Best AI Scribes for Emergency Medicine (2026): Ranked for ED Documentation and Clinical Decision Support
The best AI scribe for emergency medicine in 2026 must handle multi-speaker trauma bays, MDM-level capture for high-acuity E&M coding, observation documentation, sign-out, and procedure notes. Glass Health ranks first in this review because it combines ambient documentation with clinical decision support, evidence-cited assessment-and-plan support, and clinical Q&A in one platform, alongside a dedicated Emergency Medicine mode.
Contents
- Why emergency medicine documentation is different
- What to look for in an ED AI scribe
- Top AI scribes for emergency medicine in 2026
- Encounter types the ED AI scribe must handle
- Documentation challenges the ED AI scribe must solve
- Glass for emergency medicine: ambient scribing plus clinical decision support in one platform
- Pricing comparison for ED deployment
- FAQs
Why emergency medicine documentation is different
Emergency medicine breaks generic ambient documentation in the places that matter most: overlap, interruptions, chronology, and disposition. A clinic visit may stay linear. An ED visit often does not. Triage starts the story, the resident or APP adds an early assessment, the attending reframes the case, nursing updates change the timeline, family collateral fills gaps, consultants weigh in, and serial reassessments may move the patient toward discharge, observation, admission, transfer, psychiatric hold, or resuscitation. The final chart still has to read clearly when the next clinician opens it.
The acuity is different too. An ED note is not just a summary of what was said in the room. It has to preserve why a clinician thought the patient was sick or stable, what data changed the differential, how treatment response shaped the plan, and why the final disposition made sense. In a chaotic encounter, the hardest part is often not generating prose. It is maintaining reasoning across multiple updates without losing the timeline.
Artifact variety is another reason emergency medicine deserves its own workflow. The ED does not run on one note type. A real shift can require an ED Note, Medical Decision Making, ED Course, consult documentation, procedure notes, discharge instructions, patient handouts, observation admission or progress documentation, result callbacks, sign-out, AMA documentation, psychiatric hold documentation, and death or resuscitation notes. If a product only handles a narrow note template, the gaps show up immediately in production.
Observation work is a particularly good stress test. It forces a tool to move past a single encounter summary and support a longitudinal stay with reassessments, progress documentation, and final disposition. The same is true for sign-out. A note that sounds polished but cannot support handoff is not solving the whole emergency medicine problem.
That is why a dedicated Emergency Medicine mode matters. Glass Health supports specialty workflows on its features page, and Emergency Medicine is one of its production specialty modes. For ED buyers, that is the right place to start: a workflow that matches emergency documentation patterns instead of asking clinicians to retrofit a general-purpose note generator to trauma, observation, discharge, and handoff work.
What to look for in an ED AI scribe
The easiest way to buy the wrong product is to evaluate an emergency medicine problem with an ambulatory rubric. Use these eight criteria instead, and score each one on real ED cases rather than a polished demo.
- Dedicated Emergency Medicine mode or specialty awareness. The product should explicitly support emergency medicine as its own workflow. ED documentation is not urgent care plus dictation. You need structures that fit trauma, resuscitation, observation, discharge, and handoff.
- MDM capture for higher-acuity E&M work. A usable ED scribe must preserve reasoning, not just produce readable sentences. It should help organize diagnostic uncertainty, data review, serial reassessment, consultant input, treatment response, and risk.
- Observation documentation. Observation is where many tools get exposed. If the workflow cannot support observation admission, observation progress, and observation discharge documentation, it is not covering the full emergency department service line.
- Multi-speaker capture in high-noise environments. The ED is fragmented by design. Good documentation software should help turn a chaotic encounter into a usable artifact without flattening the chronology or dropping key decisions.
- Procedure note generation. Laceration repair, intubation, central line placement, splinting, I&D, procedural sedation, and resuscitation-related procedures all create separate documentation work. Procedure support should be part of the evaluation plan, not an afterthought.
- Disposition and sign-out support. Emergency clinicians need different outputs for discharge, admission, transfer, observation, AMA, psychiatric hold, and death or resuscitation. Shift change adds another layer. A serious ED workflow should support both patient-facing documentation and clinician-to-clinician handoff.
- EHR integration with an approval path your organization can govern. Standalone note generation is only part of the story for a department rollout. The implementation question is whether the product can connect to Epic, eClinicalWorks, or athenahealth in a way your informatics, security, and compliance teams can review. patient-context access is often the right starting model.
