AI Scribes in the Emergency Department

• ED specific ambient documentation. The measurable outcomes are minutes of charting after the end of shift per physician, note completion time relative to disposition, and physician reported effort. Departments that have published early results report large reductions in after shift charting; treat any figure as a vendor claim until you have your own.
• MDM support and coding. ED E/M is now entirely MDM based. A note that explicitly records the problems addressed, the data reviewed and the risk discussed protects the level. Coding assistants that read the note and flag missing MDM elements before signature pay back in weeks in a high volume department, provided they suggest and never auto populate.
• Handover, admission and discharge communication. Drafting the admission summary, the discharge instructions and the primary care letter from the same encounter record. Real time savings, and a patient safety benefit when discharge instructions are legible.
• Triage intake support. Structured symptom capture at registration, useful for lower acuity streams and waiting room reassessment reminders. Not a triage decision tool.
• Charge capture and facility coding. ED charge capture leakage is well documented; our charge capture calculator puts a number on it. This is a revenue cycle project with a documentation input rather than a scribe feature.

Nothing in this list makes a clinical decision. The ED is the last place to introduce a tool that suggests a disposition.

Two registry vendors publish dedicated ED products; several more list the specialty.

Abridge launched Abridge Inside for Emergency Medicine in January 2025 as part of Epic's Workshop programme, integrated with Epic's ASAP module in Hyperspace and Haiku, and names Emory Healthcare, Johns Hopkins Medicine, Deaconess, UChicago Medicine and Mayo Clinic as users, as stated in its press release and still listed in September 2026. For an Epic ED this is the most developed integration we have found. Pricing is not published; see what is known.

Ambience Healthcare names the emergency department as one of three care settings on its homepage in September 2026, alongside ambulatory and inpatient, and its coding product suggests E/M levels and ICD-10 codes. Ambience has native integrations with Epic, Oracle Health and eClinicalWorks. Pricing is not published (details).

Microsoft Dragon Copilot states that it serves emergency departments among other settings, as stated on Microsoft's site in September 2026, and has native Epic, Oracle Health, MEDITECH and athenahealth integrations. Ask specifically for an ED reference site, because the general product and an ED configured one are different deployments. Suki lists Emergency Medicine in its published specialties table but we found no dedicated ED product page. Nabla is described by third parties as adding emergency medicine support; its own site names no specialties, so treat that as vendor stated and not independently verified.

Freed, Heidi and Sunoh.ai do not name emergency medicine on their sites, and their interaction model, a single recording per visit, does not fit the setting. The independent scribe comparison explains how we score ED readiness.

Since 1 January 2023, emergency department E/M codes 99281 to 99285 are selected solely on medical decision making. Time is not a component for ED codes, and history and examination are documented as medically appropriate but do not drive the level. ACEP's reimbursement FAQs on the 2023 guidelines set this out in detail. Three consequences for a scribe.

The note must show the three MDM elements. Number and complexity of problems addressed, amount and complexity of data reviewed and analysed, and risk of complications or morbidity of patient management. Data scoring counts categories such as tests ordered and reviewed, independent interpretation of images, and discussion with external physicians. A scribe that hears the physician say "I looked at the CT myself" or "I discussed with cardiology" and records it in the data section is doing the work. One that produces a fluent narrative without those sentences loses a level.

Presenting problems count, not just final diagnoses. The 2023 guidelines recognise that symptoms likely to represent a highly morbid condition can drive MDM even when the final diagnosis is benign. The note needs to record the differential considered and the reasoning, which is exactly what physicians say aloud and rarely type.

Split or shared visits and multi clinician notes. An ED patient often has a resident, an attending and an advanced practice clinician contributing. CMS rules on split or shared visits determine who bills, based on the substantive portion. A scribe has to attribute content to the right clinician and support attestation. Ask the vendor how it handles a second clinician's recording on the same encounter and what the note looks like at handover.

Critical care time (99291) remains time based and has its own documentation requirements. A scribe should not be relied on to compute it.

Consent is harder in the ED than anywhere else. Patients are in pain, altered, intoxicated or unconscious. A verbal consent sentence works for most, and a documented refusal path must exist. For patients who cannot consent, most departments treat the recording like any other part of the medical record under the treatment exception and rely on the posted notice, but this is a policy your compliance officer and counsel should set explicitly rather than inherit from the vendor's template. Our HIPAA and AI page covers the business associate agreement and the retention and training clauses that matter.

The larger problem is other people. A hallway bed recording captures the patient in the next bay, family members, and staff conversations about other patients. The vendor should be able to explain how it isolates the target encounter, what it does with captured speech that is not part of it, and whether transcripts are retained at all. Ask for the retention setting and set it to the minimum. Departments with high proportions of paediatric, psychiatric or sexual assault presentations need a clear pause protocol and staff who use it.

State all party consent statutes apply to recording; ED practice should build to them. Where the department sends AI drafted discharge instructions or portal messages, disclosure laws such as California's reach those communications.

Model your own numbers in the AI scribe ROI calculator, treating each physician shift as a working day. Assumptions here are illustrative.

• A department seeing 60,000 patients a year with 18 physician FTEs working roughly 180 shifts each, about 18 patients per shift.
• Measured documentation time of 7 minutes per patient, with a third of it after the end of shift.
• A 35 percent reduction in documentation time, below the figures early adopter departments have publicised.
• Loaded emergency physician cost of 200 USD per hour.
• Licence cost of 500 USD per physician per month, an assumption in the absence of published ED pricing.

Documentation time per shift is 126 minutes; a 35 percent reduction returns 44 minutes per shift, or about 132 hours per physician per year, worth 26,400 USD. Across 18 FTEs that is roughly 475,000 USD of physician time against 108,000 USD of licences. The department will not cash that as fewer physicians. It cashes it as shorter after shift charting, notes signed before disposition, cleaner MDM documentation, and retention.

The retention line is the one to take seriously. Emergency physician turnover is expensive and the specialty reports some of the highest burnout rates in medicine. Put your own replacement cost into the clinician turnover cost tool; one avoided departure a year typically exceeds the entire licence cost.

• Does the product launch from our ED tracking board and write into the ED note in our EHR? Show us on our version, with our note templates.
• How does it handle one patient seen in four fragments over six hours, and two patients recorded in the same hallway?
• How does it handle handover: can a second physician continue the note, and how is attribution shown for split or shared billing?
• Does the note explicitly document MDM elements: problems addressed, data reviewed, independent interpretation, external discussion, risk? Show ten real, redacted ED notes.
• What happens to speech from other patients and staff captured in the recording, and what are the retention settings?
• Can our physicians pause and restart, and does the note show the gap?
• Which of your ED sites on our EHR will take a reference call, and what were their measured after shift charting numbers?
• Pricing per physician, per shift or per encounter, and the exit term. Our vendor questions guide covers the security and contract items.

The emergency department is where a scribe deployment is most likely to be technically sound and still fail, because it was configured like an office product. The fixes are known, they are all in the integration and the workflow, and they have to be specified before the contract.

Our vendor selection service writes the ED specific requirements above into the evaluation, runs a measured pilot on one shift pattern, and checks the MDM documentation and split or shared attribution against your coders' standard. Our deployment roadmap then sequences the rollout across shifts and sites without the ten different configurations that departments end up with by accident. We take no vendor commissions. Book a call with your annual volume, EHR and physician FTE count and we will tell you which two vendors to trial and what to measure.