The work lives in people's heads
Work runs on verbal instructions and personal memory. When a person leaves, it leaves with them.
Today's calls, reassignments and callbacks arrive already filled in from your booking and cancellation data. When staff get stuck on a screen, the operations agent tells them the next step. Only decisions that need you reach the director. Your EMR stays exactly as it is.
Does this mean it's been sent?
Nothing goes out the moment the booking list is applied. The 7-days-before, 3-days-before-colonoscopy and day-before-colonoscopy notices send automatically at 8 a.m. the next day. The remaining prep notices go out one by one after the confirmation call in Log Entry. The first satisfaction survey from the check-in list still needs a final send after you review the list and the message.
Why it exists
Work runs on verbal instructions and personal memory. When a person leaves, it leaves with them.
There is no waitlist to fill a late cancellation, and every reminder call is manual.
With no regular reporting, the director only learns how things are going by asking.
We analyzed all 21,329 bookings from 12 months at a center doing about 20,000 exams a year. One in ten was lost to cancellation or no-show.
See the screens
Walk through the operations agent, All Tasks and the Ops Brief on real product screens.
Does this mean it's been sent?
Nothing goes out the moment the booking list is applied. The 7-days-before, 3-days-before-colonoscopy and day-before-colonoscopy notices send automatically at 8 a.m. the next day. The remaining prep notices go out one by one after the confirmation call in Log Entry. The first satisfaction survey from the check-in list still needs a final send after you review the list and the message.
Sample screen built from the answer logic that is actually deployed.
Screens shown with English labels for illustration. The product and live demo are in Korean today.
It gives the next step based on the current screen and the person's role. Fewer repeat questions land on the director or an outside contact.
Does this mean it's been sent?
Nothing goes out the moment the booking list is applied. The 7-days-before, 3-days-before-colonoscopy and day-before-colonoscopy notices send automatically at 8 a.m. the next day. The remaining prep notices go out one by one after the confirmation call in Log Entry. The first satisfaction survey from the check-in list still needs a final send after you review the list and the message.
The AI manager matches candidates and writes the log. A staff member confirms the final change with one click.
What the AI operations manager does
In a clinic, when one staff member quits, the seat rarely gets filled within a month or two. Here is what changes with an AI operations manager.
The AI manager picks today's calls, reassignments and callbacks out of the screening data and puts them in priority order.
Staff work the list top to bottom. That's it.
Only items that need a decision, plus verified facts like capacity, prep notices and cancellations.
The director reads this one screen and goes back to patients.
When a cancellation comes in, it immediately finds a matching waitlist candidate and proposes them.
A slot that would have sat empty gets filled again.
Patient contact details live only in the waitlist. They never appear on the board or in the brief.
AI responses are tested in a simulator first, and nothing is sent without a human confirming it.
The AI agent makes the reminder calls itself and handles seasonal outreach, such as re-engaging patients who haven't come back.
It does not answer medical questions. It hands those to a staff member right away.
Get started
Instead of a price list, we'll walk you through the setup and cost that fit your center's size and call volume. Leave your email.
FAQ
Prefer email? Write to yswyang@gmail.com directly.