AI revenue integrity for neurology practices

Testing units and botulinum toxin billing cost neurology practices recoverable revenue every day.

Neurology runs diagnostic, drug, and in-office revenue side by side, EEG/EMG and nerve-conduction component counting, chemodenervation and high-cost neuro-infusion drug billing, and strict prior authorization on botox and biologics. Manual billing teams catch a fraction of the errors. Ember catches all of them.

57%denial rate reduction
100%encounters reviewed
3 daysto first results

Trusted by specialty groups and health systems

Ozark OrthopaedicsFinancial District Foot & Ankle CenterPeninsula Gastroenterology Medical GroupMVPQuantum RadiologyMoami Hand Center

Where neurology revenue leaks

The denial patterns Ember was built for

Neurology runs diagnostic, drug, and in-office revenue side by side, and each line has its own denial trap. Testing unit and component errors, high-cost drug units, and medical-necessity scrutiny compound into systematic underpayment. Ember closes each gap.

01 · Diagnostic testing units & components

EEG, EMG, and nerve-conduction study counts and components miscoded.

When EEG, EMG, and nerve-conduction studies are performed, unit counts and the technical/professional component split routinely miscode, so multi-limb studies and extended monitoring underpay. Extended monitoring and staged-study rules add another layer. Ember validates every testing claim against payer unit and component rules before submission.

95816 · 95886 · 95910 · 95913

02 · Buy-and-bill neuro drugs

J-code, unit, and wastage errors on high-cost botulinum toxin and infusions.

Botulinum toxin chemodenervation and MS/CIDP infusions carry high per-dose cost, and the smallest J-code, unit, or wastage-modifier error becomes a denial or takeback on an expensive claim. Buy-and-bill margins disappear when auth isn't confirmed first. Ember validates units and documented wastage (JW/JZ) and confirms authorization before the drug is administered.

J0585 · 64615 · J2350 · JW · JZ

03 · Prior auth & medical necessity

Auth and documentation denials on chronic-migraine botox, biologics, and advanced imaging.

Payers apply strict criteria to chronic-migraine botulinum toxin, biologics, and advanced MRI imaging, and auth obtained doesn't always match the payer's current policy. Documentation gaps trigger denials on high-value claims. Ember flags the missing criteria before the service and builds the appeal package when denials occur.

64615 · J0585 · 70553 · L38530

Three engines.
One source of truth.

Ember connects clinical documentation, payer policy, and contract terms into a single intelligence layer. Built for the diagnostic-testing, buy-and-bill, auth-intensive mix neurology billing spans every day.

01 · Foundation

Data Engine

Bridges the clinical and the financial. Unifies documentation, coding decisions, payer policy, and contracts across every encounter and provider.

R. Okafor

Encounter #N-52340

Unified
Documentation
Chronic-migraine botox
Coding
64615J0585G43.7
Payer policy
UHC · Chemodenervation
Contract
Rate §4.7

02 · Audit

Coding Engine

Reviews 100% of encounters against national standards, payer-specific policies, your internal guidelines, and your payer contracts. Every flag carries a rule citation.

Audit#N-52340
64615Chemodenervation, chronic migraine
Pass
J0585Botox 200u, wastage not documented
Flag

Append modifier JZ — zero drug wastage

CMS drug-wastage policy · confidence 0.96

03 · Recovery

Appeal Engine

Reads CARC and RARC codes, identifies the applicable LCD/NCD policy and contract terms, drafts the appeal letter, packages documentation, and tracks every claim to adjudication.

Re: Claim #N-52340 · Denial CO-50

Chronic-migraine botulinum toxin meets medical-necessity criteria under LCD L38530: documented headache-day burden and failed conservative therapy, per contract §4.7

Denial received
Appeal drafted
Submitted · in review
Adjudication pending

Audit upstream.
Appeal downstream.

Two workflows do most of the work for neurology practices. The first prevents denials before they happen. The second recovers the ones that slip through.

Pre-bill audit

Catch the botox wastage issue before the claim leaves.

Ember reviews every encounter against coding standards, payer testing and drug policy, and your contracts. Testing unit and component errors, drug-unit and wastage gaps, and medical-necessity issues are flagged before submission.

  • 1

    Ingest the encounter

    Pulls office notes, EEG/EMG and nerve-conduction testing reports, drug administration logs, and procedure codes from your EHR and practice management system.

  • 2

    Validate against rules

    Checks testing units and technical/professional components, buy-and-bill drug units and wastage, prior-auth status, and medical-necessity criteria against each payer's specific policies.

  • 3

    Recommend with citation

    Returns the suggested correction tied to the exact payer policy, LCD, or contract term.

  • 4

    Educate the provider

    Coding patterns drive provider-level coaching, so testing documentation and drug charge capture improve across every clinician.

