Streamline Healthcare Solutions Tech Stack

EHR platform for behavioral health with embedded AI and clinical workflows

Software Development Oak Brook, IL 201–500 employees Founded 2003 Privately Held

Streamline Healthcare builds SmartCare, an EHR purpose-built for behavioral health organizations. The tech stack reveals a heavy investment in Azure AI infrastructure—adopting Azure AI Foundry, Azure OpenAI, Azure ML, and Databricks—while actively shipping RAG layers over clinical data, agentic AI frameworks, and MLOps pipelines. The hiring velocity (9 roles in 30 days, 11 engineering positions open) and project focus on LLM integration signal a near-term push to embed AI into core clinical workflows rather than bolting it on.

Tech Stack 37 technologies

Core StackAzure Data Factory SQL Server jQuery Azure DevOps C# Canva Adobe Illustrator Visual Studio Angular OpenAI Anthropic GitHub Copilot RAG SQL Server Integration Services SQL Server Reporting Services X12 EDI Azure SQL Server Profiler HL7 FHIR ASP.NET Web Forms ASP.NET Core HTML CSS Git REST API

AdoptingDatabricks Delta Lake MLflow Azure AI Foundry Azure AI Studio Azure AI Search Azure OpenAI Azure Machine Learning+6 more

What Streamline Healthcare Solutions Is Building

◆Challenges

Integration challenges
Hl7 message issues
Sql performance optimization
Delinquent accounts
Billing discrepancies
Scaling customer support team
Reducing clinician and physician burnout
Manual workflow inefficiencies
Clinical safety compliance
Operational trust

▲Active Projects

Rag over ehr/claims/clinical text
Smartcare™ ehr evolution
Agentic ai framework within smartcare
Llm model development and fine-tuning
Mlops pipeline establishment
Llm and classical ml model development
Production deployment with containerization
Rag starter kit
Llm application reference architecture

Hiring Activity

Accelerating20 roles · 9 in 30d

Department

Engineering

Product

Support

Finance

Marketing

Seniority

Senior

Lead

Mid

Manager

Principal

Director

Notable leadership hires: Director of Product Management

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About Streamline Healthcare Solutions

Streamline Healthcare Solutions, founded in 2003 and headquartered in Oak Brook, Illinois, provides EHR and care management software to behavioral health organizations. The SmartCare platform handles clinical documentation, claims processing, and billing workflows for mental health and substance abuse treatment providers. The company operates as a privately held firm with 201–500 employees across product, engineering, support, and back-office functions, with active hiring in the United States and India.

HeadquartersOak Brook, IL

Company Size201–500 employees

Founded2003

Hiring MarketsUnited States, India

Frequently Asked Questions

What AI technologies is Streamline Healthcare implementing?

Streamline is actively adopting Azure OpenAI, Azure AI Foundry, Azure AI Studio, and Anthropic. Active projects include RAG over clinical text and claims data, LLM fine-tuning, agentic AI frameworks, and MLOps pipeline establishment for production deployment.

What is Streamline Healthcare's tech stack?

The stack centers on Microsoft Azure (Data Factory, DevOps, AI services) and SQL Server for data processing. Application layer uses ASP.NET Core, Angular, C#, and REST APIs. Clinical integrations rely on HL7, FHIR, and X12 EDI standards. Recent additions: Azure AI Search, Databricks, Delta Lake, MLflow, and GitHub Copilot for development.