IQVIA consolidated 250 warehouses on Cloudera and improved trial-eligibility prediction fourfold.

Data scattered across 250 warehouses needed days to consolidate for analysis. IQVIA built a 2-petabyte Cloudera platform with regional tenants in four countries and Data Science Workbench. The page reports queries down from days to seconds, a fourfold gain in prediction accuracy for patient trial eligibility, and participant identification cut from weeks or months to seconds or minutes.

Cloudera is a hybrid data and AI platform, used by pharma, CROs and healthcare analytics firms for R&D data consolidation and trial analytics

This sits in the Data Providers stage of the AI use-case lifecycle: Named examples from the real-world-data, claims and competitive-intelligence providers pharma AI systems are trained on, benchmarked against, or run inside of.