Post-Discharge Care for MA Members

Claims-based discharge identification has a 2-4 week lag. The TCM window is 48 hours.

The Challenge

Medicare Advantage plans carrying quality and financial responsibility for their attributed members' post-discharge outcomes face a structural information lag. Most plans identify that a member was hospitalized through claims data — which arrives weeks after the event. By the time a care coordinator reviews the discharge report and initiates outreach, the 24-to-48-hour TCM contact window has long since closed. The readmission risk window has not.

The 30-day post-discharge period is when preventable readmissions occur. The first 48 hours are when the most actionable interventions can happen — identifying medication confusion before it leads to an adverse event, confirming that the follow-up appointment has been scheduled and is accessible, addressing the transportation or social barriers that might prevent the member from keeping it.

For MA plans where 30-day readmission rates affect Stars quality scores and where each readmission adds directly to MLR, the claims identification lag is not a data problem that can be solved by better reporting. It requires a fundamentally different signal source — real-time ADT feeds from the hospitals and health systems where members are treated — and an outreach infrastructure that acts on that signal within hours rather than weeks.

How Zynix AI Fits

The Transitions of Care Agent connects to real-time ADT feeds from the hospital network, identifies MA member discharges within hours of occurrence, and initiates the 24-to-48-hour contact window automatically. The interaction confirms safe arrival, catches medication confusion, assesses for new or worsening symptoms, and schedules the required follow-up visit. Every qualifying interaction is documented for quality reporting.

Medication Reconciliation identifies discrepancies between the member's pre-admission medications, discharge prescriptions, and current reported medications — routing concerns to the plan's clinical team or the member's primary care provider as appropriate. ZynSchedule confirms the follow-up appointment before the interaction ends.

For MA plan quality teams tracking 30-day readmission rates against Stars performance targets, the operational change is in how many members receive timely post-discharge contact — not which members were identified. The identification was always possible. The real-time connection between identification and outreach is what changes the performance outcome.

Real-time discharge detection. Same-day member outreach.

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