This Viewpoint from the FDA discusses how pragmatic clinical research—assessment that uses real-world data, often in combination with research data, after initial marketing approval—can help in evaluation of new technologies, benefit research sites in underresourced settings, and better inform regulatory decisions and clinical practice.