Challenge
International medical graduates preparing for Germany's Fachsprachprüfung (FSP) had no realistic way to practice Teil 1 — the 20-minute patient interview. Sessions with native speakers were expensive and hard to schedule. Candidates needed to master 72 scoring criteria under time pressure, but had no system that could evaluate medical terminology, conversation structure, and completeness in real time.
