A revolutionary ecosystem of specialized AI agents working in perfect harmony to personalize learning for every student
Currently 6 of 100 agents are fully functional. The remaining agents are documented specifications for future implementation.
See Implementation Tickets for the development roadmap.
From monolithic tutoring systems to a comprehensive, distributed intelligence network understanding learners across cognitive, affective, social, and micro-behavioral dimensions
"What does the student know?"
"What and how should we teach?"
"Complete learning journey optimization"
Interactive visualization of all agent categories and their specialized functions
Real-time visualization of multi-agent workflows responding to learning scenarios
The Crown Jewel - Synthesizing all 99 agents into holistic learner understanding
Correlates signals from all 99 agents to identify multi-dimensional learning states
Ensemble ML models predict mastery, risk, and optimal learning paths
8-dimensional "learning fingerprint" unique to each student
Discovers patterns impossible to obtain from any single agent
Interactive graph showing how agents communicate and collaborate
The 100-agent ecosystem is production-ready and waiting to transform your learning platform