Mirlo Systems

Mirlo Systems is an AI agency that builds custom AI systems for medical billing companies doing $1M to $30M+ in annual revenue.

Most billing companies at this stage are losing recoverable revenue at multiple points in the claim cycle. Denial rates averaging 12 percent. AR sitting past 60 days. Manual rework consuming staff time that should go toward productive billing work. The problem is not headcount. It is the absence of systems that catch errors before the payer ever sees the claim.

Mirlo Systems fixes that by building eight categories of AI systems directly inside the billing platforms and clearinghouses clients already use. Custom AI Development builds purpose-built systems for the client's specific payer mix and denial patterns. Workflow Automation removes manual steps from claim submission, payment posting, and denial routing. Process Automation handles prior authorization tracking, timely filing deadlines, and secondary payer coordination. AI-Powered Analytics delivers denial pattern reports, AR aging updates, and CEO financial health reports automatically. AI Integration connects every system into existing billing platforms with no migration required. Conversational AI generates appeal letters and handles structured communication tasks. Voice Agents run outbound payer follow-up calls, eligibility verification calls, and patient balance communication without staff involvement. AI System Maintenance keeps every system current as payer rules and claim volume change.

Every engagement starts with a Revenue Diagnostic covering 90 days of remittance data. Output is a written Revenue Leak Report with every failure point ranked by dollar impact. Then Mirlo Systems builds the systems that fix those points permanently.

Results are guaranteed. Denial rates drop to under 5 percent. Days in AR fall below 35. Clean claim rate reaches 97 percent or above. All within 90 days of go-live. If the denial rate has not dropped by at least 30 percent within that window, Mirlo Systems works without additional charge until it does.

Compatible with athenahealth, eClinicalWorks, AdvancedMD, Kareo, Waystar, and Availity. Headquartered in Islamabad, Pakistan. Serving medical billing companies across the United States. Intake is by application only.