WRS Health Tech Stack

Cloud EHR and practice management for ambulatory care providers

Hospitals and Health Care Goshen, New York 201–500 employees Founded 1999 Privately Held

WRS Health operates a cloud-based EHR and practice management platform for independent and group practices. The tech stack reveals active AI engineering—Python, LangChain, LlamaIndex, and multiple LLM providers (OpenAI, Claude, Llama)—concentrated on healthcare NLP and LLM integration into the core platform. Hiring is sales-driven (25 open roles) with secondary focus on healthcare operations and engineering, suggesting expansion into new clinical verticals and automation of provider workflows rather than platform architecture.

Tech Stack 19 technologies

Core StackHubSpot OpenAI Python Hugging Face LangChain TensorFlow Claude Llama spaCy NLTK LlamaIndex Flowise GPT-3 Sales Navigator LinkedIn LinkedIn Sales Navigator LinkedIn Recruiter Surescripts MIPS

What WRS Health Is Building

◆Challenges

Adoption of healthcare software
High-volume lead generation
Better financial visibility
Talent sourcing
Increasing conversion rates
Client operational challenges
Improving nlp in healthcare workflows
Improving outreach performance
Less admin
Cleaner claims

▲Active Projects

Lead generation strategies for u.s. clinical practice market
Ai prompt engineering for healthcare nlp
Onboarding new clients
Building language-based user interaction applications
Fine-tuning models on healthcare datasets
Mips services oversight
Linkedin content strategy
Linkedin outreach campaigns
Llm integration into ehr platforms
Linkedin recruitment sourcing

Hiring Activity

Accelerating45 roles · 20 in 30d

Department

Sales

Healthcare

Engineering

Marketing

Product

Support

Seniority

Mid

Senior

Junior

Manager

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About WRS Health

WRS Health is a privately held EHR and practice management software company serving ambulatory practices in the United States. The platform integrates clinical documentation, billing, and practice operations in a single cloud system; modules interconnect to handle patient interactions from scheduling through revenue cycle. The company offers ancillary services including virtual front-desk automation, MIPS management, and revenue cycle management. WRS Health maintains an ongoing support model with dedicated account management post-implementation. The product is ONC-ATCB certified, CCHIT certified, FHIR API certified, and Surescripts Gold provider.

HeadquartersGoshen, New York

Company Size201–500 employees

Founded1999

Hiring MarketsUnited States, Philippines, Vietnam, Brazil, Colombia, Indonesia, Malaysia, Kenya

Frequently Asked Questions

What technology does WRS Health use to power its EHR?

Python, LangChain, LlamaIndex, HubSpot, and integrations with Surescripts for e-prescribing. The stack includes Claude, OpenAI, and Llama for LLM-based NLP features now being integrated into the platform.

What is WRS Health working on?

AI prompt engineering for healthcare NLP, LLM integration into EHR platforms, fine-tuning models on healthcare datasets, lead generation for the US clinical practice market, and improving client adoption and operational workflows.