Talk Clinical Data and Technology track
Navigating Data Quality in Clinical Trials: Innovations and Challenges in Audit Trail Analysis
Tue, Oct 29, 2024 · 2:40–3:05 PM CET InterContinental Barcelona
About this session
Session: RWD, SYNTHETIC DATA, AND BEYOND
Sponsored presentation.
Amid increasing complexities in data acquisition, data managers and operational users must adapt their approach to data quality oversight, utilizing a wider range of data sources, including audit trails. Audit trail data is immense, and users often struggle to identify key insights or effectively analyze this data, even with regulatory guidance. Consequently, the industry must innovate to find more efficient ways to scrutinize audit trail data and ensure robust data integrity controls. Key challenges with audit trail data include difficulties in gathering and processing massive audit data, pinpointing relevant information (asking right questions), and scalable methods for wider audit data interrogation.
However, audits offer valuable learning opportunities. This session will share real-world examples that showcase novel tools and methodologies for effective audit trail interrogation, and the potential for Generative AI to democratize audit trail review that opens new avenues for more accessible and comprehensive data oversight.