- Clinical decision support beyond documentation. Documentation should not be the ceiling. In emergency medicine, the most useful workflow can also support differential diagnosis, evidence-cited assessment-and-plan development, and focused clinical Q&A in the same place the note is being built.
A good ED pilot uses the same case mix for every tool: one trauma-style case, one chest pain or sepsis case with serial updates, one observation stay, one discharge with patient instructions, one procedure case, and one handoff. Score the output on chronology, completeness, MDM fidelity, disposition support, handoff readiness, and physician review burden. That method tells you much more than a one-off demo.
That is why Glass ranks first in this review. Glass combines ambient documentation with clinical decision support in the same workflow and supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on the Max plan. For emergency physicians, that means one platform can cover both note generation and bedside reasoning support. For department leaders, it creates a cleaner deployment path than stitching together disconnected tools.
Top AI scribes for emergency medicine in 2026
This ranking is built for two buyers at once: the emergency physician looking for a personal scribe and the ED leader looking for a deployable department workflow. Feature descriptions below are based on vendor-owned public pages where a current page was retrievable on 2026-04-18. This review prioritizes products with retrievable current vendor pages, so only those products are described in detail here. For additional market context, DeepCura publishes an emergency-medicine roundup on its best AI scribe for emergency medicine page.
| Rank | Product | Vendor-owned proof point | Best fit |
|---|---|---|---|
| 1 | Glass Health | Dedicated Emergency Medicine mode on Glass features; ambient CDS on Glass Ambient CDS; Max plan supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on Glass best AI medical scribe | ED physicians and ED leaders who want documentation plus CDS in one platform |
| 2 | Freed | Live AI-Powered ED Scribe page with SOAP-note language, multiple voices and ambient-noise language, and STEMI/NSTEMI and trauma references | Clinicians who want an ED-labeled ambient scribe evaluation path |
| 3 | DeepScribe | deepscribe.ai markets an AI medical scribe and specialty-care ambient AI | Teams reviewing established ambient documentation tools |
| 4 | EDScribeAI | edscribeai.app markets itself as ED-specific | Teams comparing an ED-specific product with broader platforms |
Glass combines ambient documentation with differential diagnosis, evidence-cited assessment-and-plan support, and clinical Q&A in one platform. If Microsoft tools are on your shortlist, verify the vendor’s current product materials directly before publication.
1. Glass Health
Glass ranks first in this review because it is organized around a real Emergency Medicine mode and a broad ED artifact set. In production, Glass’s EM mode covers 22 file types and spans the actual work of a shift: ED Note, Medical Decision Making, ED Course, observation admission/progress/discharge, Sign-Out Note, Procedure Notes, AMA Documentation, Psychiatric Hold, Result Callback Note, and Death and Resuscitation Note, along with supporting artifacts such as differential diagnosis, consult, discharge instructions, and patient handouts.
The important distinction is not just the number of outputs. Glass also publishes an ambient clinical decision support workflow on its Ambient CDS page. That includes differential diagnosis support, evidence-cited assessment-and-plan support, and clinical Q&A in the same platform as the scribe workflow. For an attending, that means documentation and clinical thinking support can live in one place instead of being split across multiple products.
We also publish useful deployment detail. Glass supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on Max, with non-Epic workflows confirmed directly with Glass during setup, and we list Lite, Starter, Pro, and Max pricing on our pricing page. For a broader market scan, see our best AI medical scribe hub.
2. Freed
Freed ranks second because it has a live, ED-specific vendor page rather than asking emergency physicians to infer fit from general marketing. The page is explicitly titled “AI-Powered ED Scribe” and describes “accurate, instant SOAP notes.” It also says the product “thrives in high-energy environments, handling multiple voices and ambient noise,” which is directly relevant to emergency department use.
Freed’s page also speaks ED language clearly. It says the product understands “the difference between a STEMI and NSTEMI,” and it frames trauma work with the line “Trauma teams move fast and speak faster.” That makes Freed a reasonable ambient-scribe product to test when your goal is ED-labeled documentation support. For a side-by-side look at Glass and Freed, see our Freed comparison.
3. DeepScribe
DeepScribe ranks third because its public site keeps it in the ambient documentation conversation with verifiable product language. deepscribe.ai markets an “AI Medical Scribe” and “Specialty Care Ambient AI optimized for specialty medicine.” That is enough to keep DeepScribe on a serious evaluation list for teams reviewing established ambient documentation vendors.
