Mirlo Systems
Healthcare Automation • Physical Therapy Billing

Western PT Revenue Group

Mirlo Systems cut days in AR from 58 to 31 for a physical therapy billing company by fixing an 81% clean claim rate and building a separate workers comp workflow.

Western PT Revenue Group
Target Market11 to 25 employees
Sub-IndustryPhysical Therapy Billing
Payer MixCommercial 52%, Medicare 33%, Workers Comp 15%
Deployment87 days to full deployment. Clean claim rate at 96% by day 60.

The Challenge

The Situation

Western PT Revenue Group handled billing for 14 outpatient physical therapy practices across the Southwest. Annual collections were $2.4M. The owner had come from a clinical background and built the billing operation herself over eight years. She understood billing. What she could not get under control was days in AR, which had climbed steadily from 38 days three years earlier to 58 days at the time of engagement.

At 58 days in AR, the business was carrying roughly $381,000 in outstanding receivable at any given time. Clients were beginning to ask questions about payment timing. Two practices had requested reports on their denial rates. The owner could not produce them because the data was not being tracked at that level. She knew the overall collection rate. She did not know where the delays were occurring or which payers were the source.

The workers compensation mix was a significant contributing factor that had not been isolated. Workers comp claims in PT billing operate under state-specific fee schedules and have distinct documentation requirements from commercial or Medicare billing. The team was processing workers comp claims through the same workflow as commercial claims, generating documentation deficiency denials at a rate more than twice the commercial average.

What Was Breaking

The audit produced a payer-level breakdown of days in AR for the first time. Three commercial payers accounted for 67% of the AR delay. Two of them had average adjudication times of 31 to 34 days when claims were clean. The same payers were averaging 54 to 61 days on claims from Western PT accounts, which indicated systematic submission problems rather than payer processing delays.

The root cause was a clean claim rate problem. Western PT Revenue Group was submitting claims with a first-pass acceptance rate of 81%. Industry top performers sustain 97% or higher. The 16-point gap represented claims being returned from the clearinghouse or payer for corrections before entering the adjudication queue. Each return added an average of 14 days to the adjudication timeline. Across monthly claim volume, that cycle time drag was the primary engine behind the 58-day AR average.

The $210,000 in annual write-offs traced primarily to two sources: workers comp claims where documentation did not meet state-specific requirements and could not be appealed after denial, and commercial claims that had been resubmitted past timely filing limits after sitting unworked in the clearinghouse rejection queue for more than 30 days.

The Solution

The Build

The clean claim rate was the primary target. Mirlo Systems built a pre-submission validation layer that scrubbed every claim against the specific rejection rules for each payer before the claim left the billing system. Clearinghouse rejections dropped by 74% in the first 30 days. The first-pass acceptance rate moved from 81% to 96.2% within 60 days of implementation.

A separate workers comp workflow was built with state-specific documentation checklists for each state in their coverage area. Workers comp claims were routed through a documentation completeness check before submission that validated against the relevant state fee schedule documentation requirements. Workers comp denial rates dropped from 22% to 6% within the first billing cycle after the new workflow went live.

The clearinghouse rejection queue was given an automatic alert system: any claim sitting in rejection status for more than 48 hours without a correction action triggered an escalation. The backlog of unworked rejections that had been accumulating and aging was cleared within three weeks. No further claims were lost to timely filing from clearinghouse queue inaction.

A payer-level performance report was deployed for the owner showing days in AR by payer, clean claim rate by payer, and denial rate by payer and reason code. For the first time she could show clients their specific billing performance data. The two practices that had been asking for denial reports received branded performance reports within 30 days of implementation. Both renewed their contracts that quarter.

Results & Impact

Performance MetricBefore Mirlo SystemsAfter Mirlo Systems
Days in AR58 days31 days
Clean Claim Rate (First Pass)81%96.2%
Workers Comp Denial Rate22%6%
Annual Write-offs$210,000Under $28,000
Clearinghouse RejectionsBaselineDown 74% within 30 days

I had built this business myself over eight years and I understood billing. What I did not understand was why days in AR kept climbing when I was not doing anything differently. The answer was that 81% of my claims were getting through clean on the first pass. Every claim that came back for a correction added two weeks to the timeline. I did not know that number existed until the audit. Now it runs at 96%.

Owner, Western PT Revenue Group

Frequentlyasked questions

At Western PT Revenue Group, days in AR climbed from 38 to 58 over three years without any deliberate workflow change. The driver was a gradual decline in clean claim rate as payer-specific submission rules tightened without the pre-submission validation updating to match. An 81% first-pass acceptance rate meant 19% of claims were being returned for corrections before entering adjudication. Each returned claim added an average of 14 days to the timeline. That compounding drag across monthly claim volume was the entire explanation for the AR deterioration.

Industry top performers in physical therapy billing sustain first-pass clean claim rates of 97% or higher. Western PT Revenue Group was running at 81% at the time of the Mirlo Systems engagement, placing them 16 points below the performance standard. Mirlo Systems built payer-specific pre-submission validation that moved the clean claim rate from 81% to 96.2% within 60 days. The improvement required identifying the specific rejection rules each payer was applying and encoding those into the pre-submission scrubbing layer, not a general-purpose claim scrubber.

Workers compensation claims in PT billing operate under state-specific fee schedules and require distinct documentation formats that differ from commercial or Medicare billing. Documentation requirements vary by state and are enforced strictly at denial with limited appeal options when documentation is deficient. At Western PT Revenue Group, workers comp claims were being processed through the same workflow as commercial claims, generating documentation deficiency denials at more than twice the commercial average. Mirlo Systems built a separate workers comp workflow with state-specific checklists that cut the denial rate from 22% to 6%.

A clearinghouse rejection occurs before a claim enters payer adjudication. If the rejected claim sits unworked past the payer timely filing deadline, it becomes unsubmittable and the revenue is permanently lost. At Western PT Revenue Group, claims were sitting in clearinghouse rejection status for more than 30 days without correction, and some were missing timely filing windows as a result. Mirlo Systems built a 48-hour alert on any claim in rejection status without a correction action and cleared the existing backlog within three weeks. No claims have been lost to timely filing from clearinghouse queue inaction since go-live.

Western PT Revenue Group could not produce payer-level denial or AR reports for its clients because the data was not being tracked at that level. Two practices were already requesting denial rate reports when Mirlo Systems was engaged. Mirlo Systems deployed a payer-level performance reporting system showing days in AR by payer, clean claim rate by payer, and denial rate by payer and reason code. Both practices received branded performance reports within 30 days and renewed their contracts that quarter. The reporting capability became a direct client retention tool.

Every claim that fails pre-submission validation and returns for correction adds time before it re-enters the adjudication queue. At Western PT Revenue Group, each returned claim added an average of 14 days to the timeline. With 19% of claims returning at an 81% clean claim rate, the weighted average delay across all claims was pushing days in AR from the low 30s to 58 days. Fixing the clean claim rate was not a quality improvement initiative. It was the direct mechanism for compressing days in AR, which is exactly what happened when Mirlo Systems moved the rate to 96.2%.

Physical Therapy Billing: Days in AR Cut from 58 to 31 - Mirlo Systems