Shipped patient intake and triage in eight weeks — front desk intake from 18 minutes to under four per patient

The client had identified a consistent pain point across independent medical clinics: front desk staff were spending hours each day collecting patient information over phone calls, entering it manually into systems, and preparing notes for doctors. The founder had a working relationship with five clinics willing to pilot the product. What was missing was the actual platform. They needed a patient-facing intake flow, a clinic administration portal, intelligent form logic that adapted based on patient responses, and a summary generation layer that prepared structured notes for the physician before the appointment.

The product was built and piloted with three clinics within eight weeks. Front desk intake time per patient dropped from an average of 18 minutes to under 4 minutes. Doctors reported arriving to appointments with complete, readable patient context for the first time. One clinic reduced its front desk staffing requirement during peak hours by one full-time equivalent position. The client used the pilot results to begin conversations with a regional clinic group for an enterprise rollout covering over 30 locations.