What cardiology-specific denials does Sarva address?

Sarva addresses NCCI bundling for cardiac procedures, medical necessity requirements for diagnostic studies (stress tests, echos), modifier 25 disputes for same-day E/M with procedures, and payer-specific cardiology coding rules.

Cardiology Practice · Cardiology

Cardiology Denial Prevention: How AI Catches Payer-Specific Denials Before Submission

Illustrative Revenue Cycle Automation Scenario. This scenario demonstrates how a healthcare organization could apply revenue-cycle automation. It is not presented as an actual customer result.

The Challenge

A cardiology group experienced denial rates above 20% for procedural claims. The denials fell into three categories: NCCI bundling edits applied to cardiac catheterization and stent placement codes, medical necessity denials for stress tests and echocardiograms, and modifier 25 disputes when evaluation and management services were billed alongside procedures on the same day.

The Approach

Sarva's claim scrubbing engine was configured with cardiology-specific payer rules, including NCCI bundling logic for cardiac procedures and payer-specific medical necessity requirements for diagnostic studies.

Modifier 25 education was provided to cardiologists to ensure documentation supported separate E/M services when billed alongside procedures on the same day.

Predictive denial prevention was activated to score each claim before submission, routing high-risk claims for targeted review.

Denial root cause analysis was enabled to identify recurring patterns and surface them to the billing team for process improvement.

Illustrative Outcomes

Denial rate

Illustrative reduction from 20% to under 5%

First-pass acceptance

Illustrative improvement to above 90%

Appeal turnaround

Illustrative reduction from 3 weeks to 48 hours for AI-drafted appeals

Outcomes are illustrative and do not represent actual customer results.

Key Lessons

Specialty-specific payer rules are critical for cardiology — generic claim scrubbers miss cardiology-specific bundling and medical necessity edits.
Modifier 25 education for providers reduces same-day E/M denials more effectively than post-submission rework.
Predictive scoring catches denials before they reach the payer, reducing the rework backlog.

See how this approach could work for your organization.

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Related Use Case

Predictive Denial Prevention

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Frequently Asked Questions

No. This is an illustrative scenario demonstrating how a cardiology practice could apply revenue-cycle automation. The metrics shown are illustrative, not actual customer results.

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