4. EDScribeAI
EDScribeAI ranks fourth because it is an ED-specific entrant in this category. Its public site, edscribeai.app, describes the product as “ED scribe AI Accurate, Ambient, ED specific.” If your team wants to compare a narrowly emergency-focused option with broader platforms, it belongs in the evaluation set.
If your organization is standardizing across both the ED and the inpatient floor, compare this list with our best AI scribes for hospital medicine guide.
Encounter types the ED AI scribe must handle
An ED scribe should be tested against the real encounter mix of an emergency department, not a canned demo. A useful pilot set includes trauma, sepsis, observation, discharge, procedure, and handoff cases. The point is not to prove that a tool can draft one attractive note. The point is to see whether it can carry the same encounter forward into the right artifact as the shift evolves.
Glass’s Emergency Medicine mode makes that mapping explicit. Instead of treating every encounter as a single summary, it supports a file-type set that can follow the patient from initial assessment through procedure work, observation, discharge, callback, or handoff.
| Encounter type | Documentation job | Glass EM mode file types to test |
|---|---|---|
| Trauma activation | Primary note, chronology, MDM, procedures | em_note + em_mdm + em_ed_course + em_procedure_notes |
| STEMI/NSTEMI workup | Timeline, data review, consultant communication, disposition | em_note + em_mdm + em_ed_course + em_consult |
| Sepsis bundle | Reassessment, treatment response, risk framing | em_note + em_mdm + em_ed_course |
| Stroke code | Neuro-focused note, time-sensitive decisions, consult trail | em_note + em_mdm + em_ed_course + em_consult |
| Pediatric fever workup | Differential, discharge safety net, parent-facing instructions | em_note + em_ddx + em_mdm + em_dc_instructions + em_patient_handout |
| Procedural sedation | Sedation encounter, procedure detail, response | em_note + em_mdm + em_procedure_notes + em_ed_course |
| Fast-track visit | Efficient note, discharge summary, instructions | em_note + em_discharge_summary + em_dc_instructions + em_patient_handout |
| Boarding reassessment | Ongoing ED course, observation or reassessment updates | em_ed_course + em_obs_progress_note + em_sign_out_note |
| Disposition decision | Admit, discharge, observation, AMA, psych hold | em_mdm + em_discharge_summary + em_obs_admission_note + em_ama_documentation + em_psychiatric_hold |
| ED to inpatient handoff | Sign-out, task list, consult context | em_sign_out_note + em_consult + em_tasking |
A strong pilot does not stop at three easy discharges. Run the tool through a trauma-style case, an observation admission, a procedural sedation, a boarding reassessment, an AMA discharge, and an end-of-shift handoff. Then have physicians review not just grammar, but whether the note sequence preserved chronology, reasoning, and disposition logic. That is how you learn whether the product is truly ED-ready.
Documentation challenges the ED AI scribe must solve
The hardest emergency medicine documentation problems are not typing speed. They are structure, continuity, and context preservation. The product has to keep reasoning intact across interruptions, speaker changes, and disposition shifts, then turn that into the right artifact at the right moment.
Glass’s EM mode is useful here because it is organized around the lifecycle of an ED encounter. Instead of trying to squeeze everything into one generic note, it provides separate artifacts for MDM, ED Course, observation, discharge, sign-out, result callback, psychiatric hold, and other edge-case documentation.
| ED documentation challenge | Why it matters | Glass EM mode capability |
|---|---|---|
| Multi-speaker trauma bay | Chronology and decision points can disappear in overlapping speech | em_note + em_mdm + em_ed_course + em_procedure_notes |
| Shift-change fragmentation | Care continues across sign-out, boarding, and callback workflows | em_sign_out_note + em_ed_course + em_tasking + em_result_callback_note |
| MDM capture for higher-acuity E&M leveling | High-acuity documentation depends on reasoning, risk, and data review | em_mdm + em_ddx |
| Procedure documentation | ED procedures create separate, high-stakes artifacts | em_procedure_notes + em_death_and_resuscitation_note |
| Discharge instructions | Patient-safe discharge work needs clear instructions and handouts | em_dc_instructions + em_patient_handout + em_discharge_summary |
| Disposition reasoning | Admit, discharge, observation, AMA, and psych hold need different chart support | em_mdm + em_obs_admission_note + em_obs_progress_note + em_obs_discharge_summary + em_ama_documentation + em_psychiatric_hold |
This is where Glass’s breadth matters. The ED documentation problem is usually not “write me one note.” It is “help me preserve the same encounter across reassessments, procedures, observation, discharge, and handoff.” The more closely a product matches that operational reality, the more useful it becomes in a live department.
