In the rapidly changing landscape of healthcare, collecting real-world evidence (RWE) has become essential for informing clinical decision making. To optimize RWE generation, streamlining clinical data management is paramount. By utilizing robust data infrastructure strategies and exploiting cutting-edge tools, healthcare organizations can {effecti