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Ambient AI scribes: what the evidence actually shows

A 22-page read of the published evidence on ambient AI scribes.

PDF · 22 pages · Updated 30 September 2026

Who it is for
Clinical leaders and medical groups deciding whether, and how, to pilot an ambient AI scribe.
Format
PDF
Length
22 pages
Updated
30 September 2026
Topic
Ambient scribes

Three findings inside

  • 2.58 million

    patient encounters across 7,260 physicians in the largest published scribe deployment.

    The Permanente Medical Group, NEJM Catalyst, 2025

  • 9.5%

    less time in notes for one scribe in a randomized trial; the other showed no significant change.

    Lukac et al., NEJM AI, 2025

  • 13 min

    of EHR time saved per 8 scheduled patient hours across 8,581 clinicians in five health systems.

    Rotenstein et al., JAMA, 2026

What is inside

  1. The burden the scribe is aimed at
  2. Scale is settled: the Kaiser Permanente deployment
  3. What the randomized and controlled evidence shows
  4. Time savings: the distribution, not the average
  5. Accuracy: how notes go wrong, and how systems catch it
  6. The vendor landscape: documented and marketed
  7. An honest return-on-investment frame
  8. What to measure in a pilot

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A 22-page read of the published evidence on ambient AI scribes.

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Questions

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Ambient AI scribes: what the evidence actually shows

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