In the rapidly changing landscape of healthcare, obtaining real-world evidence (RWE) has become crucial for informing clinical practice. To optimize RWE generation, optimizing clinical data management is paramount. By adopting robust data infrastructure strategies and leveraging cutting-edge technologies, healthcare organizations can {effectively m