Short briefings on the operational realities of Public Law 119-21 implementation. Written for state agency leadership, eligibility operations directors, MCO compliance officers, system integrators, and consultants advising on verification operations.
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Operational Model
Managed vs In-House Verification Operations Under P.L. 119-21
When to build in-house, when to use a managed service, when the hybrid model wins. Cost honesty + operational tradeoffs.
Technology Choice
AI Agents vs Traditional Call Centers for Medicaid Verification
Where AI-assisted models clearly win, where traditional call centers still win, and why every serious 2026 implementation is hybrid.
Topic clusters
- Verification operations — workflows, documentation, exception handling
- Redetermination cadence — timing, automation, NCOA + DMF integration
- Compliance & audit readiness — what auditors look for, evidence packaging
- Beneficiary engagement — outreach, language access, accessibility
- MMIS integration — enterprise data exchanges, vendor coordination