adaptive personalization

Adaptive Learning

AI-driven content and difficulty adjustment based on learner performance

Products with this capability (23)

Product	Company	Level	Details
AdaptiveTest	Woodstock Software LLC	Core	3-Parameter Logistic IRT model with real-time theta (θ) estimation for adaptive question selection; Model: Claude (Anthropic) + 3PL IRT
DreamBox Math	DreamBox by Discovery Education	Core	Personalizes curriculum progression based on student performance and needs
StepWise AI	Querium	Core	StepWise AI generates individual learning paths for each student and adapts to student progress, allowing students to move forward as soon as they are ready.
NoRedInk	NoRedInk	Significant	Adaptive exercises that adjust difficulty based on student performance, showing hints and lessons when struggling and more challenging questions when students answer correctly.
ALEKS Adventure	McGraw Hill	Core	AI-based program that adapts to individual student learning needs and progression in mathematics
ALEKS	McGraw Hill	Core	Core adaptive learning engine that personalizes content and assessments based on student performance
WileyPLUS	Wiley	Significant	WileyPLUS shows students exactly what they need to review based on their own performance, implying personalized, data-driven recommendations
AI Lightning	Tutor.com / The Princeton Review	Core	Socratic-method chatbot that asks guiding questions rather than providing answers to help students learn independently. Uses scaffolding and encouragement. Covers dozens of subjects including business, communications, social science, health science, technology, and career services.; Model: Ask LEO
Knewton Alta	Knewton Alta (Wiley)	Core	Continuously monitors students' mastery and adapts in real time by diagnosing proficiency levels with each interaction to personalize learning pathways.
Math Basecamp	Legends of Learning	Significant	Math Basecamp provides adaptive, individualized instruction that adjusts to student progress through a five-step fluency program
Duolingo Language Learning Platform	Duolingo	Core	Machine learning algorithm that optimizes spaced repetition timing based on user recall patterns and individual learning curves across 13 million user-word pairs; Model: Half-Life Regression (HLR) spaced repetition algorithm
Boddle Learning	Boddle Learning	Significant	Adaptive learning path that progresses students based on performance, allowing teachers to either let the system progress students or manually assign specific content.
Adaptive Practice	CK-12 Foundation	Core	Practice adapts to individual student skill level and performance to personalize learning experience
CK-12 Platform (Overall)	CK-12 Foundation	Significant	Adaptive Practice feature personalizes learning based on student performance and skill level
Mathspace	Mathspace	Core	The platform uses AI to create personalized adaptive learning paths that adjust to individual student performance and needs, with step-level adaptivity providing customized support at each stage of problem-solving.
Prodigy Math	Prodigy Education	Significant	The platform adapts game difficulty and content based on student performance in battles and quests.
Prodigy English	Prodigy Education	Significant	The platform adapts game difficulty and content based on student performance in battles and quests.
Quill Grammar	Quill.org	Supplemental	Adaptive activities that challenge students with questions automatically adapting based on previous responses
Achieve3000 Literacy	McGraw Hill	Significant	The platform uses differentiated texts and robust data to create personalized learning pathways that meet each student at their precise reading level and guide them along accelerated pathways.
Exact Path	Edmentum	Core	AI-powered diagnostic assessments that personalize curricula based on student proficiency and growth to accelerate achievement
Cornerstone Learn (LMS)	Cornerstone	Significant	AI automatically adjusts learning paths as employees acquire new skills and adapts to individual learning behavior
Noodle Engage	Noodle	Significant	Delivers personalized nudges and engagement strategies tailored to individual prospect behavior and stage in the enrollment funnel.
Squirrel AI Learning Platform	Squirrel AI	Core	AI system breaks down knowledge into nano-level objectives (tens of thousands of smaller, precise learning points) and creates personalized learning roadmaps based on diagnostic assessments and real-time student progress.; Model: Intelligent Adaptive Learning System (IALS)