What this stage does
Exploratory and secondary analysis using data collected outside the trial's own case report form — claims, EHR extracts, registries — to support feasibility, safety context, or post-approval evidence.
Where AI applies
Cohort discovery and harmonization across heterogeneous real-world sources, and evidence synthesis that cites back to the source dataset rather than asserting a number.