Manual home exercise program (HEP) management is a significant operational bottleneck, consuming clinician time and leading to poor patient adherence, which extends recovery timelines and increases appointment frequency. A custom automation workflow addresses this by generating personalized regimens with video demonstrations directly from the PT's EMR notes, automatically delivering them to the patient portal, and initiating structured follow-up. The architecture integrates clinical reasoning, media generation, and patient engagement logic to transform a manual, inconsistent process into a scalable, outcome-driving system.




