Education Intelligence Platform

CausalEDEducation Intelligence Platform

The next generation builds the next generation of education. CausalED empowers high school students and recent graduates to build AI-powered solutions for education — using NetCausal's causal AI infrastructure. From personalized learning pathways to dropout prediction, student builders create real products that ship to real schools.

AI Capabilities

Student Builder SDK (TypeScript + Python)Causal Learning Pathway EngineDropout Risk Prediction (Causal)Personalized Curriculum OptimizationTeacher Workload IntelligenceSchool District Digital TwinStudent Engagement AnalyticsCausal Fairness (Education Equity)FERPA Compliance FrameworkGrant & Funding Outcome Prediction

Core Capabilities

Student Builder Program: High school students and graduates build production AI solutions using NetCausal SDK — real products, real schools, real impact

Causal learning pathways: AI identifies which interventions actually cause improved outcomes vs. mere correlations — per student, per subject, with confidence intervals

Dropout prediction using causal models: identifies actionable risk factors (not just correlations) so counselors intervene on causes, not symptoms

Teacher workload optimization: causal analysis of time allocation to identify which activities drive student outcomes vs. administrative overhead

School district digital twin: simulate policy changes (class size, scheduling, resource allocation) before implementation to predict causal impact

FERPA-compliant by design: differential privacy, immutable audit trails, and zero data egress architecture for student data protection

API Endpoints

POST/v1/causaled/learning-path
POST/v1/causaled/dropout-risk
POST/v1/causaled/curriculum
POST/v1/causaled/engagement
GET/v1/causaled/compliance
POST/v1/causaled/simulate

60 req/min in sandbox mode, no credit card required