In the dynamic realm of healthcare, the effective sharing of patient data is paramount. Realizing interoperability, the ability of diverse health information systems to seamlessly communicate, presents a significant challenge and a transformative opportunity. Facilitating data flow across systems is essential for enhancing patient care, optimizing