EveryAILaw.comCMS Medicare Advantage AI Rule
Obligations Covered
Provisions (1)
Clinician Oversight Mandate #
FAQ guidance (CMS memo, Feb 6, 2024) interpreting the 2024 MA final rule (CMS-4201-F); not a standalone AI-specific rule
Requirements
| Requirement | Details |
|---|---|
| No sole reliance on AI | AI predictions cannot be sole basis for denying, reducing, or limiting services |
| Individual circumstances | Coverage decisions must rely on individual patient history and circumstances, not population-level algorithms alone |
| No alteration of public criteria | AI tools may not alter publicly available coverage criteria |
| Clinician final say | For post-acute services, an algorithmic length-of-stay prediction cannot alone be the basis for terminating coverage; the member must receive an individualized medical-necessity review and clinical reassessment before denial or termination |
| Tool vetting | MA plans remain responsible for ensuring AI/algorithmic tools are used consistently with coverage criteria and applicable law; CMS guidance does not specify a standalone mandated audit requirement |
Penalties
| Violation | Fine |
|---|---|
| Non-compliance | CMS enforcement; potential plan sanctions |
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