A pragmatic clinical trial evaluates an intervention under real-world conditions to determine whether it improves clinical care and patient outcomes in routine practice. Unlike traditional explanatory trials that focus on efficacy under controlled conditions, pragmatic trials assess how interventions, including healthcare AI, perform within existing clinical workflows, healthcare systems, and patient populations.