Context. Physicians spend significant time documenting patient visits. AI-driven clinical note generation can reduce this burden, but deployment in European markets requires linguistic, regulatory, and compliance adaptation.
Approach. Developed prompt-based note generation pipelines with specialty-specific postprocessing. Focused on multilingual adaptation (English ↔ German) and safe handling of PHI within secure environments.
Impact. Improved physician workflow efficiency while ensuring readiness for MDR and EU AI Act requirements, supporting scalable rollout across European healthcare systems.