Vendor Sheet
IQVIA Data Variability Analytics (DVA)
DVA is an AI/ML solution that detects abnormal variability in trial data, such as implausibly consistent vitals, duplicate visits, or professional subjects, in near real time. By replacing manual review, DVA improves sensitivity and specificity, enabling rapid risk detection and site compliance monitoring. Deployed across 800+ studies and 10+ customer portfolios, results are generated in under three minutes. This empowers sponsors to protect data integrity, reduce misconduct risks, and streamline quality management across site-based, decentralized, or hybrid trials.