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