Ayin Insights
Practical thinking on health plan operations, technology, and analytics for Medicaid, Medicare Advantage, and PACE programs.
CMS and state Medicaid agencies are actively auditing provider directory accuracy, and the same errors that trigger audit findings also drive claims denials. This article explains the regulatory requirements, the claims cascade, and what a compliant directory workflow actually requires.
Read article →Premium billing failures in Medicare Advantage plans create cash flow gaps, regulatory exposure, and avoidable member disenrollments. Here is where the errors actually come from, and what prevents them.
Read article →HR1's Medicaid provisions (work requirements, FMAP reductions, and provider tax restrictions) are the largest administrative disruption in a decade. The policy debate is settled. Here's what small plans must operationalize in the next 90 days.
Read article →Signing a capitation contract is the easy part. By month two, most provider organizations discover that roster mismatches, attribution churn, downstream distribution requirements, and stop-loss tracking demand payer-grade administrative infrastructure they don't have.
Read article →CMS has expanded RADV audits to all eligible MA contracts and completed the V28 model transition. Regional plans are leaving revenue on the table, not because of clinical failures, but because of preventable gaps in encounter data workflows and diagnosis capture operations.
Read article →CMS is tightening FIDE-SNP and HIDE-SNP requirements every contract year. Plans still running dual-eligible populations across two separate systems are accumulating operational debt they will eventually have to repay. Here is what integrated D-SNP administration actually requires at the workflow level.
Read article →Every vendor is selling AI to health plans. This cuts through it: where automation has a proven track record, where AI adds new value, the data quality prerequisite most plans skip, and where to focus first if you're resource-constrained.
Read article →Medicaid rates rose 3.4% in 2024 while costs jumped over 10%. The only lever small plans can actually control right now is administrative efficiency. Here's what that means operationally.
Read article →Every small community health plan faces the same question: staff up internally, build your own systems, or partner with an outside firm? Here is an honest framework for making that call, including when internal is the right answer.
Read article →The Oregon Health Plan has structural complexities (the prioritized list, OHA quality reporting, DHS foster care workflows) that differ from every other state Medicaid program. This guide covers what CCO administrative teams need to operate within it fluently.
Read article →As state Medicaid programs accelerate their shift toward value-based care arrangements, provider-sponsored health plans face both new opportunities and operational challenges. Here's what you need to know.
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