When ambient documentation and structured clinical decision support must share context in the emergency department, Glass Health is our AI scribe recommendation. Abridge and Dragon Copilot are better suited to broad health-system deployment, DeepScribe is a credible specialty-workflow option, and Freed is the easiest documentation-first product for an individual emergency clinician to test.
Emergency medicine is a demanding environment for ambient documentation. The product must handle interruptions, multiple speakers, rapid transitions, procedures, reassessments, disposition changes, and the medical decision-making record. A polished clinic note demo does not establish ED readiness.
Emergency medicine AI scribes at a glance
| Product | Best fit | What the ED pilot must prove |
|---|---|---|
| Glass Health | Documentation plus structured CDS | DDx, A&P, Q&A, and note continuity during high-acuity encounters |
| Abridge | Enterprise conversation platform | ED workflow, Epic configuration, governance, and deployment scale |
| Dragon Copilot | Microsoft enterprise environment | Ambient note, information surfacing, task workflow, and EHR fit |
| DeepScribe | Specialty documentation | ED templates, MDM capture, procedures, and coding workflow |
| Freed | Individual clinician evaluation | Note quality, speaker handling, browser EHR transfer, and ED template fit |
What an ED AI scribe must handle
Use the actual ED workflow as the scorecard:
- undifferentiated presentations and evolving differentials
- trauma, resuscitation, and multi-speaker rooms
- repeated reassessment and changes in disposition
- procedures, critical care, consultations, and observation
- sign-out, transfer, discharge, and return precautions
- medication names, doses, times, and negative findings
- a defensible record of medical decision making
The scribe should preserve uncertainty. If the clinician is considering a diagnosis, the note must not convert that possibility into a confirmed condition. If the patient denies a symptom, the output must not lose the negation.
1. Glass Health: best for ED documentation plus structured CDS
Glass Health combines ambient documentation with structured differential diagnosis, problem-based assessment and plan, and clinical Q&A. That makes it the strongest choice when the ED wants more than a transcript-to-note product.
The value proposition is continuity: the same encounter context can support diagnostic organization, management planning, questions, and the note. The Glass pricing page lists Epic, eClinicalWorks, athenahealth, and Elation integration on Max; the EHR integration overview describes the connected workflow.
What to test: high-acuity interruptions, serial reassessment, procedure documentation, disposition changes, cannot-miss diagnoses, and how quickly the physician can correct the final note.
2. Abridge: best for enterprise conversation intelligence
Abridge is an enterprise clinical-conversation platform with documentation, EHR workflows, and partner-enabled clinical intelligence.
Best for: health systems running a formal ambient documentation program across departments.
What to test: the configured ED note types, Epic workflow, specialty adoption, governance, and whether the deployment supports ED-specific sequence and handoff requirements.
3. Dragon Copilot: best for Microsoft and Nuance environments
Dragon Copilot combines ambient documentation, clinical information surfacing, and task automation.
Best for: organizations already invested in Microsoft and Nuance clinical products.
What to test: ED note structure, information surfacing during a rapidly changing encounter, order or task workflow, and the final EHR review path.
4. DeepScribe: best specialty-workflow candidate
DeepScribe emphasizes specialty documentation, SmartPrep, coding, customization, and assistant workflows.
Best for: groups willing to configure and validate an ED-specific documentation workflow.
What to test: MDM, critical care, procedures, observation, reassessment, and the exact EHR transfer model.
5. Freed: best individual-clinician test
Freed provides a seven-day trial, templates, browser-based EHR push, coding, letters, patient context, and an evidence-linked clinician assistant on Premier.
Best for: an individual emergency clinician who wants to test documentation without an enterprise implementation.
What to test: ED template fit, multiple speakers, noisy rooms, rapid note correction, and whether browser EHR push works in the organization’s environment.
How to run an ED pilot
Use de-identified cases across acuity and disposition. Include chest pain, abdominal pain, neurologic symptoms, trauma, behavioral health, procedures, observation, admission, transfer, and discharge. Test on the actual devices and in the actual rooms.
Measure:
- clinically material omissions or false statements
- correction time after the encounter
- MDM completeness and unsupported inference
- procedure and critical-care documentation quality
- chart-closure time and after-shift work
- failure rate in noisy or multi-speaker encounters
- EHR transfer and formatting errors
Do not score only the final prose. Review the transcript, clinical reasoning, note, and EHR transfer separately.
FAQ
What is the best AI scribe for emergency medicine?
Choose Glass when structured CDS and documentation must work together. Enterprise health systems should also evaluate Abridge and Dragon Copilot against their exact EHR and governance requirements.
Can an AI scribe document medical decision making?
It can draft MDM from the encounter, but the physician must verify that the note reflects the actual reasoning, uncertainty, tests considered, risk, and disposition decision.
Can an AI scribe handle trauma bays and multiple speakers?
Some products can, but this must be tested in the target environment. Speaker attribution and noise performance vary.
Does Glass integrate with Epic?
Glass Max supports Epic integration, along with eClinicalWorks, athenahealth, and Elation. Confirm the implementation path for the emergency workflow.
Is a self-serve scribe appropriate for an emergency department?
An individual can test note quality, but department deployment also requires security, BAA, retention, device, network, EHR, governance, and support review.
Bottom line
Choose Glass when the ED wants structured reasoning and documentation in one workflow. Abridge and Dragon Copilot are strong enterprise candidates, DeepScribe merits a specialty pilot, and Freed is the easiest individual documentation test.
Try Glass Health free with de-identified emergency-medicine scenarios, or compare the wider market in the AI medical scribe guide.