AI Scribes for Neurology and the Long HPI

Differently for each, and this is where neurology departs from most specialties.

The exam. Neurologists narrate the exam as they perform it, and a good scribe captures that narration into the note's exam section in the clinician's preferred order: mental status, cranial nerves, motor, reflexes, sensory, coordination, gait. The failure mode is a scribe that normalises the exam into a generic template, drops a graded reflex or rewrites "pronator drift on the left" into vaguer language. Configure the exam template with the vendor before go live and test it with each neurologist, because exam structure is personal.

EEG and EMG reports. These are interpreted diagnostic studies with their own report structure and their own CPT codes, and they are typically dictated or templated from the study system. An ambient scribe has no business generating them. Where a neurologist dictates the interpretation, a dictation product, which several scribe vendors also offer, is the right tool. Keep the two workflows separate in the contract and the training.

Imaging review. A neurologist's independent review of an MRI is both clinically central and an element of medical decision making for coding. The scribe should capture the sentence "I reviewed the MRI brain myself and it shows ..." verbatim into the data reviewed section. Check this in the pilot.

The AAN has published position statements on the use of AI in neurology and on documentation burden; both are worth reading before a purchase because they set out the profession's own view of where AI belongs.

• Ambient documentation for new patient and complex return visits. First. Measure minutes of documentation per new patient visit and after hours chart time before go live.
• Prior authorization. A close second, and in some practices first. Neurology generates a heavy authorization load for MRI, CGRP monoclonal antibodies and gepants for migraine, disease modifying therapies for multiple sclerosis, botulinum toxin, and newer epilepsy drugs. Each is document intensive and repetitive. The CMS prior authorization rule is changing payer timelines, and the prior authorization cost calculator will show you what the current process costs.
• Inbox and refill management. Epilepsy and migraine patients message about breakthrough symptoms and medication timing constantly. Drafting and routing tools help; clinical judgement stays with the nurse.
• Care coordination. Letters to referring physicians and coordination with neurosurgery, rehabilitation and infusion centres. A scribe that drafts the referral letter from the visit recording covers a lot of this.
• Scheduling. Neurology wait times are long everywhere and no shows on long new patient slots are expensive. Waitlist backfill pays back quickly.

Three registry vendors name neurology on their public sites, as checked in September 2026.

DeepScribe publishes a dedicated neurology specialty page and lists neurology among the specialties it has built tuned models for, alongside oncology, cardiology, gastroenterology, orthopedics and urology. Its integrations with Epic, athenahealth, eClinicalWorks and NextGen are API based rather than marketplace native. Pricing is not published (details).

Suki lists Neurology in its supported specialties table on its developer documentation. Suki is native on athenahealth, Oracle Health and MEDITECH and API based on Epic. Pricing is not published (details).

Heidi names neurologists in the "recommended for" list on its medical specialties page. Heidi has a free tier, publishes no dollar amounts, and its integration with most US EHRs is a browser side push rather than an interface, so a neurologist can trial it alone but a department should not standardise on it without checking the integration. See Heidi pricing.

Abridge, Ambience and Dragon Copilot make broad multi specialty claims and are in use at academic centres with large neurology departments, but none names neurology on a public product page we could find. Ask for a neurology reference and for redacted notes. Freed, Nabla and Sunoh.ai do not name neurology. Our independent scribe comparison sets out how we weight specialty depth against integration.

Neurology office visits are levelled on medical decision making or total time under the 2021 AMA framework, and long new patient visits often reach the highest level on either basis. Two things matter. First, if the practice levels on time, a scribe reduces documentation time and can lower the time based level; make sure the note supports MDM levelling instead, by explicitly recording independent image interpretation, outside records reviewed and the risk of prescription drug management. Second, prolonged service codes depend on documented total time, and a scribe should not be trusted to compute it.

Procedures done in clinic, botulinum toxin injections, nerve blocks and occipital nerve procedures, have their own procedure notes. Most scribes can generate a procedure note from narration; check units, sites and lot numbers are captured correctly, because those are billing and safety items. EEG, EMG and nerve conduction interpretations are separately coded and should come from the study workflow, not the scribe.

On consent, neurology visits frequently include a family member giving history for a patient with cognitive impairment, aphasia or seizure related amnesia. That person needs to consent to recording too, and the note should attribute history to the informant. Patients with impaired capacity raise the same policy question as the ED: decide it with counsel rather than inheriting the vendor's default. Our HIPAA and AI page covers the business associate agreement, retention and model training terms. Cognitive testing conversations are sensitive; have a pause protocol and confirm transcripts are not retained beyond note generation.

Use the AI scribe ROI calculator with your own figures; these are illustrative.

• Six neurologists, 14 visits a day of which four are new patients, 220 clinic days a year.
• Measured documentation of 18 minutes per new patient note and 7 minutes per return note, giving about 142 minutes per day.
• A 40 percent reduction, returning 57 minutes a day.
• Loaded neurologist cost of 140 USD per hour.
• Licence cost of 350 USD per neurologist per month, an assumption since specialty vendors do not publish pricing.

Returned time is about 209 hours per neurologist per year, worth roughly 29,000 USD, or 175,000 USD across six against 25,200 USD of licences. Add the prior authorization project separately: a practice submitting 150 authorizations a month at 20 staff minutes each is spending 600 staff hours a year on the front end alone, before appeals, and the prior authorization cost calculator will price that for you.

The retention case is real in neurology, where recruitment lead times are long and the clinician turnover cost tool will show that one avoided departure covers years of licences. The honest conversion of returned time is usually one additional new patient slot per neurologist per day, which also reduces the wait list.

• Show us a redacted new patient note for a complex headache patient and one for a first seizure. Does the HPI preserve chronology and pertinent negatives, or summarise?
• Can each neurologist keep their own exam structure and terminology? Show the configuration.
• How does the note record independent image interpretation and outside records so that MDM is supported?
• Do you generate procedure notes for botulinum toxin and nerve blocks, with units, sites and lots?
• Confirm the scribe is not used for EEG, EMG or nerve conduction reports, and say what your dictation product does for those if you have one.
• How is history from a family informant attributed?
• Audio and transcript retention, model training and subprocessors, in contract language. Our scribe checklist lists the rest.
• Which neurology practices on our EHR will take a reference call?

Neurology is a specialty where the vendor demo will look excellent and the third month will reveal whether the HPI is being summarised. The only reliable test is a structured pilot on your own new patient visits, scored by your own neurologists against their own notes, with the exam template configured first rather than after.

Our vendor selection service runs that pilot across two or three vendors, checks integration depth with your EHR vendor directly, and negotiates retention, training and exit terms. If the prior authorization burden is the larger problem, we scope both together so the practice buys once. We take no vendor commissions. Book a call with your visit mix, EHR and monthly authorization volume, and we will tell you what to trial first.