This role serves as a key analytical liaison between Managed Care, Finance, Population Health, Quality, operational leaders, and payer partners to ensure accurate external reporting, resolve performance discrepancies, maintain audit-ready documentation, and provide leadership with actionable contract performance insights. The analyst interprets payer performance methodologies and contractual requirements; validates and reconciles payer-reported quality, utilization, attribution, and financial results; and forecasts incentive attainment, shared savings, and revenue at risk.