In the evolving landscape of healthcare, generating real-world evidence (RWE) has become essential for driving clinical practice. To maximize RWE generation, improving clinical data management is paramount. By utilizing robust data infrastructure strategies and leveraging cutting-edge tools, healthcare organizations can {effectively manage, analyze