The digital health sector is experiencing a structural transition from passive conversational transcription tools to active, context aware clinical assistants. Ambient clinical intelligence, systems that continuously listen to patient physician interactions to synthesise structured medical documentation, has transitioned from an experimental pilot technology to an enterprise infrastructure imperative. Within this consolidating landscape, Redwood City based healthcare artifici