The integration of cloud computing into the healthcare sector has revolutionized service delivery, enabling more efficient and scalable solutions for managing sensitive health data. However, the adoption of cloud-based frameworks for government healthcare services requires ensuring both security and scalability to handle large volumes of data while complying with strict regulatory and privacy standards.