Key TakeawaysAmbient note-generation and encounter-focused summarization can meaningfully decrease pre-visit review and post-visit documentation time, enabling clinicians to reallocate effort toward direct patient care.Physician-perceived value clusters around administrative relief, including documentation and prior authorizations, with downstream effects on burnout, work efficiency, and job satisfaction.ROI frameworks should incorporate leading indicators such as patient/clinician satisfaction, turnover risk, […]

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