Rising-Risk Patient Outreach Before Clinical Event

Risk stratification shows which patients are trending toward an acute event: a recent ED visit, a gap in medication fills, a worsening lab, no visit on the books. The score is real. The problem is what happens next.

A coordinator’s day is already full of active cases. Outreach to a patient who hasn’t been admitted yet is the call that gets made last, and after the admission the chart review shows every signal was there.

ZynPredict identifies patients whose clinical signals — recent ED use, medication gaps, worsening chronic condition indicators, utilization pattern changes — place them in an elevated risk tier. The Predictive Activation Agents carry that signal into an outreach workflow, within the rules your team sets.

Flagged patients receive proactive contact within those rules. The interaction is two-way — it captures current medication status, identifies new or worsening symptoms, confirms that the patient has a follow-up scheduled, and flags clinical concerns for coordinator review. When a patient reports a concerning symptom or medication gap, the agent routes the escalation to the care team with the full contact summary attached. ZynSchedule manages the follow-up booking.

For ACOs and MSOs operating under shared savings targets, reaching those patients consistently and documentably — at the moment the risk signal flags rather than after the clinical event confirms it — is the workflow Zynix AI is built to run.