Value Delivered to Date
The most important numbers — time and hours returned to UVS clinicians since launch
time back in clinician hands.
Top Clinicians
The doctors and staff driving the most impact — sessions and hours saved since joining
Doctor-Only Usage
28 doctor users, 10,287 sessions — 80% of all platform activity comes from clinical staff
Adoption Momentum
Month-over-month session growth — from 323 in July 2025 to 2,461 in February 2026
662% Growth in 8 Months
From 323 sessions in July 2025 to 2,461 in February — a 7.6× increase. January to February added another +4.4% on an already high base, signaling durable long-term adoption rather than a ramp spike.
User Adoption
Active user growth — peak of 10 concurrent active users in January 2026
Individual Adoption Ramp
Average daily sessions in each clinician’s first three months on the platform
Frazier, Waxman & Berube: Top Ramp Performers
Madeline Frazier grew from 1.0 sessions/day in month 1 to 17.6 by month 3 — the strongest ramp in the network. Andrew Waxman (15.7) and Danielle Berube (11.9) follow closely. These three set the adoption benchmark for all incoming clinicians.
Phone Calling Usage
AI-assisted call activity across all UVS clinicians — 5,216 calls and counting
439% Growth in Monthly Call Volume
From 244 calls in August 2025 to 1,316 in February 2026 — a 5.4× increase running in parallel with documentation sessions, compounding the total platform value.
Template Intelligence
A library of 157 custom templates built by 15 creators — a lasting clinical asset
Templates Are a Compounding Clinical Asset
157 custom templates across 15 creators means every new clinician inherits a mature documentation infrastructure on day one — faster ramp, standardized notes, and zero setup overhead.