance improvement.		Give organizations the tools to design, deliver and facilitate social learning while making the most of content	N/A	Adaptive learning	Price
SuperMemo	https://www.supermemo.com/fr	Paid	Poznań, 60-307, Poland, ul.		Commercial	General public	Planning and Analytics	0	SuperMemo World	Using spaced repetition technique, SuperMemo allows users to revise and ultimately remember more about the subjects studied. Its aim is to minimize content revision time. The app monitors learning and, in different frequency modes, repeats subjects already covered.	Artificial neural network to calculate the optimal repetition interval for each learner	Language learning	N/A	Predict when the learner is about to forget and repeat topics	Price of $ 60 (latest version: 2013)
Ivy	https://ivy.ai/	Paid	3200 Carbon Place, Suite 103 Boulder, CO 80301, USA	2016	Commercial	Post-secondary (18 years and over)	Natural language processing and Analytics	0	Ivy.ai, Inc	Ivy is an artificially intelligent self-service chatbot for colleges and universities. It answers students questions about admissions, financial services, career services, and student services. It can also help users access IT services, such as email, wifi, and app installation.		Answer student questions	N/A	Adaptive learning	Price
NAO	https://www.softbankrobotics.com/emea/en/nao	Paid	1-9-2 Higashi-shimbashi,Minato-ku,Tokyo, Japan	2006	Commercial	Teachers, Researchers and Learners with special needs	Visual recognition, Speech Recognition and Robotics	0	SoftBank Robotics	NAO is a humanoid robot that can give lessons and encouragement and evaluate activities; a perfect assistant for educators. It can also be programmed using the Python and C ++ programming languages, which makes it useful for teaching coding to elementary, high school and university students.	Voice recognition to communicate with students	Humanoid robot that serves as an assistant for educators	N/A	Programmable with Python and C ++, Creates an empathetic bond with children, Engages in dialogue and enriched interactions, Promotes education with an individualized education program for disabled students, Recognition of objects and people, Programming tool	NAO costs $16,000 in North America	Tapus, A., Peca, A., Aly, A., Pop, C., Jisa, L., Pintea, S., ... & David, D. O. (2012). Children with autism social engagement in interaction with Nao, an imitative robot: A series of single case experiments. Interaction studies, 13(3), 315-347.
AdmitHub platform	https://www.admithub.com/	Paid	38 Chauncy St, Boston, MA 02111, USA	2014	Commercial	Post-secondary (18 years and over)	Natural language processing and Analytics	0	AdmitHub, Inc.	The conversational AI in AdmitHub platform helps students by sending timely reminders and relevant information about enrollment tasks, collecting key survey data, and instantly answering frequently asked questions. A bot responds in less than 2 seconds when it’s confident in an answer. When the bot identifies a priority topic or doesn’t know the answer, questions are sent to the human team. As humans answer new questions, the Knowledge Base grows, making the bot smarter.		Conversational AI that helps students by sending timely reminders and relevant information.	N/A	Adaptive learning, anlysis	Price 10-15$/student	Gregori, E. (2017). Evaluation of modern tools for an omscs advisor chatbot.
KidSense	https://kidsense.ai/	Paid	2672 Bayshore Pkwy, Suite 1000 Mountain View, CA 94043, USA	2015	Commercial	Preschool (0-5 years), Primary (6-11 years old) and Learners with special needs	Speech Recognition	0	Roybi, Inc.	KidSense's speech-to-text tool uses AI to transfer a child’s speech into text in order to take notes, practice vocabulary or even take tests. It recognize children' speech even if two languages are spoken at the same time.	Voice recognition to convert a child's speech to text.	Children's education	N/A	Converts a child's speech to text, Supports simultaneous dual voice recognition.	Must be purchased, but the price is not specified.
IntelliMetric	http://www.intellimetric.com/direct/	Paid	6805 US-202, New Hope, PA 18938, États-Unis	1998	Commercial	Teachers	Natural language processing, Visual recognition and Analytics	0	Vantage Labs	IntelliMetric is an artificial Intelligence - powered essay scoring platform. It is capable of scoring written assignments regardless of writing level, so scores and feedback will be relevant to the individual's capabilities.	Analyze and record the compositions.	Writing assessment platform	N/A	Immediate feedback to students, Report and reject any submission if it is off topic or inappropriate, Free up time for teachers.	Paid, but the price is not specified.	Rudner, L. M., Garcia, V., & Welch, C. (2006). An evaluation of IntelliMetric™ essay scoring system. The Journal of Technology, Learning and Assessment, 4(4).
