Summary
Provides role-based recommendations for responsible AI use in Medicaid eligibility adjudication, including exemption identification, case prioritization, documentation review, eligibility decisions, notices, human review, auditing, appeals, and safeguards against inappropriate coverage loss.
Healthcare Implications
State agencies and technology vendors should validate adjudication tools, maintain qualified human review for consequential decisions, explain outcomes and appeal rights, audit errors and subgroup impacts, protect sensitive information, and prevent automation from causing erroneous denials or procedural terminations.