Lyric - Clarity in motion. Tech Stack

AI-powered claims payment integrity for health plans

IT Services and IT Consulting Newtown Square, Pennsylvania 501–1,000 employees Founded 1989 Privately Held

Lyric processes real-time claims across 190 million lives for the nation's health plans, operating at the front end of the payment workflow. The stack is heavily cloud-native (AWS, GCP, Azure) with emerging AI work (RAG, Llama, Deepseek, PyTorch) layered onto a legacy .NET/C# foundation—a pattern reflected in their pain-point list (modernizing legacy .NET, data bottlenecks). Engineering and data hires outnumber all other functions combined, and active projects signal a shift toward automated testing, event-driven pipelines, and AI-assisted validation, suggesting a multi-year modernization cycle running parallel to the core claims business.

Tech Stack 93 technologies

Core Stack.NET C# AWS Jira Kubernetes Kubeflow PyTorch RAG Python AWS RDS Snowflake Kafka AWS Lambda AWS Glue SQL GCP Azure Word Excel Microsoft Access Visio SharePoint Microsoft Project Llama Deepseek Tesseract Amazon Textract Aurora IAM Athena+62 more

AdoptingRAG .NET

Replacing.NET

What Lyric - Clarity in motion. Is Building

◆Challenges

Reducing overall waste
Preventing inaccurate payments
Reducing waste in healthcare ecosystem
Reducing cost of care
Modernizing legacy .net
Fixing data bottlenecks
Data migrations
Performance tuning
Legacy system modernization
New claims editing opportunities

▲Active Projects

Automated testing solutions for modern web applications and distributed systems
Ai-assisted coding guidelines development
New product development
Event-driven data pipelines
Payment integrity platform modernization
Ai-generated claim data validation
Data migration for high availability
Medicare, medicaid, and va health plans support
Data pipelines and storage solutions
Machine learning model integration

Hiring Activity

Decelerating50 roles · 9 in 30d

Department

Engineering

Data

Product

Healthcare

Support

Sales

Finance

Seniority

Senior

Mid

Staff

Manager

Junior

Lead

Notable leadership hires: Medical Director

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About Lyric - Clarity in motion.

Lyric is a healthcare technology company that provides payment integrity and claims editing solutions to health plans. Founded in 1989, the company operates at scale across Medicare, Medicaid, and VA health plans, processing claims in real time with integrations touching 190 million lives. The platform combines 35 years of clinical expertise with modern AI—including large language models and retrieval-augmented generation—to reduce inaccurate payments and wasted healthcare spending. The organization is distributed across the United States, India, and the Philippines, with a blend of senior engineers, data specialists, product, and healthcare domain experts.

HeadquartersNewtown Square, Pennsylvania

Company Size501–1,000 employees

Founded1989

Hiring MarketsIndia, Philippines, United States

Frequently Asked Questions

What tech stack does Lyric use?

Lyric's core platform runs on .NET and C# backed by SQL, hosted across AWS, GCP, and Azure. Data pipelines use Kafka, Snowflake, AWS RDS Aurora, and AWS Glue. ML workloads leverage PyTorch, Kubeflow, and models including Llama and Deepseek. Claims processing integrates Amazon Textract and Tesseract for document handling.

What is Lyric working on?

Core initiatives include payment integrity platform modernization, event-driven data pipelines, AI-generated claim data validation, and support for Medicare, Medicaid, and VA health plans. Secondary focus areas span automated testing for distributed systems, data migrations for high availability, and AI-assisted coding guidelines development.