We evaluate the real-world impact of an AI medical scribe on documentation time and clinician experience following large-scale deployment in a European health system.

We introduce Time to Care, a multinational study assessing administrative burden in European healthcare and examining clinician and patient readiness for AI-enabled documentation tools.

This thesis examines how mental healthcare professionals perceive and adopt an AI-based clinical co-pilot for documentation support, and the factors influencing its integration into routine practice.

We present Time to Care UK, a national study examining how clinical documentation affects care quality, clinician wellbeing, and patient attitudes toward AI-powered documentation.