The reality of data fragmentation in clinical trials with Kavita Gaadhe

In this episode of Clinical Data Talks, Sylvain Berthelot welcomes Dr. Kavita Gaadhe, a clinical data management lead working at the high-stakes intersection of technology and precision medicine. Together, they explore the increasingly complex reality of managing non-linear data flows in a digitalized landscape.

With expertise in navigating the "data mesh" of modern trials, Kavita shares how data managers are no longer just handling EDC systems but are now coordinating a symphony of sources: from multi-omics and imaging to device data and patient-reported outcomes. She explains the friction that occurs when these heterogeneous sources "speak different languages," forcing data teams to spend their days reconciling time points and bridging semantic gaps to meet standardization requirements.

Sylvain and Kavita discuss why the industry is currently attempting to bolt 21st-century data onto 20th-century infrastructure, the necessity of viewing data as a strategic asset rather than a byproduct, and why oncology and precision medicine trials demand flexibility from technology first and foremost.

Tune in to learn why a holistic mindset shift in vendor selection and a learner’s attitude are essential for surviving—and thriving—in today’s complex clinical data environment.