Digital twins for healthcare operations

Shorter waits. Fuller days. Fewer late nights.

We build a working model of your clinic, a digital twin, so you can test schedule, staffing and room changes before you make them, and know what they'll do to wait times and throughput.

Try the clinic twin Book a twin assessment
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– in waiting room
– avg wait
– patients seen
Open the full twin →

Sound familiar?

Most clinic bottlenecks aren't a staffing problem. They come from how the day is scheduled.

  • The waiting room is full by 10 a.m.

    Front-loaded templates and double-booking stack patients up early, and the day never recovers.

  • Providers are idle, then slammed

    Quiet first slots, a mid-morning crush, and rooms sitting full of patients waiting on the same provider.

  • Walk-ins give up and leave

    Every patient who walks out is lost revenue, and a patient who may not come back.

  • The day runs past close

    Overtime for front desk, MAs and providers becomes the norm, and so does burnout.

How a clinic twin works

A dashboard tells you what happened. A twin shows you what would happen.

  1. 1

    Mirror

    We build a model of your clinic from your own scheduling and visit-timestamp data: rooms, providers, templates, arrival patterns and visit lengths.

  2. 2

    Test

    Your team tries changes on the twin first: new templates, staffing, room assignments or walk-in policies. Every scenario replays the same day, so comparisons are fair.

  3. 3

    Act

    You get the changes worth making, with the expected effect on wait times, throughput and overtime, and a way to check the result after rollout.

Questions you can answer before Monday

Each one opens the demo twin with that change applied. The same patients, the same day: only your change is different.

What's a shorter day worth?

Put in your own numbers for a rough annual estimate. The pilot replaces these assumptions with measured results.

Estimated annual impact

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Recovered visits
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Revenue from recovered visits
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Overtime avoided (at 1.5×)
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Send these numbers with your inquiry →

Estimates use only the numbers you enter. Nothing is sent until you submit the contact form.

A 30-day pilot

One clinic, one month, a fixed scope. You finish with a calibrated twin and a short list of changes worth making.

  1. Week 1

    Connect

    Kickoff, then a de-identified extract of appointments and visit timestamps. Most EHR and practice management systems can export this as a standard report.

  2. Week 2

    Build and calibrate

    We build the twin of your clinic and check it against a few real days until waits and throughput match what actually happened.

  3. Week 3

    Test with your team

    Working sessions with your operations leads to try the changes you have been debating, plus a few you have not.

  4. Week 4

    Readout

    Recommended changes, expected impact, and a simple plan to measure the result after rollout. You keep the twin.

Full pilot details

Common questions

Do we need to install new software?

No. The pilot runs on data exports and a hosted twin your team can open in a browser. Nothing touches your EHR.

What data do you need?

Appointment schedules and visit timestamps (check-in, roomed, provider in, checkout) for a few representative weeks, plus your room and staffing setup. We ask for the minimum needed and prefer de-identified extracts.

How is this different from a dashboard?

A dashboard shows what already happened. A twin lets you see what would happen if you changed something, before you change it.

Does it work for urgent care, specialty clinics or hospital departments?

Yes. Anywhere patients arrive, wait and compete for rooms and providers. Urgent care, imaging, infusion centers and emergency department fast-track all follow the same pattern.