The digital transformation of healthcare in South Korea, accelerated by COVID-19, has led to increased focus on critically ill patients in large hospitals. To address this, a monitoring system was developed to ensure safe inpatient treatment and improve staff efficiency. This aligns with the Medical Data-Centric Hospitals initiative, which leverages data for healthcare innovation. The case study highlights the implementation of a ward critical care monitoring system, which has improved patient safety, work efficiency, and expanded patient monitoring scope. Key lessons include the importance of addressing technical and user challenges, aligning innovations with national policies, and the potential of data-driven solutions to tackle healthcare challenges.