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Five numbers your systems already have.

Before you evaluate any vendor, including us, run this. Every figure below comes out of software you already pay for, and none of it requires our involvement. If the numbers come back healthy, you do not need agents and we would rather you knew that first.

01

After-hours answer rate

Hospitals · Clinics · Dental

Where to pull it

Your PBX, cloud telephony or mobile carrier report. Ask for calls received and calls answered, split by hour, for one full month.

The calculation

Answered between 20:00 and 08:00 ÷ received between 20:00 and 08:00.

What you will probably find

Most providers who have never looked find this between 15% and 40%. Nearly everyone guesses high before they check.

What it is worth

Multiply the unanswered count by your enquiry-to-appointment conversion rate, then by your average first-visit value. For a considered procedure — implants, joint replacement, a scan package — use the procedure value, not the consult fee.

02

Enquiry-to-appointment conversion

Hospitals · Clinics · Dental

Where to pull it

Your CRM if you have one, your OP register and WhatsApp if you do not. Count distinct enquiries in a month against appointments that came from them.

The calculation

Appointments booked from enquiries ÷ total enquiries received.

What you will probably find

The more useful finding is usually that this number cannot be produced at all, because enquiries live in three places and nobody owns the count. That itself is the diagnosis.

What it is worth

Every point of conversion is worth one percent of your entire enquiry volume. It is also the cheapest number to move, because the enquiries have already been paid for.

03

First-time claim rejection rate

Hospitals

Where to pull it

Your billing system or your TPA portal. Ask for claims submitted and claims rejected on first submission, for one quarter, with rejection reasons.

The calculation

Rejected on first submission ÷ total submitted. Then split documentation reasons from clinical ones.

What you will probably find

Documentation and eligibility reasons usually account for the majority. Those are the recoverable ones — and the ones nobody has time to chase.

What it is worth

Take the documentation share, multiply by average claim value, then by the proportion your team never resubmits. That last number is the one billing heads underestimate most.

04

No-show and short-notice cancellation rate

Clinics · Dental

Where to pull it

Your scheduler. Booked slots against attended slots, over three months, excluding slots the practice itself moved.

The calculation

Slots not attended ÷ slots booked.

What you will probably find

Above roughly 12% and it is no longer noise, it is a process gap. Nobody is calling the waitlist within the ten minutes it takes to refill a slot.

What it is worth

Chair-hour or consultation-hour value multiplied by lost slots. In dentistry this is the single clearest number in the business, because the chair is the business.

05

Dormant accepted plans and un-recalled patients

Dental · Clinics

Where to pull it

Your treatment plan list and your patient list. Accepted plans with no procedure started after 60 days, and patients last seen more than nine months ago who are still local.

The calculation

Sum the value of accepted-but-unstarted plans. Count dormant patients separately.

What you will probably find

This is almost always the largest single recoverable number in a dental practice, and almost always the one nobody has ever added up.

What it is worth

Face value, discounted by whatever share you think is genuinely gone. Even at a quarter, most owners find it is larger than their entire marketing budget.

Why we publish this instead of a case study.

We are pre-launch. We have no customer results to show you, and a vendor with no results who publishes a glossy report is telling you something about themselves.

What we do have is a year and a half of sitting inside Kerala hospitals and clinics watching where the money actually goes. The audit above is the distilled version of that, and it works whether or not you ever speak to us.

When we have real deployments, the numbers on this site will carry a customer's name and a date. Until then you get published third-party research, clearly attributed, and demonstrations that are labelled as demonstrations.

We write up field notes from providers we work with, roughly monthly, with nothing sold in them. If you want them, email us and say so — there is no signup form, because there is no list to farm.

20–25%
of Indian hospitals are raising IT innovation spend over the next two to three years.
70%+
rank AI-driven clinical documentation among their top investment priorities.
39%
faster discharges reported by Apollo Hospitals following its 2024 GenAI deployment.

Sources: CII-EY HealthTech Survey 2025; Apollo Hospitals disclosed results, 2024.

Run the audit. Then bring us the worst one.

If one of those five numbers comes back badly, that is the conversation. Thirty minutes, no deck, and an honest answer about whether agents move it.

We are pre-launch and taking a small number of design partners in India and the GCC. If that is not you, say so on the call and we will not waste your time.