As with any clinical documentation tool, the physician still needs to review the final output before signing. Ambient systems reduce drafting burden; they do not remove clinician responsibility for accuracy, chronology, and final judgment.
Glass for emergency medicine: ambient scribing plus clinical decision support in one platform
Glass includes a dedicated Emergency Medicine mode in production, and that matters because emergency clinicians need their own artifacts, sequence, and handoff logic. The value is not just that Glass can draft an ED note. The value is that the same workflow can support core note generation, differential diagnosis work, observation documentation, discharge support, sign-out, and procedure documentation inside one specialty-aware mode.
What the Emergency Medicine mode covers
Glass’s verified Emergency Medicine set includes 22 file types:
em_pre_chart(Pre-Chart)em_encounter_summary(Encounter Summary)em_encounter_insights(Encounter Insights)em_ed_course(ED Course)em_consult(Consult)em_ddx(Differential Diagnosis)em_mdm(Medical Decision Making)em_note(ED Note)em_hpi(HPI)em_discharge_summary(Discharge Summary)em_dc_instructions(DC Instructions)em_patient_handout(Patient Handout)em_sign_out_note(Sign-Out Note)em_procedure_notes(Procedure Notes)em_obs_admission_note(Observation Admission Note)em_obs_progress_note(Observation Progress Note)em_obs_discharge_summary(Observation Discharge Summary)em_result_callback_note(Result Callback Note)em_death_and_resuscitation_note(Death and Resuscitation Note)em_psychiatric_hold(Psychiatric Hold)em_ama_documentation(AMA Documentation)em_tasking(Tasking)
That list maps cleanly to the actual work of an ED shift. A physician can pre-chart before the encounter, generate the note and MDM, maintain the ED Course during reassessments, create procedure documentation when needed, move the patient into observation if the stay extends, generate discharge instructions and handouts at release, create a Sign-Out Note at shift change, and cover edge cases like AMA, psychiatric hold, result callback, and death or resuscitation workflows when those occur.
How the CDS layer fits the ED workflow
Glass also includes a clinical decision support layer that sits alongside the ambient scribe workflow. Glass supports differential diagnosis, evidence-cited assessment-and-plan drafting, and clinical Q&A. Consult functions as a clinical reference Q&A mode, and clinical recommendations are backed by medical evidence.
In practical ED terms, that means the same platform can support note drafting and focused clinical thinking. When a case is still evolving, the useful output is not only a cleaned-up narrative. It is also a workflow that can help structure the differential, support a reasoned assessment and plan, and answer targeted questions without forcing the physician into a separate application.
How Glass connects to EHR workflows
For department deployment, Glass Health has an integration story. The EHR integration page says Glass leverages SMART on FHIR technology for supported EHR workflows. The practical review questions are which patient context the ED team needs, how clinicians review generated output, and how the workflow fits existing documentation governance.
That workflow model matters because it changes the implementation conversation. The goal is governed access to clinical context plus clinician review. Glass supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on Max, with non-Epic workflows confirmed directly with Glass during setup.
How to enable Glass for an ED pilot
For an individual physician pilot, the simplest path is to start with a personal account and test the Emergency Medicine mode on your own case mix. For a department or health-system pilot that needs EHR context, the relevant tier is Max. That gives the organization a concrete review path: decide which ED artifacts matter most, define the pilot case set, complete security review for chart-context workflow access, and measure both documentation quality and physician review burden.
Operationally, most ED teams should start with a focused artifact set: ED Note, Medical Decision Making, ED Course, one observation workflow, one procedure workflow, discharge instructions, and Sign-Out Note. If those work well, then expand into result callbacks, AMA, psychiatric hold, tasking, and death or resuscitation documentation.
For athenahealth and eClinicalWorks buyers, plan the evaluation around Glass’s direct EHR workflow. That affects how buyers should scope internal review.
The overall deployment story is straightforward: one specialty-aware Emergency Medicine mode, one platform that combines ambient documentation and CDS, EHR-connected workflow review on Max, and explicit coverage for observation, sign-out, procedures, AMA, psychiatric hold, and other ED-native artifacts.
