CareSource scales operations with Azure OpenAI and Copilot to reduce documentation time and improve member service
CareSource, a U. S. Medicaid managed care organization serving more than two million members across multiple states, partnered with Microsoft to modernize operations and improve member service. The organization used Azure OpenAI Service, Dynamics 365, Azure Functions, Cosmos DB, GitHub Copilot, and Azure Virtual Desktop to automate document-heavy workflows, support service operations, and provide employees with secure AI tools.
- Organization
- CareSource
- Industry
- Healthcare
- Location
- United States
- Published
- May 2026
Reported outcomes
30%
productivityProductivity & throughput
Strategic outcomes
Primary read
Use case focus
Showing 3 of 4
- 1Document automation
- 2Knowledge extraction
- 3Member service operations
- Rapid growth increased the volume and complexity of administrative and member-service work.
- CareSource needed to reduce manual effort in documentation and routine tasks while maintaining human oversight and protecting sensitive member data.
- CareSource built a modern AI-powered platform on Microsoft Azure.
- Azure OpenAI Service was used for language-based automation, document summarization, insight extraction, and conversational AI pilots.
- Azure Functions and Cosmos DB supported scalable backend workflows, while Dynamics 365 was used to streamline service operations and member support.
- GitHub Copilot was adopted to improve developer productivity, and Azure Virtual Desktop helped reduce infrastructure costs and improve remote access.
- The organization applied a governance-first model with cross-functional review to ensure data quality, privacy, and human oversight.
- A key documentation process was reduced from about two months to two weeks.
- One automation initiative saved the organization more than $125,000.
- Developers reported productivity gains of 20% to 30% with GitHub Copilot.
- Administrative work that previously took days was reduced to hours.
- The AI rollout broadened employee productivity and supported future member-facing experiences.
Architecture
CareSource described a Microsoft-based architecture using Azure OpenAI Service for language automation, Azure Functions and Cosmos DB for scalable workflow processing, Dynamics 365 for service operations, Azure Virtual Desktop for secure remote access, and GitHub Copilot for developer productivity. The article also noted continued pilot work on conversational AI for unstructured-data summarization and AI-assisted triage with human-in-the-loop governance.
Sources & evidence1
AI-generated summary. Verify important details with the linked sources before relying on this case.
Explore related AI use cases
Was this useful?