Core Technology
GAIS: one adaptive engine, many learning futures
GAIS — General Adaptive Interactive System — is PedaNova’s scalable AaaS (Agents as a Service) platform for AI-powered adaptive learning across subjects and training contexts. MAIS, our Mathematics Adaptive Interactive System, is the first GAIS product and demonstrates the core engine: adaptive pathways, concept visualization, instant-feedback practice, learning analytics, and gamification.
MAIS
Mathematics Adaptive Interactive System
Live prototype
SAIS
Science Adaptive Interactive System
Planned
CAIS
Chinese Adaptive Interactive System
Live prototype
EAIS
English Adaptive Interactive System
Planned
Promotion Video
MAIS capabilities
The first GAIS proof-of-concept: mathematics learning made visible
Adaptive Pathways
Grade, mastery, activity, and mistake patterns guide suitable next steps.
Concept-Revealing Visualizations
Functions, geometry, algebra, and number concepts become dynamic objects students can manipulate.
Instant-Feedback Practice
Personalized questions help learners find errors and correct them quickly.
Mistake Review
Errors become trackable, improvable learning signals rather than one-off deductions.
Theory-Grounded AI Learning Analytics
Learner activity is converted into interpretable diagnoses, progress signals, and next actions.
Teacher Console
Teachers manage classes, assignments, checkpoints, reports, heatmaps, and intervention signals.
Gamification
Purposeful rewards, points, and streaks support effort, self-regulation, and wellbeing.
Multi-subject Expansion
GAIS can extend from MAIS into science, Chinese, English, university learning, and professional training.
GAIS engine
Six layers of adaptive interactive learning
Layer 01
Curriculum knowledge model
Maps grades, topics, concepts, prerequisites, question types, and misconceptions.
Layer 02
Adaptive recommendation engine
Uses learner status, mastery, accuracy, response time, and errors to guide next steps.
Layer 03
Concept visualization layer
Turns abstract ideas into manipulable, observable learning experiences.
Layer 04
AI-supported feedback layer
Provides student-friendly hints, explanations, and practice support.
Layer 05
Theory-grounded learning analytics layer
Converts learner activity into progress signals, diagnoses, and intervention insights.
Layer 06
Gamification and self-regulation layer
Rewards purposeful effort and supports sustained learning habits without excessive drilling.
Business model
An AaaS (Agents as a Service) platform with multiple paths to sustainable growth
01
Freemium B2C subscriptions for families
02
B2B school and tutoring-center licenses
03
B2B2C education provider partnerships
04
Curriculum adaptation, teacher training, and learning analytics services
Future 3-year market plan
Future markets MAIS plans to support
MAIS is preparing a wider international learning network for families, schools, and education partners.
3
Years
Planned markets
01
Hybrid public-benefit and AaaS model
In some regions, MAIS will operate as an NGO. In other regions, MAIS will operate through an AaaS model. MAIS offers free sponsored access to families in need. This reflects our original intention as education researchers and developers: education is not only a social responsibility, but also an expression of love.
02
Referrals, angel investment, and donations
Please recommend MAIS to people who need it. Conversations about angel investment and philanthropic donations are also welcome.
Explore the first GAIS product: MAIS
MAIS demonstrates the GAIS engine through adaptive mathematics learning, teacher analytics, instant-feedback practice, and progress tracking.