This study aims to develop a Clinical Decision Support System (CDSS) platform utilizing healthcare MyData to enhance patient safety. The platform focuses on algorithms for managing hyperglycemia and predicting Acute Kidney Injury (AKI). To evaluate the platform, we conducted in-depth interviews with healthcare professionals and assessed its performance. By integrating artificial intelligence (AI) with MyData data, this research seeks to deliver personalized safety alerts, marking progress in patient-centered care through the application of healthcare MyData.