Mats Sundgren, Sarah Burge, Lars Fransson, Adriano Garcez, Joeri Holtzem, Gabi Maetzu, Thomas Metcalfe, Steve Tolle, Felix Nensa, and Joe Lengfellner

New research finds that while eSource adoption is advancing through EHR-to-EDC workflows, scaling its impact will depend on integrating unstructured clinical data using AI, shared standards, and collaborative validation models across sites, sponsors, and vendors.