Clinical teams were buried under report requests each requiring data pulls from multiple portals, manual reconciliation in Excel, and reanalysis to answer even simple questions. The volume of reporting created delays and drained valuable resources from strategic work.

Vivo replaced the need for manual reporting with instant, AI-generated answers. Teams could query across datasets using simple prompts, and within seconds, receive analysis-ready outputs. OmniScience tailored the reporting views to the study’s most common needs, eliminating 2,000-4,000 hours of manual labor.