Muni Health Logo
Muni Health
💠 The Future of Medical Billing

The Autonomous Coding Agent for Modern Medical Billing

ICD codes with rationale. Verifier-backed. Claim-ready — in seconds.
Built on LLMs. Trusted by humans. Ready for deployment.

90%
Cost Reduction
20s
Processing Time
99%+
Accuracy Rate

AI Coding with Complete Transparency

Every ICD code backed by evidence. Every decision explained. See exactly how our AI thinks through complex medical coding.

Muni Health AI Audit interface showing ICD codes with confidence scores, evidence linking, and JSON export
📊 Real Performance

Built for Scale and Speed

Process hundreds of claims in minutes. Track performance metrics in real-time. Scale your coding operations without scaling your team.

Lightning Fast Processing

20s average per claim

Process complex medical notes and generate accurate ICD codes in seconds, not hours.

90% Cost Reduction

Massive savings vs manual coding

Reduce coding costs by 90% while maintaining accuracy and compliance standards.

99%+ Accuracy Rate

Verified by dual AI models

Industry-leading accuracy with built-in verification and quality assurance.

Muni Health Dashboard showing automated ICD coding with confidence scores and claim processing

Enterprise-Ready Performance

Built for healthcare organizations that need reliability, speed, and scale. Our platform handles the complexity of medical coding while you focus on patient care and business growth.

500+
Claims/Hour
20s
Avg Processing
99%+
Accuracy Rate

🧠 Built to Think Like a Coder — But Faster

ICD Predictions with Proof

Every code is linked to a sentence-level justification from the clinical note. No black box decisions.

ICD-10: M79.3 (94%)
"chronic lower back pain..."

Verified Before Submission

A second AI model filters for accuracy — not everything gets through. Double-checked quality.

Structured, Auditable Output

Export-ready JSON or X12. One click to clearinghouse. No post-hoc review needed.

{ "claim": "ready" }
⚡ Lightning Fast Process

How It Works

From messy notes to clean claims in under 20 seconds

1

Messy Clinical Note

Unstructured physician documentation with complex medical terminology and scattered information

"58-year-old male with 5-year history of essential hypertension..."
2

AI Processing

Dual AI models analyze, extract conditions, map to ICD codes, and verify with confidence scores

Processing... 94% confidence
3

Clean Claim Output

Structured, auditable claims with ICD codes, rationale, and export-ready JSON for immediate submission

ICD-10: I10 (Essential Hypertension)
✓ Ready for submission

The Numbers Don't Lie

<20s
Average Processing Time
99.2%
Accuracy Rate
24/7
Always Available
🏥 Built For Healthcare

Who It's For

Forward-thinking healthcare organizations ready to transform their billing operations

💰

RCM Firms

Scale your operations without scaling your team. Achieve 10x cost reduction while maintaining quality.

Perfect for:
High-volume processing

Clinics

Eliminate coder bottlenecks and reduce claim processing time from days to minutes.

Perfect for:
Fast turnaround needs
🚀

Platforms

Integrate AI coding into your EHR or billing platform via our API. White-label ready.

Perfect for:
API integration
🏥

Healthcare Operators

Transform your revenue cycle with AI that understands the complexity of modern healthcare.

Perfect for:
System transformation
🚀

Get In Early

We're opening early access to a few forward-thinking partners.
If you want to test the future of billing — or just see what it looks like — let's talk.

Not ready yet?

Drop your email below and we'll loop you in when the full platform launches.

Early Access
Limited Spots
No Commitment
Just Testing
Direct Access
To Founders