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. Every service, every benchmark, and every guarantee is built around this one operational environment.
The Problem
Denial rates have climbed above 10 to 12 percent. AR sits past 60 days. Margins compress while operational costs hold steady. Hiring more billers has not moved the numbers because the problem is not effort. It is the absence of systems that catch errors before the payer ever sees the claim.
The Eight AI Services
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. Compatible with athenahealth, eClinicalWorks, AdvancedMD, Kareo, Waystar, and Availity. No migration required.
Conversational AI generates payer-specific appeal letters by denial reason code automatically.
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.
The Results
Denial rate drops 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.
The Guarantee
If the denial rate has not dropped by at least 30 percent within 90 days of go-live, Mirlo Systems works without additional charge until it does.
Mirlo Systems at a Glance
Who Founded Mirlo Systems?
How many projects a year does Mirlo Systems deliver?
What is Mirlo Systems average cost per project?
What are Mirlo Systems company values?
Locations
HEADQUARTERS
Citadel, Plot 25, F-8 Markaz
Islamabad 44000
Pakistan +923266926005
Speciality
- Artificial Intelligence
- Custom Software Development
- IT Consulting
- Business Consulting
- BI & Big Data Consulting
- Cloud Consulting
Focuses & Technologies
- AI Deployment
- Google app engine
- Chatbot Development
- Machine Learning
- Natural Language Processing (NLP)
- Strategy Development
- Change Management
- Operational Changes
- Next.js
- Voice and Speech Recognition
- Azure Platform
- AI Strategy
- AI Ethics & Governance
- AI Speech Generation
- AI Text Generation
- LLM Integration
- Claude
- Gemini
- LLaMA
- GPT
- Help desk
- Marketing analytics
- Operations & process improvement
- Amazon Web Services (AWS)
- Microsoft Azure
- Google Cloud Platform (GCP)
- Customer
- Marketing automation
- Sales automation
- Application Support
Client Focus
Industry Focus
- Health Care & Medical
- Business services
- Information technology
- Financial services
Mirlo Systems Stats ! You can learn more about company stats on TechBehemoths in this article.
How Mirlo Systems compares to other companies based on profile strength?
See how Mirlo Systems is positioned among 1648 companies from Pakistan based on profile strength. Their position is good and safe. Of course, a better rank could be more helpful, but worth trying to reach them.
How much does Mirlo Systems charge for their services compared to other companies in Pakistan and Islamabad?
Mirlo Systems charges between $150 - 250/hour, meaning that the cost of their services in Pakistan is above the market average. Their high price range might be a result of an extended experience or high-quality work. Keep this in mind before calculating your budget and requesting a quote..
How many services does Mirlo Systems provide compared to other companies?
Mirlo Systems covers 39 services in their current region or area. This means that the company offers a high range of services compared to their competitors. That's great, but do your due diligence before. Too many services are also tricky. It might be that the company is a superstar indeed, but at the same time, they could be overwhelmed with just a little of everything.
When was Mirlo Systems founded?
Mirlo Systems was founded in 2026. According to TechBehemoths data, 54 companies were founded in Pakistan in that year. Compared to other companies, Mirlo Systems is new in the market. Surely newly formed companies don't have the experience of the veterans, but, their eagerness and extra mile to prove is definitely worth taking into consideration.
Portfolio
Having no reviews yet might be ok to trust, but having no portfolio...it's a little risky. We highly advice to look for another company. Better safe than sorry.
Reviews
Write a ReviewEvery company has its start. These guys don't have any reviews yet, but you may give them a chance. They could excel, to make you a happy client. But, you may also consider other companies, with a proven track record too. To be safe.
