IncluTrain: Solving the SPED Teacher Shortage with AI.
Practice-Based Teacher Education (PBTE) through AI-powered VR classroom simulations. Pre-service and in-service special education teachers practice de-escalation, IEP facilitation, and differentiated instruction in high-fidelity scenarios — without risking real student outcomes.
Web application optimized for desktop browsers. Simulations require full-screen split-panel layouts.
A student stands up during a math assessment, throws their pencil, and says "I can't do this." Two students look startled. What do you do first?
Clinical Evidence
Practice-Based Teacher Education at Scale
The national special education teacher shortage has reached crisis levels. IncluTrain uses AI-driven simulation to compress years of experiential learning into high-fidelity practice sessions that build competency before teachers enter the classroom.
AI Classroom Simulations
High-fidelity VR scenarios replicate real SPED classroom challenges — meltdowns, elopement, sensory overload, co-teaching friction, and difficult parent conferences. Teachers practice response protocols in a zero-risk environment.
Adaptive Difficulty Scaling
AI adjusts scenario complexity based on teacher performance. Novice educators start with structured prompts and scaffolds; experienced teachers face ambiguous, multi-variable situations that demand expert clinical judgment.
IEP Meeting Facilitation
Simulated IEP meetings with AI-generated parent personas — including adversarial, anxious, and disengaged archetypes. Teachers practice trauma-informed facilitation and legal compliance in realistic high-stakes settings.
District Integration
Teacher Competency Data Feeds the OS.
Simulation performance metrics, competency growth curves, and certification readiness scores sync to the IncluShift OS — giving district HR and professional development teams data-driven insight into their SPED workforce pipeline.