reviewed by healthcare experts to maintain compliance and correctness. The system supports efficient documentation for healthcare providers, reducing administrative workload while preserving the integrity of patient information. It also facilitates structured data capture, enabling better reporting and analytics for care management. Its services are oriented toward improving operational efficiency in clinical settings through automated yet clinically verified processes.