The healthcare industry is on the cusp of a profound transformation, shifting from a traditional model of patient engagement to an increasingly automated, self-directed paradigm. Patient engagement, a cornerstone of value-based care, has historically relied on a collaborative, human-centric partnership between patients and their care teams. However, this model faces inherent limitations in scalability due to administrative burdens, staffing shortages, and the increasing compl