In the evolving landscape of healthcare, generating real-world evidence (RWE) has become vital for driving clinical decision making. To optimize RWE generation, improving clinical data management is paramount. By utilizing robust data governance strategies and harnessing cutting-edge tools, healthcare organizations can {effectively manage, analyze,