Class Charts	https://www.classcharts.com/	Paid	10 West Street, Fishguard Pembrokeshire, SA65 9AE, USA	2013	Commercial	Teachers and Learners with special needs	Analytics	180,000	Edukey Education Ltd	Class Charts is seating planner and behaviour management software that teachers use for seating charts & to track both positive and negative behaviour. The data is displayed in clear charts, which can be shared with both teachers and parents.	AI engine to provide behavior analytics, AI to intelligently suggest seating plan arrangements	Seating planner and behaviour management software	N/A	Behavior analytics, Suggesting seating plan arrangements, optimising learning and reducing behaviour issues.	300$ per year for 1 to 100 students, Price increases depending on the number of students.
EasyBib Plus	https://www.easybib.com	Paid	10 E. 39st. Street, New York, New York 10016 US		Commercial	Post-secondary (18 years and over) and Learners with special needs	Visual recognition and Analytics	0	Imagine Easy Solutions, LLC	EasyBib is a tool that checks for grammar errors and plagiarism. WriteLab, an online platform that gives immediate feedback on writing, is now part of EasyBib.	AI to give better feedback on your writing so you can keep learning and improving	Grammar and plagiarism checker	N/A	Immediate feedback on writing, Checks for plagiarism, Generates quotes.	Price: $9.95 per month after a 3-day trial
Happy Numbers	https://happynumbers.com	Paid	2345 Yale Street., First Floor, Palo Alto, CA 94306, USA		Commercial	Primary (6-11 years old), Secondary (12-17 years old) and Teachers	Analytics	0	Happy Numbers Inc.	Happy Numbers is an AI-based platform that offers students one-on-one tutoring and guidance in math. It features math exercises and analyzes students’ performance, after which it sends feedback to teachers.		Mathematics learning	N/A	Students progress at their own pace, Provide immediate feedback based on the student's response, Teachers gain actionable insight into student performance.	Price: $ 14.5 / student / year
Hubert	https://hubert.ai/	Paid	Stationsgatan 23 753 40 Uppsala Sweden	2017	Commercial	Secondary (12-17 years old), Post-secondary (18 years and over) and Teachers	Natural language processing and Analytics	0	Anna & Hubert Labs AB	Hubert is a chatbot designed to interact with students and collect feedback on a particular lesson or course. It relies on machine learning algorithms to automatically analyze and categorize data. This makes it easier for the teacher to understand the feedback and see what needs to be improved. Hubert is also used in Human Resources and Customer experience.	Machine learning algorithms to analyze and classify data automatically.	Chatbot designed to interact with students and collect feedback on a particular lesson or course.	N/A	Conduct surveys via chats, analyze and classify data.	The price is 1, 3 and 6 euros for the basic, intermediate and advanced plans, respectively.
Musio X	https://www.themusio.com/home	Paid	Ares Garden Omotesando 2F, 4-28-4 Jingumae, Shiguya-ku, Tokyo, Japan	2017	Commercial	General public and Learners with special needs	Natural language processing and Speech Recognition	0	AKA LLC	Musio X is an artificially intelligent robot friend that can learn new phrases, ideas and information making possible the interaction and conversation with human beings. It was introduced as the next English education solution to Japan's consumers.	Voice recognition to communicate with English learners	English learning	N/A	Answer learners' questions, Increase enthusiasm for learning the language	Musio X (JPY 98,000); Musio X + Educational material (128,000 JPY). JPY (Japanese Yen)	https://www.prnewswire.com/news-releases/aka-llc-and-softbank-cs-brings-ai-social-robot-musio-to-initiate-educational-innovation-in-japan-300438027.html
VIGO	https://www.optania.com/education/bullying	Paid	284, rue de l'Hôtel de Ville Saguenay, QC G7H 4W7		Commercial	Primary (6-11 years old), Secondary (12-17 years old), Teachers and Learners with special needs	Natural language processing and Analytics	0	Optania	ViGO is a virtual school assistant that supports students who are witnesses or victims of bullying and who don't want to talk about the experience until they're ready to report it. The platform suggests potential solutions and various empowerment exercises. When a student who is a witness or victim of bullying is ready to talk about their situation, ViGO makes it easy to access the resources available in their school setting.	Natural language processing to interact with the individual, AI to analyze the student's results and guide a metacognitive dialogue, AI to connect with young people who don't want to discuss what they’re going through	Virtual support for students who are witnesses or victims of bullying	N/A	Facilitates access to various solutions, Provides support as part of an assistance process to gain control over the situation, Information sheets for parents.	Must be purchased, but the price is not specified.
