In the rapidly changing landscape of healthcare, generating real-world evidence (RWE) has become crucial for guiding clinical practice. To maximize RWE generation, streamlining clinical data management is paramount. By adopting robust data infrastructure strategies and exploiting cutting-edge technologies, healthcare organizations can {effectively