FMV Analysis of a Radiology Coverage Arrangement

The Situation

A busy surgical group with 82 providers—physicians, physician assistants, and nurse practitioners—had the compliance problem that most mid-size specialty practices share: enough volume to carry real audit risk, but not enough compliance infrastructure to manage it systematically.

The practice had a part-time compliance function, a periodic external audit relationship that produced findings nobody understood how to act on, and no real visibility into which providers or codes were most likely to attract external scrutiny. The coding team was experienced and the documentation was generally solid, but nobody could tell practice leadership whether their E/M distribution looked anomalous to a contractor for the Centers for Medicare & Medicaid Services, whether modifier usage was within specialty peer norms, or whether there was undercoding exposure hiding in the gap between procedural complexity and office-visit coding.

They were managing compliance the way most practices do: reactively, and with incomplete information.

Analytics Software Implementation Without a Project

Implementation was the first thing that distinguished the Compliance Risk Analyzer® experience from what the practice had expected. There was no electronic medical record (EMR) integration, no prolonged onboarding, and no IT project plan. The practice provided standard claims files in a format it was already producing—exports from the existing practice management system—and Compliance Risk Analyzer generated findings within weeks of engagement start.

Training for the compliance lead and two senior coders took less than a day. The coding risk software’s navigation follows the logical flow of a compliance workflow, from risk analytics into audit planning into audit execution and reporting, which meant a small learning curve for staff who already understood the underlying process. They didn’t need a dedicated training program. They just needed to see it once.

What Compliance Risk Analyzer Found

The first Compliance Risk Analyzer run identified something the practice hadn’t suspected: a pattern of systematic undercoding that was inconsistent with the complexity of the surgical procedures being performed in the E/M category.

The software’s proprietary analytics showed that, while the practice’s non-E/M procedural acuity was running well above specialty averages, the office-visit coding was tracking at or below the specialty peer group. The gap represented recoverable revenue the practice had not captured, not a compliance liability. Compliance Risk Analyzer quantified it at the provider level and built it directly into an undercoding review workflow.

Compliance Risk Analyzer also flagged a small number of modifier usage patterns that warranted internal review before they attracted external attention. These were findings the periodic external audit had never surfaced because that audit was focused on the highest-volume codes rather than the highest-risk ones.

The Results

The undercoding opportunity reflects Compliance Risk Analyzer’s validated methodology applied conservatively to an 82-provider population, consistent with the validated benchmark of $708 per provider annually at the lower bound of the confidence interval. At that scale, the system pays for itself in the first year many times over from the undercoding recovery alone, before any compliance risk avoidance value is counted.

The modifier findings were resolved through a targeted provider education initiative, internally, before any external audit materialized. Catching something before it becomes a problem is exactly what a proactive compliance program is supposed to do, and exactly what periodic external audits are too slow and too narrow to deliver.

What Changed for the Practice

For the practice administrator, the conversation with leadership changed. The compliance function was no longer reporting that audits had been conducted. It was reporting what the risk profile looked like, where it was concentrated, what had been done about it, and what the financial impact was.

That’s a significantly stronger position to be in if an external auditor ever comes knocking.

With this unique compliance program, the practice can demonstrate that it was already looking at exactly the patterns the auditor is interested in, and that it had already acted on what it found.

What This Means for Organizations Like Yours

Mid-size specialty practices often assume that enterprise-grade compliance analytics are built for large health systems with large IT departments and large implementation budgets. Compliance Risk Analyzer was designed to be deployable without any of those things.

The data footprint is small. The implementation timeline is measured in weeks. The training commitment is measured in hours. And the financial return—from undercoding recovery alone—typically covers the cost of the system in the first year. What you get is a compliance program that sees what the regulators see before they do.