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Post-Discharge Followup Agent

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THE PROBLEM Hospital discharge is the most dangerous transition in the care cycle. Patients leave with new medications they may not fully understand, instructions from multiple clinical teams that may conflict, and a follow-up appointment scheduled weeks out. Without timely outreach, early warning signs go unrecognized, medications get mismanaged, and patients return to the emergency department. For ACOs under value-based contracts, the 30-day readmission window is one of the most consequential performance metrics in the program. The interventions that prevent readmissions are well established: timely post-discharge contact, medication reconciliation, and confirmed follow-up care within the first days of discharge. The problem is execution. Most care management teams cannot contact every discharged patient within 24 to 48 hours. They prioritize the highest-risk cases and work through as many others as capacity allows. The patients who fall outside that window are the ones who readmit. It is not a knowledge problem. It is a capacity problem. The Post-Discharge Follow-Up Agent closes that gap. WHO IT IS BUILT FOR The Post-Discharge Follow-Up Agent is designed for ACOs, health systems, and care management organizations managing post-discharge workflows under value-based care contracts. Primary users include transitions of care coordinators, care managers, clinical operations directors, and population health leaders responsible for post-discharge follow-up, readmission prevention, and TCM billing performance. WHAT IT DOES The agent contacts every discharged patient within 24 to 48 hours, assesses how they are managing at home, identifies medication concerns, confirms follow-up appointment status, and escalates clinical issues to the care team. What separates this agent from a standard outreach call is what it does with what it learns. When a patient has no follow-up appointment booked in the required window, the agent does not flag it for a coordinator to handle later. It checks the patient's EHR directly during the call and books the appointment before the conversation ends. When a patient needs to change a scheduled revisit, the agent modifies the appointment in the EHR in real time. The insight becomes the action. This is not an agent that calls and reports. It is an agent that calls and completes. POST-DISCHARGE OUTREACH AT SCALE The agent initiates outreach to every patient on the discharge list, not only the high-risk subset the care team has bandwidth to reach first. Outreach begins within the 24 to 48-hour window that clinical evidence and TCM billing requirements define as critical. The conversation is not a scripted check-in. The agent engages patients naturally, listens for early warning signs, and surfaces concerns patients may not raise unprompted. The Post-Discharge Follow-Up Agent drives an 85% TCM completion rate, compared to the approximately 35% rate typical of manual follow-up processes. DIRECT EHR ACTION: APPOINTMENT BOOKING AND MANAGEMENT When the agent identifies that a patient has no revisit appointment within the required post-discharge window, whether 7 days, 14 days, or another interval defined by care protocol, it checks the patient's EHR in real time and creates the appointment directly during the call. No coordinator callback. No manual entry required from staff. When a patient needs to adjust an existing appointment, the agent handles the request and updates the EHR record before the call ends. The patient leaves the conversation with their follow-up confirmed and already in the system. The care team does not receive a list of patients still needing follow-up appointments scheduled. They receive a panel where appointments have been verified, booked where missing, and updated where needed, with every action reflected in the EHR before the outreach call closes. MEDICATION RECONCILIATION The agent conducts structured medication reconciliation during the follow-up call. It identifies discrepancies between the discharge medication list and what the patient is actually taking, captures cost barriers, side effects, and access issues, and escalates concerns to the appropriate pharmacist or clinician with a structured summary of what was found and what requires resolution. READMISSION RISK IDENTIFICATION The agent identifies clinical signals associated with elevated readmission risk during the follow-up conversation. Concerning symptoms, medication confusion, and patients without confirmed follow-up appointments are flagged and routed to the care team with a structured clinical context. The team receives an actionable alert, not a call completion log. TCM BILLING DOCUMENTATION TCM billing requires documented contact within specific post-discharge timeframes. The agent captures all documentation required for compliance as part of every interaction: call record, patient status, issues identified, actions taken, and EHR scheduling actions completed during the call. Care teams do not reconstruct this after the fact. MULTILINGUAL SUPPORT The agent conducts follow-up conversations in multiple languages. For ACOs serving diverse populations, every discharged patient receives outreach in the language they communicate in most effectively. Medication reconciliation, symptom assessment, and EHR appointment actions maintain the same accuracy regardless of the language spoken during the call. EHR AND CARE MANAGEMENT INTEGRATION Discharge notifications from ADT feeds trigger the outreach workflow automatically. Follow-up records, medication findings, escalation flags, and all EHR actions, including new bookings and modifications, are written to the patient's record in real time. No manual list management. No separate data entry required from the care team. NATURAL LANGUAGE AND AI CAPABILITIES Follow-up conversations run on ZynixLLM, Zynix AI's healthcare-native language model. ZynixLLM understands post-discharge clinical language, including medication terminology, symptom descriptions, and the conversational patterns of patients managing uncertainty after a hospital stay. It processes clinical significance, not just literal words. A patient who says they feel off but does not want to be a bother receives the same clinical assessment as one who describes a concerning symptom directly. COMPLIANCE AND SECURITY The Post-Discharge Follow-Up Agent is HIPAA-compliant. All conversations, EHR actions, and documentation are encrypted and handled in accordance with protected health information requirements. Full audit trails are maintained for every interaction and every system action. A Business Associate Agreement is available for enterprise deployments. ABOUT THE POST-DISCHARGE FOLLOW-UP AGENT The Post-Discharge Follow-Up Agent is part of the Clinical Performance Agents family within the Zynix AI platform. It works alongside ZynPredict's readmission risk scoring and the Transitions of Care care plan, which orchestrates the full post-discharge workflow from discharge notification through confirmed follow-up completion and TCM billing close-out.

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