Pricing comparison for ED deployment
ED buyers usually split into two groups. The first is the individual clinician who wants a personal scribe now. The second is the department leader who needs a governed rollout path with EHR connectivity. This table lists exact monthly pricing only when Glass Health publishes it.
| Glass plan | Public pricing status | ED deployment readout |
|---|---|---|
| Glass Lite | Free on Glass pricing | Free starting point for personal evaluation |
| Glass Starter | $20/month on Glass pricing | Low-cost option for early workflow testing |
| Glass Pro | $90/month on Glass pricing | Strong fit for an individual ED physician or APP who wants ambient documentation plus CDS |
| Glass Max | $200/month on Glass pricing | Department deployment tier for Epic, eClinicalWorks, athenahealth, and Elation clinical workflows |
For most individual emergency physicians, Pro is the practical starting tier because it gives you the combined documentation-plus-CDS workflow without requiring enterprise setup. For a group pilot or health-system rollout that needs EHR context, Max is the relevant plan because Glass reserves those named clinical workflows for that tier.
For enterprise rollout, compare each vendor’s current public materials directly. Packaging, technical detail, and pricing presentation can change over time, so it is worth verifying the latest vendor information during contracting.
Primary CTA: Start free Glass account and review the current tiers on pricing. Secondary CTA: Talk to clinical ops if you are planning ED department deployment across Epic, eClinicalWorks, or athenahealth.
FAQs
What is the best AI scribe for emergency medicine in 2026?
Glass ranks first in this review because it combines ambient documentation with clinical decision support and supports Epic, eClinicalWorks, athenahealth, and Elation clinical workflows on the Max plan.
Does Glass Health have a dedicated Emergency Medicine mode?
Yes. Glass ships a dedicated Emergency Medicine mode in production, and that mode includes ED-native file types such as ED Note, Medical Decision Making, ED Course, observation documentation, Sign-Out Note, Procedure Notes, AMA Documentation, Psychiatric Hold, and Death and Resuscitation Note.
Can Glass capture MDM for E&M leveling?
Yes. Glass’s Emergency Medicine mode includes em_mdm (Medical Decision Making) and em_ddx (Differential Diagnosis), which are the core artifacts for preserving high-acuity ED reasoning and supporting deeper E&M documentation.
Does Glass handle observation documentation?
Yes. Glass includes em_obs_admission_note (Observation Admission Note), em_obs_progress_note (Observation Progress Note), and em_obs_discharge_summary (Observation Discharge Summary).
Does Glass support Epic workflows?
Yes. On the Max plan, Glass supports Epic clinical workflows. Epic-specific buyers should review the Epic integration page and confirm current setup directly with Glass.
How should ED teams review EHR setup?
Start with the supported EHR environment, patient-context needs, security review, clinician review workflow, and the ED artifact set that matters most to the pilot.
Do any AI scribes for the ED include clinical decision support?
Yes. Glass does. Glass combines ambient documentation with differential diagnosis support, evidence-cited assessment-and-plan support, and clinical Q&A in the same platform.
What does Glass cost per ED physician?
We list four tiers on our pricing page: Lite free, Starter $20/month, Pro $90/month, and Max $200/month. For most individual ED physicians, Pro is the practical starting tier.
Can Glass document procedural sedation and procedure notes?
Yes. Procedural sedation workflows can map to em_note, em_mdm, em_ed_course, and em_procedure_notes, which covers the narrative note, reasoning, chronology, and procedure artifact.
How does Glass handle multi-speaker trauma bay capture?
Glass’s Emergency Medicine mode is built for high-acuity ED encounters and can generate the set of artifacts commonly needed around a trauma-style encounter, including an ED Note, Medical Decision Making, ED Course, and Procedure Notes. As with any clinical documentation tool, clinicians should review the final documentation before signing.
Does Glass support psychiatric hold documentation?
Yes. Glass includes em_psychiatric_hold (Psychiatric Hold) as a dedicated Emergency Medicine file type.
How do you enable Glass for an ED pilot?
Start with the Emergency Medicine mode and decide whether you are testing as an individual or as a department. Individual users can begin with a personal account, while departments that need EHR context should use Max and plan a SMART on FHIR workflow review with Glass and the EHR team. Then pilot the core ED artifacts first: note, MDM, ED Course, observation, procedure, discharge, and sign-out.