SpeechRator	https://www.ets.org/accelerate/ai-portfolio/speechrater	Paid	660 Rosedale Road Princeton, NJ 08541 USA	2006	Commercial	Teachers	Natural language processing and Speech Recognition	0	Educational Testing Service (ETS)	The SpeechRater service uses speech recognition and analysis technology to assess and provide feedback on pronunciation, fluency, vocabulary and grammar. It is used in the TOEFL iBT test, which services the TOEFL test Massive Open Online Course, "TOEFL Test Preparation: The Insider's Guide," to provide a speaking score range to participants who complete a set of speaking tasks in the practice test by measuring spontaneous speech.	Speech recognition and analysis technology to assess and provide feedback on pronunciation, fluency, vocabulary and grammar. Natural language processing and speech-processing algorithms are used to calculate a set of features that define a profile of the speech on a number of linguistic dimensions.	Assessment of oral skills in English	N/A	Scores built on over a decade of TOEFL test data, Empowering student growth with valuable feedback, Speeding up scoring time while ensuring consistency, Upgrading assessment platform with zero headaches.	Price	https://www.ets.org/research/topics/as_nlp/speech
Spoken Dialogue System	https://www.ets.org/accelerate/ai-portfolio/spoken-dialogue-system	Paid	660 Rosedale Road Princeton, NJ 08541 USA		Commercial	Post-secondary (18 years and over) and Teachers	Natural language processing and Speech Recognition	0	Educational Testing Service (ETS)	The ETS Spoken Dialogue System (SDS) enables users to have a natural conversation with an Artificial Intelligence (AI) agent and receive real-time feedback about their speaking performance. The capability is currently used in the official TOEFL test preparation Massive Open Online Course on edX and allows students to practice the skills they need for the test of English as a foreign language.	Multimodal language processing, machine learning	English learning	N/A	Natural conversations, feedback	Price	Suendermann‐Oeft, D. et al. (2017). A Multimodal Dialog System for Language Assessment: Current State and Future Directions. ETS Research Report Series, 2017(1), 1-7.
c-rater	https://www.ets.org/accelerate/ai-portfolio/c-rater	Paid	660 Rosedale Road Princeton, NJ 08541 USA		Commercial	Teachers	Natural language processing	0	Educational Testing Service (ETS)	The c-rater engine provides a robust solution to scoring and feedback that uses machine learning to evaluate the content of a response, even if it contains grammatical or style errors. It provides a robust solution to scoring that looks beyond keyword matching to assess content. The c-rater engine automatically scores responses while maintaining consistency across test takers with all the reliability of human scoring, allowing teachers to focus less on grading and more on doing what they do best — teaching and mentoring students.		Automatic content scoring of short freetext student answers in English	N/A	Save time and money by automatically evaluating responses	Price	Sukkarieh, J. Z., & Stoyanchev, S. (2009, August). Automating Model Building in c-rater. In Proceedings of the 2009 Workshop on Applied Textual Inference (pp. 61-69). Association for Computational Linguistics.
Mangahigh	https://www.mangahigh.com/en-us/	Paid	First Floor, 4-14 Tabernacle Street, London, EC2A 4LU United Kingdom	2008	Commercial	Primary (6-11 years old), Secondary (12-17 years old) and Teachers	Analytics	0	Blue Duck Education Ltd	Mangahigh is a game-based learning platform for primary and secondary school mathematics. Teachers set assignments, review results in real-time, track progress and can personalize learning.	Real-time analytics with AI support for differentiation, AI recommendations for targeted learning.	Mathematics learning	N/A	Adaptive quizzes, innovative games and social competitions, Aligned to international curricula, Real-time analytics with AI support for differentiation	The price depends on the size of the class: Up to 5 students for $ 195, up to 30 students for $ 395	Goodwin, K. (2011). Evaluating Digital Games-Based Learning. NSW Government, Education & communities
Teach to One: Math	https://www.newclassrooms.org/	Paid	1250 Broadway, 30th Floor, New York, NY 10001, USA	2011	Commercial	Primary (6-11 years old), Secondary (12-17 years old) and Teachers	Analytics	0	New Classrooms	Teach to One: Math is designed to give students rigorous and engaging learning experiences each day tailored to their strengths and needs. Its adaptive Personalized Curriculum uses analytics from historical learner patterns, individual learner attributes, and lesson characteristics to decide what, when, where, and how students learn. Teachers have access to complete, real-time information on student progress through the Teacher Portal, enabling them to supplement, reinforce, and advance in-class learning.		Adaptive learning to persolize learning experiences	N/A	Personalized learning materials, Multiple types of assessments, Providing students with actionable feedback, Providing teachers with learning analytics.	$ 225 per student each year	Ready, D. (2014). Student mathematics performance in the first two years of Teach to One: Math.

Download the list of resources

Quick menu

Learn more