In the dynamic landscape of healthcare, collecting real-world evidence (RWE) has become vital for informing clinical trials. To maximize RWE generation, optimizing clinical data management is paramount. By implementing robust data management strategies and harnessing cutting-edge tools, healthcare organizations can {effectively manage, analyze, and