What Medical Observer gives you

Two samples from a demo clinic · Harbor View Family Clinic is invented, and so are its staff and every word

Both samples were made by Medical Observer's own software from an invented day. Nothing in them came from a real clinic, patient or staff member.

The End of Day Report — front desk

A sample End of Day Report for Harbor View Family Clinic (demo), Friday, October 9, 2026. Four figures: listening 3 hours 35 minutes, 5 conversations, 4 minutes of speech, 0 other sounds. The day in order: five front-desk conversations with their times and one-line summaries, and the quiet stretches between them. Activity by hour, and coverage. — Sample report from a demo clinic. The front-desk talk was invented and spoken by a computer voice. Every line was made by Medical Observer's software, and the summaries by the same small AI model the device runs.

The four figures. How long it listened, how many conversations it heard, how much was speech, and other sounds such as doors and phones.
The day, in order. Each conversation's time, whether it was work or casual, and one line on what it was about — and the stretches when nothing was heard, so the quiet hours show too.
The summaries are Medical Observer's own. On a clinic's device, a small AI model on the device writes them; nothing is sent to a cloud service to do it. For this sample the same model ran on one of our computers. They are short and not always right: in this sample the 8:37 AM summary stops mid-sentence, and the 9:02 AM one calls a check-in casual. We show them as the model wrote them. On your own device you can check any summary against what was said.
Activity by hour. When the desk was busiest.
Coverage. How much of the day it wrote up.
Where it lives. In the report's own words: "This report stays on this device: it is never emailed or sent off-site."

Room watch — a patient room

Six drawings of one patient room over a demo day, each with dashed boxes where the scripted day placed a person and Medical Observer's reading. 8:05 AM patient marked in the room, 1 in view, standing, no alert. 9:30 AM sitting in the chair, no alert. 10:40 AM a nurse's visit, 2 in view, no alert. 11:25 AM out with staff, the — Sample from a demo clinic. The room is drawn and the person boxes were scripted; the readings and alerts are what Medical Observer's room-watch software returned for them.

In a patient room, Medical Observer watches and listens for four things only: a possible fall, a person who goes low and stays there, a call for help and a patient who may have left the room. It writes down nothing that is said and keeps no picture. That is why this sample is a drawing and not a photograph, not even a blurred one: a real device has no picture to show. Its camera finds people in each frame in memory and then discards the frame.

A visit, or a patient sitting up, raises no alert.
Out with staff: one tap pauses the "may have left the room" alert.
Possible fall: a person goes from standing to low within seconds, with a thud, or a thud is followed within seconds by a groan, a cry or a call for help.
Check on the patient: the camera alone sees a person go from upright to low and stay low for a minute, for a fall that makes no thud.
May have left the room: nobody in view for 2 minutes while the patient is marked in the room. The clinic sets the time.
Call for help: words such as "help me" or "I can't get up," or a scream or a shout. Words are checked for that and then dropped, never written down.
Where an alert goes: the device's own screen, and the clinic's own email if the clinic sets one up. Never through our servers.

Room watch is an assistive aid for staff. It is not a medical alarm, and it does not replace nurse-call systems, bed alarms or rounding.

Observer and Medical Observer are products of Golden Observer LLC. 7 U.S. patents pending.