Encounter review#N-52340
95886EMG, extremity count
Pass
J0585Botox, wastage not documented
Flag
64615Chemodenervation, chronic migraine
Flag

Append JZ + confirm auth — zero wastage, botox on file

CMS drug-wastage policy · confidence 0.97

+23%

Clean-claim rate

100%

Encounters reviewed

+5%

Net collection rate

Automated appeals

Pull. Review. Push.

When a denial occurs, Ember identifies the root cause, retrieves testing reports, drug administration records, and conservative-care documentation, references payer policy and contract terms, drafts the appeal, and tracks it through adjudication.

Pull13
CO-50

Medical necessity

CO-16

Units/wastage

Review8
CO-97

Testing component

Push10
CO-B15

Drug auth not on file

Learn
PAID

Botox appeal

-57%

Denial rate

-45%

Cost to collect

+9.3%

Net revenue per appt

The full revenue cycle

From eligibility to adjudication. Covered.

Audit and appeals are the workhorses, but Ember protects neurology revenue at every stage of the cycle.

Eligibility Verification

Confirms active coverage and testing and drug benefit structure before the visit, and flags buy-and-bill coverage gaps before they become billing problems.

Prior Authorization

Checks auth requirements in real time for chronic-migraine botox, biologics, advanced imaging, and infusions, generates medical-necessity documentation, and submits to payer portals automatically.

AI Medical Coding

Reviews 100% of encounters, EEG/EMG and nerve-conduction testing components, buy-and-bill drug units, and in-office services, against national standards and payer rules before claims submit.

Pre-bill Audit

Predicts and prevents denials before claims go out, catching testing unit and component errors, drug-unit and wastage gaps, and medical-necessity issues before they generate write-offs.

Denial Management

Full appeal lifecycle for every neurology denial type, medical necessity, testing component dispute, drug auth failure, and unit or wastage error, tracked to adjudication.

Underpayment Recovery

Parses contracts to model what each testing, drug, and in-office claim should pay, then surfaces line-item underpayments on high-cost buy-and-bill agents and testing at scale.

Testing and infusion neurology revenue, recovered

-57%

denial rate

-45%

cost to collect

100%

encounters audited

3 days

to first results

Based on Ember AI benchmarks across customer practices. Results vary by payer mix and specialty.

Frequently asked questions

Everything you need to know about how Ember fits into your revenue cycle.

Yes. Ember AI connects seamlessly with all major EHRs and PMS platforms, including Epic, Oracle Cerner, athenahealth, and eClinicalWorks, as well as payer portals. Our standards-based integrations automate prior authorization, eligibility verification, and claims submission, allowing you to preserve existing infrastructure while modernizing the revenue cycle.
Ember AI deployments are measured in weeks, not months. Most organizations complete pilot launch in under 30 days and scale enterprise-wide within a quarter. We provide a structured onboarding playbook, technical support, and change-management guidance so your teams achieve measurable ROI rapidly with minimal IT lift.
Yes. Ember AI is fully HIPAA and SOC 2 Type II compliant and signs Business Associate Agreements (BAAs) with all covered entities. Protected Health Information (PHI) is encrypted in transit and at rest, supported by role-based access controls, detailed audit logging, and continuous monitoring. Your organization retains complete ownership and control of its data.
Health systems, MSOs, and health plans using Ember AI typically achieve:

- 50-75% reduction in FTE hours
- Faster cash acceleration
- Prevent 55%+ of denials

We provide ROI benchmarks and dashboards so you can track outcomes from day one.
Yes. Ember's coding and scrubbing logic is specialty-aware, it understands diagnostic testing like EEG, EMG, and nerve-conduction studies, chemodenervation and buy-and-bill neuro drugs, technical and professional components, and validates documentation against payer medical-necessity criteria before submission.
Ember counts EEG, EMG, and nerve-conduction study units correctly and splits the technical and professional components accurately, so multi-limb studies and extended monitoring are paid at their full value instead of underpaid on miscounted units.
Yes. Ember keeps J-codes, units, and documented wastage accurate on botulinum toxin, MS and CIDP infusions, and other buy-and-bill agents, ties chemodenervation procedure codes to the drug administered, and confirms prior authorization is in place, so expensive drug claims are paid in full.
Yes. Ember checks eligibility, identifies which chronic-migraine botox, biologics, and advanced imaging require pre-auth, gathers the needed documentation from your EHR, and submits through payer portals, reducing the delays and missing-auth denials that hit high-value neurology claims.
Ember connects to your existing EHR/PMS and payer systems with standards-based integrations, no rip-and-replace. Most teams pilot in days and see measurable ROI before scaling across service lines.

See what your neurology practice is leaving on the table

Bring us 30 days of denial data. We'll show you where the revenue is and exactly how Ember would recover it.