In the rapidly changing landscape of healthcare, generating real-world evidence (RWE) has become vital for informing clinical decision making. To maximize RWE generation, optimizing clinical data management is paramount. By utilizing robust data governance strategies and leveraging cutting-edge technologies, healthcare organizations can {effectivel