GPS for Learning
MAP technology powers personalized learning pathways across K-12, higher education, skills training, and professional development. 10 licensees. 30+ institutions. 20,000+ learners. 36% faster time-to-mastery.
The Challenge
Online course completion sits at 5–7%. Corporate training is forgotten within 24 hours. The pattern is universal: without personalization that keeps learners engaged at every step, outcomes fail. LLM wrappers generate content but cannot verify prerequisites, sustain engagement through adaptive sequencing, or guarantee learners reach their goals.
Learning is complex. Proficiency emerges from the interplay of what you know, how you think, what interests you, your natural abilities, and who supports you. Breakthroughs happen when multiple factors align simultaneously across these dimensions. Generic platforms treat every learner the same and hope for the best.
Active Sensing: MAP actively converses with learners, instructors, and coaches to sense what static data streams miss — mindsets, motivation, confidence, and intent.
Calibrated Beliefs: Sensed data feeds a probabilistic belief system modeling each learner across Knowledge, Mindsets, Interests, Abilities, and Community. Not a static profile — continuously updated as new evidence arrives.
Adaptive Pathways: Beliefs drive coordinated pathways — not one-off recommendations. Every step is mathematically validated, sequenced across dimensions, and adapted as the learner progresses.
K-12
2.8x math learning acceleration at Lammersville USD. MTSS Tier 2/3 support via Metamorphix.
International K-12
75,000+ students across Middle East, India, Africa. Global Education, GPF, ZOCS, Ubongo
Higher Ed
College readiness for incoming freshmen at CSU Long Beach.
Skills Training
Apprentice training across manufacturing, QSR, and trades. Lernern + Barbados national deployment
Professional Learning
85% certification completion for peer mental health workers. TN Mental Health
Results Summary
2.8x
Learning Acceleration
35
compentencies/semester ELL
85%
certification completion
89%
teacher improvement
20,000+
learners served