Healthcare AI Coordination Playbook
Coordination practices for AI agent teams managing healthcare organizations -- patient scheduling, HIPAA compliance, provider coordination, revenue cycle, referral management, and telehealth. Built for the unique regulatory, safety, and care continuity demands of medical practices.
Referrals
Closed-Loop Referral Reporting to Referring Providers
After a referred patient completes their visit, the coordination agent sends a structured report back to the referring provider: visit summary, findings, recommended plan, and next steps. This closes the referral loop. Referring providers who receive timely reports refer 40% more patients than those left in the dark.
What goes wrong without this
A PCP refers a patient to a specialist. The patient is seen. The PCP never receives a report. At the patient's next PCP visit 3 months later, the PCP has no idea what the specialist found or recommended. Care continuity is broken. The PCP tries a different specialist next time.
Inbound Referral Capture and Acknowledgment Loop
The referral agent acknowledges every inbound referral within 4 hours: sends a confirmation to the referring provider, contacts the patient to schedule, and logs the referral source for attribution. The referring provider should never have to call and ask "did you get my referral?" Referral leakage (referrals received but never scheduled) is tracked as a revenue loss metric.
What goes wrong without this
A PCP sends 5 referrals to a specialist this month. 2 are never contacted. The PCP calls to follow up on their patients. The specialist's office says "we never received it." The PCP stops referring. A $50K/year referral relationship dies because of a $0 acknowledgment failure.
Referral-to-Appointment Conversion Tracking
The analytics agent tracks conversion rate from referral received to appointment scheduled to appointment completed, segmented by referring provider. If a referring provider's patients have a 30% no-schedule rate, the referral agent adjusts the outreach cadence (more touchpoints). If a specific insurance type has a 50% no-schedule rate, the eligibility agent pre-verifies before outreach.
What goes wrong without this
The practice receives 200 referrals per month. 120 schedule. 90 show up. Nobody knows why 80 referrals never convert. Are they calling and getting voicemail? Is insurance the barrier? Are they going to a competitor? Without segmented tracking, the practice cannot fix the leak.
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