Medical Front Desk AI · New York / East Coast

Specialized Neurology Practice

A 6-layer protocol for a high-stakes neurology reception desk

Neurology practices face challenges standard AI receptionists cannot handle: HIPAA liability, emergency stroke and seizure detection, and complex insurance routing. We engineered a Vapi-powered assistant on a constraint-first architecture.

VAPI
HIPAA-aware
Emergency Triage
Insurance Intelligence

< 5 sec

Emergency escalation (was 2–3 min)

100%

Calls answered on the first ring

20+ hrs

Saved per week for the office manager

The challenge

What wasn't working

High call volumes with complex insurance questions and urgent medical inquiries.
Front desk overwhelmed, leading to long hold times and the risk of missing emergency symptoms.
HIPAA risk if AI collected medical data or gave clinical advice incorrectly.

The solution

What we built

Intent Classification

Callers are immediately sorted into Prescription, Hospital, or Appointment flows to prevent information dumping.

Safety Firewall

Constant background monitoring for stroke and seizure indicators (slurred speech, drooping face). On detection, the AI halts all business logic and triggers the emergency script — 9-to-9 line or 911.

Clinical Redirect

Proprietary logic gate that stops callers from sharing private medical history, protecting HIPAA compliance with a zero-storage policy for volunteered clinical data.

Smart Insurance Routing

Cross-references caller insurance against complex network lists (Humana, Aetna, Cigna, Blue Cross, UnitedHealthcare) with instant compliant pricing disclosures.

Closed-Loop Confirmation

Automatic after-call SMS and email confirmation only after mandatory Name and Time collection.

The results

What changed

Zero hold times — 100% of calls answered on the first ring, 24/7
100% of emergency calls identified and escalated instantly
Clinical team only receives clean, pre-qualified appointment requests
Office manager saves 20+ hours per week

Metric	Before	After
Emergency escalation speed	2–3 minutes	< 5 seconds
Insurance verification	Manual / delayed	Instant & accurate
Hospital / physician referrals	Often lost in voicemail	Prioritised & logged
Patient satisfaction	Mixed (hold times)	High (clear & reassuring)