Post-Discharge TCM and Readmission Prevention

Every preventable readmission is a shared savings loss visible in the data the day the patient was discharged.

The Challenge

An MSSP ACO managing 15,000 attributed lives across a primary care network will see a meaningful fraction of that population discharged from one of dozens of hospitals in any given month. Some of those hospitals have strong care transition programs. Most have processes that work for their highest-risk patients and leave the rest to the outpatient team to follow up with. The outpatient team is the ACO's care coordinators — already managing active chronic care caseloads, quality gap programs, and a rising-risk outreach list.

The 24-to-48-hour post-discharge window is where the most valuable intervention can happen. Medication confusion shows up in those first two days. Discharge instruction confusion surfaces when the patient is not sure what a warning sign actually looks like. The follow-up appointment is not yet scheduled, or was scheduled at the hospital and has not been confirmed with the outpatient team. These are the moments where a contact prevents a readmission.

For an ACO with financial exposure to every 30-day readmission in the attributed population, the cost of missing the outreach window is direct. A readmission that was preventable with a 20-minute call in the 48-hour window generates a claims event that affects the TCOC calculation, the performance year benchmark, and the shared savings distribution.

How Zynix AI Fits

The Transitions of Care Agent contacts every attributed patient within 24 to 48 hours of hospital discharge. The interaction qualifies for TCM billing, confirms safe arrival, identifies medication confusion or discrepancies, catches new or worsening symptoms, and schedules the required follow-up visit within the CMS billing window. Every qualifying interaction is documented. The ACO's billing team receives TCM-ready documentation without requiring a coordinator to initiate or document the contact.

ZynPredict feeds the discharge workflow with risk scores — so the coordinator team sees which patients triggered elevated risk signals and need a follow-up call with a human. ZynSchedule confirms the follow-up appointment. Medication Reconciliation identifies discrepancies between pre-admission, discharge, and current medications — routing clinical concerns to the pharmacist or care team.

For MSSP ACOs, the financial case is direct: more qualifying TCM interactions billed, fewer preventable readmissions within 30 days, and better performance on the TCOC metrics that determine shared savings distributions. The platform does not replace the care coordinator team — it handles the volume so the team is deployed at the escalations that actually need them.

Every discharge. Every TCM window. Documented and billed.

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