What this stage does
Follow one investigator site's path across the entire trial — qualification, every sponsor system it must log into, every process a different function designed independently — from first contact through study closeout and the decision whether to work with the sponsor again.
Where AI applies
Cross-system reconciliation of the EDC, IRT, labs, training, and monitoring workloads a site juggles at once, and burden scoring that treats the site as a continuous partner rather than a set of unrelated compliance touchpoints.