AI agents for medical coding deliver true accuracy.

Lyzr's AI agents automate ICD-10/CPT code assignment from clinical documents, reduce costly claim denials, and accelerate your entire healthcare revenue cycle.

Enhance coding accuracy Drastically cut denials Autonomous coding workflow
Intelligent Automation:

Transforming Medical Coding

Lyzr's AI agents read unstructured clinical notes, map them to the correct codes, and integrate directly into your existing EHR and billing systems for seamless operations.

01

Real-time Codes

Our agents surface accurate ICD-10 and CPT codes from clinical text.

02

Compliance AI

Agents are trained on specific payer rules and all regulatory compliance needs.

03

EHR-Native Design

Agents connect to your EHR and billing systems without any workflow disruption.

04

Audit Generation

Automated logging of every coding decision for compliance and audit readiness.

05

Secure Platform

Built with enterprise-grade security to ensure all of your data is safe.

Healthcare

Healthcare

Our use cases span large hospital systems, ambulatory surgery centers, and revenue cycle management firms, proving value across the entire healthcare ecosystem.

Inpatient Coding

AI agents process discharge summaries and assign DRG/ICD codes autonomously.

Specialty Coding

Our agents handle complex procedure-level coding for cardiology and oncology.

Denial Prevention

Agents flag potential coding errors before claim submission to reduce denials.

Tired of manual coding backlogs and rising denial rates? Lyzr’s automated medical coding provides the solution.

Achieve Tangible Outcomes

With AI Medical Coding

01

Eliminate Coding Backlogs

Our intelligent AI agents can process thousands of clinical records per hour.

02

Improve First-Pass Rate

Greatly reduce human coding errors, leading to cleaner claims and faster payments.

03

Reduce Coder Burnout

Automate all repetitive tasks, freeing human coders for complex case reviews.

04

Accelerate Cash Flow

Faster, more accurate coding shortens reimbursement cycles for your business.

Enterprise Capabilities

Built for Healthcare

Lyzr agents are built with clinical NLP and trained on medical ontologies, designed for complex enterprise healthcare environments.

Clinical NLP

Agents parse unstructured clinical notes to extract diagnoses and procedures.

ICD-10 & CPT Mapping

Precise mapping from clinical text to ICD-10-CM, CPT, and HCPCS code sets.

Payer Rule Intelligence

Agents apply specific payer LCD/NCD rules during code selection to stop denials.

Human-in-the-Loop

A configurable review queue where human coders can validate low-confidence AI suggestions.

Learning Loop

Agents retrain based on coder corrections and payer edits to improve.

AI Agents for Medical Coding

Lyzr vs. The Market

FeatureLegacy SystemsManual CodingLyzr
Clinical NLP EngineKeyword-basedNo technical parsingContextual understanding
Payer-Specific RulesStatic rule libraryRelies on coder memoryDynamic rule application
Real-time AuditsRequires manual checksPost-claim auditsAutomated audit trail
ScalabilityLimited by hardwareDependent on headcountScales on demand
Data SecurityOn-premise vulnerabilitiesProne to human errorEnd-to-end data encryption
Human-in-the-Loop WorkflowNo integrated workflowEntirely manualSeamless validation queue
Continuous AI LearningNo learning abilityInconsistent qualitySelf-improves from feedback
Deployment SpeedMonths to deployImmediate but slowLive in just weeks
EHR IntegrationRequires custom buildsRequires screen switchingNative API-first connection
Compliance TrackingManual reportingManual trackingAutomated compliance logs
Why Lyzr For Your Enterprise

Is The Right Choice

01

Healthcare Native

Lyzr is purpose-built for healthcare, not a generic AI.

02

Enterprise Secure

Featuring HIPAA compliance and enterprise-grade security and privacy controls.

03

Configurable AI

Agents can be tuned to your specific specialty, payer mix, or guidelines.

04

Rapid ROI

Our pre-built healthcare agents deploy in just weeks, delivering fast value.

