Replacing Weekly Clinic Visits With Real Time Remote Monitoring

The Challenge

A 5-minute movement check shouldn't eat a full appointment slot, but that's what was happening. Clinicians had to be in the room for every rep of every exercise, capping each one at 6 to 8 patients a day. Referrals were piling up, schedules were full, and there was no way to evaluate patient form without physically being there.

What We Built

The founding team needed computer vision expertise they didn't have in-house, so they brought in on-demand AI engineers. The system uses the patient's own device camera to map 32 points across their body during exercise. Each rep gets scored against rules the clinician defines, the same criteria they'd apply standing in the room. Processing runs at 60 frames per second on desktop with no perceptible delay.

Results

Clinicians went from 6 to 8 in-person sessions a day to reviewing over 20 patients remotely. The bottleneck was physical presence, and the platform removed it. A mid-sized clinic recovered about 30 hours a week previously lost to travel and scheduling overhead. The 32-landmark tracking gives clinicians more movement detail than in-person observation, where you're stuck with one angle. Within two quarters the platform had paid for itself, with billing shifted from "clinician is in the room" to "clinician reviews movement data.