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.
Patient Flow
Patient Intake Handoff Chain
The intake process is a chain of agent handoffs: the web agent captures the form, the eligibility agent verifies insurance in real time, the scheduling agent finds the first available slot, the onboarding agent sends pre-visit paperwork. Each agent completes its step and passes a structured status to the next. A patient stuck between steps for more than 4 hours triggers an escalation.
What goes wrong without this
A patient fills out the online intake form on Monday. The eligibility check fails silently. The scheduling agent never runs because it is waiting on eligibility. The patient calls Thursday asking why nobody called. The practice looks disorganized. The patient finds another provider.
Post-Visit Follow-Up Sequencer
After every visit, the follow-up agent triggers a sequence based on visit type: routine visit gets a satisfaction survey at 24 hours. Procedure gets a post-op check-in call at 48 hours. New patient gets a "how was your first visit?" at 24 hours plus a reminder to schedule follow-up at 7 days. The sequence is templated per visit type but personalized per patient.
What goes wrong without this
A patient has a minor procedure. Nobody calls to check on them. They develop a complication at home but assume it is normal. They call 5 days later when it is worse. The complication that would have been a phone call is now an ER visit. Clinical outcome and patient satisfaction both drop.
Same-Day Appointment Slot Optimization
The scheduling agent holds a configurable percentage of daily slots (typically 15-20%) for same-day requests. The analytics agent monitors no-show rates by time slot and day of week. When a no-show is predicted (patient with a history of no-shows, bad weather day), the scheduling agent proactively offers the slot to the waitlist. Empty chair time is the most expensive waste in healthcare.
What goes wrong without this
The practice is "fully booked" 2 weeks out. But 15% of booked appointments no-show daily. Providers have empty 30-minute blocks throughout the day. Meanwhile, sick patients are told "the earliest we can see you is next Thursday." They go to urgent care. Revenue and continuity of care both suffer.
Wait Time Visibility Across Departments
The flow agent tracks real-time wait times at every stage: check-in to triage, triage to exam room, exam room to provider, provider to checkout. Each department's agent reports its current queue depth. The front desk agent can tell a patient "Dr. Smith is running about 20 minutes behind" instead of "it should not be long." Transparency reduces perceived wait time by 30%.
What goes wrong without this
A patient checks in at 2:00 PM for a 2:00 PM appointment. At 2:45 PM they are still in the waiting room. Nobody has communicated anything. They walk out. The provider becomes available at 2:50 PM. A 5-minute communication would have saved the visit.
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