1. [Home](https://www.g2.com/) 2. ... 3. [Artificial Intelligence (AI) Consulting Services](https://www.g2.com/categories/artificial-intelligence-consulting) 4. [Mirlo Systems Discussions](https://www.g2.com/products/mirlo-systems/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_09e6b833fa772934840a10e1785be3d3/mirlo-systems.png "Product Avatar Image") ](/products/mirlo-systems/reviews) [ Mirlo Systems ](/products/mirlo-systems/reviews) 0 ratings Mirlo Systems is an AI agency that builds custom AI systems for medical billing companies doing $1M to $30M+ in annual revenue. Medical billing is the only industry Mirlo Systems serves. 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 builds eight AI service categories directly inside the billing platforms clients already use. Custom AI Development builds purpose-built systems for the client's payer mix and denial patterns. Workflow Automation removes manual steps from claim submission, payment posting, and denial routing. Process Automation handles prior authorization tracking and timely filing deadlines. AI-Powered Analytics delivers denial pattern reports and CEO financial health reports automatically. AI Integration connects every system into existing billing platforms with no migration required. Conversational AI generates payer-specific appeal letters by denial reason code. Voice Agents run outbound payer follow-up calls and eligibility verification without staff involvement. AI System Maintenance keeps every system current as payer rules 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. Denial rates drop to under 5 percent. Days in AR falls 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. Show More When users leave Mirlo Systems reviews, G2 also collects common questions about the day-to-day use of Mirlo Systems. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 0.0 Nps Score ### All Mirlo Systems Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments Sorry... There are no questions about Mirlo Systems yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/mirlo-systems/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/hd_favicon/44e9984ac6414ee5ad62bcd6af8be06e/mirlo-systems.svg "Product Avatar Image") ### Have you used Mirlo Systems before? Answer a few questions to help the Mirlo Systems community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fmirlo-systems%2Fdiscuss%3Fsmall_ask%3Dmirlo-systems) No