AI-powered patient outreach proactively identifies at-risk referrals, engages patients by phone, and helps more patients complete their care journey.

MT. PLEASANT, S.C., Oct. 14, 2026 /PRNewswire-PRWeb/ -- ReferralMD today announced an automated Voice AI Agent which proactively calls patients to complete the referral and schedule patients. The call agent is designed to help healthcare organizations reduce inbound referral leakage by proactively identifying and engaging referred patients at risk of not completing their appointment.

Inbound referral leakage remains a significant challenge for healthcare organizations, with more than 20% of inbound referrals failing to result in a completed appointment. While many solutions focus on whether an appointment was scheduled, ReferralMD's approach addresses the broader challenge: ensuring patients successfully progress from referral through completed care.

The Outbound Voice AI Agent uses referral workflow data to identify patients who may need additional assistance and automatically initiates phone outreach at the appropriate point in their journey. Signals can include delays in referral progression, referral decline reasons, appointment cancellations, no-shows, and other workflow events that indicate an increased risk of leakage.

"Scheduling an appointment is an important milestone, but it isn't the finish line," said Rick Hammer, Chief Product Officer at ReferralMD. "Our goal is to help healthcare organizations intervene when patients encounter barriers, before those barriers result in lost referrals or delayed care. Voice AI gives organizations the ability to do that proactively and at scale."

Intelligent Outreach Based on the Patient Journey

Rather than relying on a one-size-fits-all outreach process, ReferralMD's Outbound Voice AI Agent supports configurable workflows that determine when the AI agent should contact a patient, how it should respond, and what actions should follow each interaction.

Depending on the patient's situation, the Voice AI Agent can:

• Schedule appointments for patients who have been referred but have not yet scheduled.
• Reschedule cancelled or missed appointments to help patients get back on track.
• Re-engage stalled referrals by contacting patients who have stopped progressing through the referral workflow and identifying barriers to scheduling.
• Respond according to workflow-specific rules, guiding conversations and next steps based on the patient's status and the outcome of each call.
• Escalate or trigger appropriate follow-up actions when additional staff involvement is required.

By combining referral workflow intelligence with automated conversational outreach, the solution enables organizations to focus intervention on the patients who need it most.

Moving From Reactive Follow-Up to Proactive Intervention

Traditional referral follow-up can require staff to manually review referral queues, identify patients who have stalled, make repeated phone calls, and determine the appropriate next action. At scale, this process can be difficult to manage consistently and can allow at-risk referrals to go unnoticed.

ReferralMD's Outbound Voice AI Agent is designed to automate much of this process. By continuously using referral activity and outcomes to determine when outreach is appropriate, healthcare organizations can intervene earlier while reducing the administrative effort required to identify and contact at-risk patients.

The result is a more proactive approach to referral management - one focused not simply on generating appointments, but on helping patients successfully complete them.

"Every referral represents a patient who needs care," added Hammer. "By combining intelligent referral workflows with AI-powered voice engagement, we can help providers close more gaps in the referral journey while allowing staff to spend their time on the interactions that require a human touch."

About ReferralMD

ReferralMD is a healthcare referral network and automation platform that helps medical practices, health systems, ACOs, clinically integrated networks, community health centers, and post-acute organizations connect, automate, and optimize patient referrals. Its platform brings referral management, AI-powered fax processing, scheduling, digital intake, patient communications, provider matching, analytics, and EHR interoperability into one connected workflow. From affordable practice solutions to enterprise-grade network orchestration, ReferralMD helps healthcare organizations reduce administrative burden, close referral loops, minimize leakage, and connect patients with appropriate care faster. Learn more at ReferralMD.com.

Media Contact

Elisabeth Buford, ReferralMD, 1 (800) 343-3729, elisabeth@referralmd.com, ReferralMD

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SOURCE ReferralMD