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Compliance & Payment Integrity

Expert articles and analysis related to compliance & payment integrity.

199 articlesLast 30 Days

AI Summary — Last 30 Days

Payment integrity is becoming a defining constraint on VBC strategy as CMS, DOJ, and plans intensify scrutiny of Medicare Advantage risk adjustment, audit readiness, Stars disputes, and AI-enabled utilization controls; recent settlements and fraud litigation around MA coding practices are reinforcing that documentation infrastructure must support both revenue accuracy and defensible compliance. At the same time, AI is being positioned as both a solution and a risk vector: vendors are marketing more “ethical” risk adjustment and audit platforms, while reports of Medicare AI prior authorization delays in Washington raise access and provider-burden concerns that could shape how CMS governs automation in payment models and care management (AI prior authorization delays). Medicaid drug-cost innovation is also moving into the payment-integrity frame, with the GENEROUS model’s savings potential dependent on confidential operational details and state/federal implementation choices—important for ACOs and risk-bearing organizations exposed to pharmacy trend, affordability metrics, and total-cost benchmarks (KFF on GENEROUS).

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