These roles provide hands-on clinical workflow research and implementation support, working directly with clinicians and operational teams to document current-state workflows, identify burden and failure points, support measurement, and observe pilots in real operating conditions. Support adoption and implementation analysis by documenting training needs, role changes, local variation, unintended workarounds, support issues, and conditions that affect successful use in practice.