Resources and Toolkits

Open Source Software Tool (OSCER) for Medicaid Work Requirements

Open-source community engagement reporting (OSCER) tool enables states to achieve work requirements compliance automatically using client and ex parte data, or otherwise provide link for manual certification or exemption application. Provides staff with case management and reporting tools, and sends results to state Medicaid agencies for issuance or disenrollment.

Identifying Use Cases for AI in Medicaid Delivery

Outlines cases in which generative AI can be appropriately deployed by grounding use in human-centered problem statements. Highlights practical application such as data extraction, summarization, and entity resolution to reduce caseworker burden while maintaining responsible oversight.

Human-Centered Work Requirements for Medicaid

Evidence-based recommendations for states to optimize implementation of work requirements include: integrating compliance and exemption information and reporting into a single streamlined process, designing clear and actionable notices, utilizing text communications, and building mobile-friendly platforms.