Xsolis Tech Stack

AI-driven medical necessity platform for healthcare payers and providers

Hospitals and Health Care Franklin, Tennessee 201–500 employees Founded 2013 Privately Held

Xsolis operates a medical necessity scoring platform (Dragonfly) that uses predictive analytics to align payer and provider decisions in real-time. The stack is SQL + Python + R on AWS (Glue, Lambda, Redshift, RDS), with Kafka for data streaming and Tableau/Power BI for analytics—a mature data-engineering foundation. Internal projects reveal active investment in MLOps, AI governance frameworks, and self-service GenAI tools, while pain points around model lifecycle management and AI risk mitigation suggest Xsolis is scaling its ML infrastructure to match rapid SaaS growth.

Tech Stack 24 technologies

Core StackOneTrust RAG Python AWS Glue AWS Lambda Kafka DynamoDB AWS RDS AWS Tableau Power BI Salesforce Excel Sage Intacct Sage SQL R AWS Step Functions AWS SQS Amazon Redshift Aurora Microsoft Office

AdoptingAWS

What Xsolis Is Building

◆Challenges

Improving documentation quality
Reducing readmissions
Root cause analysis of data quality issues
Retaining revenue
Compliance with regulatory requirements
Model lifecycle management
Ai risk mitigation
Scaling high-growth saas business
Automating accounting workflows
Reducing administrative challenges

▲Active Projects

Xsolis appeal operations platform development
Tradeshow pre and post-show planning
Clinical analytics enhancement
Development, implementation, and monitoring of company accounting policies and procedures
Pipeline upsell building
Ai governance framework development
Mlops pipeline implementation
Self-service genai platform enablement
Implement technology solutions to automate accounting workflows
Improve internal controls for scaling organization

Hiring Activity

Steady15 roles · 5 in 30d

Department

Data

Sales

Finance

Healthcare

Marketing

Seniority

Senior

Mid

Junior

Manager

Director

Staff

Notable leadership hires: Accounting Director

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About Xsolis

Xsolis builds a SaaS platform for healthcare revenue cycle and utilization management, selling to both payers and providers. The Dragonfly platform scores medical necessity using real-time data and predictive analytics, reducing denial rates and administrative overhead across the healthcare system. Founded in 2013 and headquartered in Franklin, Tennessee, the company operates at 201–500 employees and is privately held. Active hiring spans data, sales, and finance roles, with leadership focus on internal scaling: accounting workflow automation, compliance infrastructure, and internal control improvements to support rapid growth.

HeadquartersFranklin, Tennessee

Company Size201–500 employees

Founded2013

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Xsolis use?

Xsolis runs SQL, Python, and R for analytics on AWS infrastructure (Glue, Lambda, Redshift, RDS, DynamoDB). Kafka handles real-time data streaming, with Tableau and Power BI for visualization. Salesforce manages sales operations.

What is Xsolis working on?

Core projects include MLOps pipeline implementation, AI governance framework development, and self-service GenAI enablement. Operationally, the company is automating accounting workflows, improving internal controls for scale, and enhancing the appeal operations platform.