Technical Function: Real-time ingestion of behavioral telemetry via a Transformer-based architecture to predict goal attainment and automate “Next-Best-Action” (NBA) protocols.

How/What it Helps: Eliminates therapeutic plateaus by dynamically adjusting difficulty levels and reinforcement schedules based on latent performance patterns.

In-Person Improvement: Augments the BCBA by automating data-logging and providing a predictive “heat map” of behavioral triggers, allowing for proactive rather than reactive care.