Trusted By Leading

Healthcare Providers

Leading health systems, specialty clinics, and billing companies partner with Lyzr to drive efficiency and accuracy in their revenue cycle operations.

Customer logos
Lyzr's AI agents have been a game-changer. We've eliminated our coding backlog, improved our first-pass claim acceptance rate by 14%, and significantly reduced our reliance on costly third-party vendors. The impact on our revenue cycle was immediate and measurable; our team is more productive.

VP, Revenue Cycle · Large Regional Health System

Zero

Data exfiltration incidents

Deploy AI Medical Coding Agents

In Four Simple Steps

1

Connect Data

Our agents connect to your EHR and billing systems via our secure APIs.

2

Configure Agents

We configure agents with your facility-specific coding rules and payers.

3

Pilot Mode

Agents run in parallel with coders to validate accuracy before full deployment.

4

Go Live & Scale

Deploy with real-time performance dashboards and continuous improvement.

Your Questions, Answered

About AI Medical Coding

What are AI agents for medical coding and how do they work?

Lyzr's AI agents for medical coding are intelligent software programs that use advanced Natural Language Processing (NLP) to read and understand clinical documentation. They autonomously analyze the text to assign the correct ICD-10 and CPT codes, then integrate with your EHR to streamline the entire workflow.

How do AI agents for medical coding improve coding accuracy?

Our AI agents improve accuracy by eliminating human error and ensuring coding consistency across all records. They cross-reference every note against a vast database of payer rules in real-time, catching mistakes before submission and providing measurable accuracy improvements for your revenue cycle.

Can ICD-10 coding automation handle complex patient cases?

Yes, our platform is designed for complexity. It excels at assigning multiple codes for patients with numerous diagnoses and comorbidities, including Hierarchical Condition Category (HCC) coding. The AI understands clinical context, ensuring even intricate cases are coded accurately across all specialties.

What is automated medical coding?

Unlike older rule-based software that just matches keywords, Lyzr’s automated medical coding uses true AI. Our agents don't just follow static rules; they learn and adapt from new data and coder feedback. They apply contextual understanding to clinical narratives for superior accuracy and performance.

How does healthcare revenue cycle AI reduce claim denials?

Our healthcare revenue cycle AI reduces denials by ensuring codes are correct and compliant before the claim is ever submitted. By automatically applying the latest payer-specific rules and validating codes against clinical documentation, we prevent the errors that lead to costly rejections and lengthy appeals.

Is the Lyzr AI agent for medical coding HIPAA compliant?

Absolutely. Security and compliance are at the core of our platform. The Lyzr agent is fully HIPAA compliant, featuring end-to-end data encryption, strict access controls, and a complete audit trail for every single coding decision, ensuring you are always prepared for regulatory review.

How does clinical documentation AI extract medical codes?

Our clinical documentation AI uses a sophisticated NLP pipeline. It first identifies and extracts key clinical entities like diagnoses, symptoms, and procedures from unstructured text. It then contextualizes this information and maps it to the appropriate standardized ICD-10, CPT, or HCPCS codes with high precision.

How do your medical billing AI agents integrate with our current platforms?

Our medical billing AI agents are built on an API-native architecture, ensuring seamless integration. We offer pre-built connections for major platforms like Epic, Cerner, and Meditech. Our zero-disruption approach means we can connect to your systems without interrupting your existing workflows.

How do you measure AI-powered coding accuracy in production?

We benchmark AI-powered coding accuracy against industry standards and your own historical data. Lyzr provides detailed dashboards that track key metrics in real-time, including first-pass acceptance rates, changes in denial rates, and coder-AI agreement, so you can see the performance impact clearly.

What is the ROI for deploying medical coding automation?

Clients typically see a significant ROI within months. Our rapid deployment, often completed in weeks, immediately reduces outsourced coding costs and boosts internal coder productivity. The resulting decrease in claim denials and acceleration of the revenue cycle provides a direct and measurable financial return.

Got a use case in mind?

8 weeks from use case to
agents running in production.

Platform, people and FDEs, all in. Bring your environment. We’ll co-build and stay until it’s
live.