New physical therapists struggle to effectively tailor pain science education to individual patients, balancing over- and under-explaining, timing, and patient readiness.

No existing solution provides personalized, adaptive pain science education that adjusts content, complexity, and timing based on patient history and readiness, and therapist skill level.