AI revenue integrity for cardiology practices

Cath lab denials and device coding errors are recoverable.

Cardiology carries some of the highest per-claim values and most complex coding in specialty medicine. Cath lab procedures, device implants, and imaging auth failures generate denials manual teams can't systematically recover. Ember reviews every encounter and works every denial.

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 cardiology revenue leaks

The denial patterns Ember was built for

Cardiology billing is among the most complex in medicine, and high per-claim values make each denial costly. Manual teams can't keep up. Ember reviews every encounter and appeals every denial.

01 · Cath lab coding

Bundling errors and modifier disputes on diagnostic and interventional cath.

Percutaneous coronary intervention coding requires precise distinction between diagnostic and interventional components, correct add-on codes, and proper modifiers. Errors generate significant underpayments. Ember validates every cath lab claim against payer-specific bundling rules before submission.

93454 · 93458 · 92920 · 92928

02 · Device implant auth

Prior auth failures on pacemakers, ICDs, and CRT devices.

Device implants require auth obtained in advance against specific clinical criteria, and payers update those criteria frequently. Incomplete documentation or mismatched indications are the leading denial causes. Ember tracks every active auth and flags documentation gaps before the case.

33206 · 33208 · 33249 · 33270

03 · Advanced imaging auth

Auth failures on cardiac CT, MRI, and nuclear stress testing.

Advanced cardiac imaging requires prior authorization tied to specific clinical indications, and payer appropriate-use criteria differ significantly. Ember monitors each payer's imaging auth requirements in real time and validates clinical documentation before the order is placed.

75574 · 78451 · 93306 · 93351

Three engines.
One source of truth.

Ember connects clinical documentation, payer policy, and contract terms into a single intelligence layer, built for the procedural complexity and high per-claim values cardiology billing requires.

01 · Foundation

Data Engine

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

R. Okafor

Encounter #C-90324

Unified
Documentation
LHC + LV angiography
Coding
9345893571I25.11026
Payer policy
Aetna · Cardiac Cath
Contract
Rate §4.2

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#C-90324
93458Diagnostic LHC
Pass
93571Add-on missing modifier
Flag

Append modifier 26 — technical/professional split

CMS NCCI PTP · 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 #C-90324 · Denial CO-197

The denied diagnostic catheterization meets medical-necessity criteria under LCD L33959 and is reimbursable per contract §4.2

Denial received
Appeal drafted
Submitted · in review
Adjudication pending

Audit upstream.
Appeal downstream.

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

Pre-bill audit

Catch the cath lab issue before the claim leaves.

Ember reviews every encounter against coding standards, payer policy, and your contracts. Cath lab bundling errors, device auth gaps, and imaging modifier issues are flagged before submission.

  • 1

    Ingest the encounter

    Pulls clinical notes, procedure codes, and modifiers from Epic, athenahealth, and your PM system.

  • 2

    Validate against rules

    Checks cath lab bundling, device auth documentation, and imaging modifiers against payer policy and your contracts.

  • 3

    Recommend with citation

    Returns the suggested correction tied to the exact payer policy, LCD/NCD reference, or appropriate-use criteria.

  • 4

    Educate the provider

    Coding patterns drive provider-level coaching, so documentation and modifier accuracy improve across every site.

Encounter review#C-90324
93306TTE complete
Pass
93458Diagnostic LHC
Pass
92928PCI missing vessel modifier
Flag

Append modifier LD — left anterior descending artery

CMS NCCI PTP · 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 records, references payer policy and contract terms, drafts the appeal, and tracks it through adjudication.

Pull12
CO-197

Auth not on file

CO-16

Missing modifier

Review7
CO-50

Medical necessity

Push9
CO-11

Dx mismatch

Learn
PAID

ICD device 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 cardiology revenue at every stage of the cycle.

Eligibility Verification

Confirms active coverage and benefit structure before the procedure, and flags device coverage gaps before they become billing problems.

Prior Authorization

Checks auth requirements in real time for device implants and advanced imaging, generates clinical documentation, and submits to payer portals automatically.

AI Medical Coding

Reviews 100% of encounters, cath lab codes, device implant CPTs, imaging orders, against national standards and payer rules before claims submit.

Pre-bill Audit

Predicts and prevents denials before claims go out, catching cath lab bundling errors, device auth gaps, and imaging modifier issues before write-offs.

Denial Management

Full appeal lifecycle for every cardiology denial type, auth failure, bundling dispute, medical necessity, and modifier error, tracked to adjudication.

Underpayment Recovery

Parses contracts to model what each cath lab and device claim should pay, then surfaces line-item underpayments at scale.

High per-claim cardiology 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 cardiovascular procedures, diagnoses, devices, bundling rules, and modifier requirements, and validates documentation against payer medical-necessity criteria before submission.
Yes. Ember checks eligibility, identifies which procedures, devices, and advanced imaging require pre-auth, gathers the needed documentation from your EHR, and submits through payer portals, reducing delays that lead to denials.
Yes. Cardiac PET/CT and advanced imaging are exactly the claims Ember reviews in full before submission, radiopharmaceutical codes, technical/professional splits, and medical-necessity indications, the same top-to-bottom check your coders run, applied to every study automatically.
Yes. Ember tracks how your highest-value procedures, like EP ablations, are coded, paid, and denied across payers, so you have the benchmark data to anchor contract negotiations and challenge underpayments instead of guessing.
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 cardiology 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.