AI receptionist for clinics: what a small practice really needs

Guides to AI receptionists for a “doctor’s office” usually picture an American practice. An Indian clinic runs a different day: a morning session and an evening one, walk-ins who often outnumber the bookings, one receptionist who also registers patients and takes the fees, and often the doctor’s own mobile number on the board outside.

This guide is for a clinic with one or two doctors and one receptionist, or none: the calls you get, what goes wrong, what an AI receptionist can and can’t take off your hands, and what to check before choosing one.

What calls does a small clinic get?

Write down every call for a week and most will fall into a handful of kinds:

• “Will the doctor be in?” “डॉक्टर साहब आज शाम बैठेंगे?” (Will the doctor be in this evening?), Sunday timings, holidays, the doctor’s leave.
• Bookings and tokens for today or tomorrow, often for someone else: a child, a parent.
• Changes: “आज नहीं आ पाएँगे, कल कर दीजिए” (we can’t come today, make it tomorrow).
• Practical questions: the fee, the address, parking, whether to come fasting, what to bring.
• Reports: “रिपोर्ट आ गई, डॉक्टर साहब को दिखानी है” (the report has come, I need to show it to the doctor).
• Your own patients with a new worry, often asking what medicine to give in the meantime.
• Now and then, an emergency, from a caller who may not call it one.
• Everyone else who wants the doctor’s time: labs, suppliers, salespeople.

Only the last three kinds may need the doctor, and only some of those calls do. The rest need someone who knows the diary and the clinic’s facts. Here is how a call for the doctor can go when it’s handled well, in an example written for this guide:

The doctor isn’t pulled out of a consultation, the caller gets a time, and the booking is in the diary, not in someone’s memory.

What goes wrong when the clinic is small

The doctor’s mobile rings during consultations

If your own number is on the board, the prescription pad and Google, the calls find you mid-consultation. Indian consultations are short to begin with: a review of studies from 67 countries found Indian primary-care consultations measured at about two minutes. A one-minute call can take half of the patient’s time with you.

Privacy suffers too. The code of medical ethics says what patients confide in a doctor should never be revealed, except where the law requires it (clause 2.2), and a call about one patient answered in front of another makes that hard. Calls taken between patients rarely get written down, either: the time you promised someone at 7 is not in the diary at 7.

Calls go unanswered while the receptionist is at the counter

One receptionist registers walk-ins, takes fees, finds old files and answers the phone, and each job competes with the others. As an illustration: if registering a new patient takes three minutes (time your own) and 20 new patients come in an evening session, that is an hour in which every call competes with someone standing at the counter (our arithmetic: 20 × 3 = 60 minutes).

Nobody has published how many calls Indian clinics miss. Staffed booking teams miss plenty: NHS Lothian in Scotland, with a team on its outpatient booking lines, saw callers give up on 30.1% of 4,46,012 calls in a year (UK data). And people do book by phone: in a US national survey, 56.4% of adults said phone calls were their main way of booking a medical appointment (US data; we found no Indian survey).

Evenings and Sundays go quiet

Families decide after work. If the clinic phone is switched off after the evening session, or rings unanswered at home, the parent who wanted tomorrow’s first slot calls the next clinic on the list. We found no published Indian data on when patients call clinics; a week of your own call log will show your pattern.

What an AI receptionist can take on

An AI receptionist is software that answers your clinic’s phone and talks with callers in their own words, with no menu and no “press 1”. For a small clinic, the useful jobs are these:

It can also take several calls at once, and answer at 10 pm and on Sundays.

It needs one thing from you: a diary it can see. If your bookings live in a paper register, the receptionist and the AI have to share one digital diary, or you will double-book.

What it can’t take on, and shouldn’t

• Medical advice. It must never diagnose, suggest a medicine or a dose, or read out a result, however hard the caller pushes.
• Anything you haven’t approved. If it doesn’t know a fee or a timing, the honest reply is “मैं पता करके बताती हूँ” (I’ll find out and let you know), followed by a call-back. A receptionist that guesses is worse than none.
• The person at your counter. It can’t register the walk-in, take the fee or comfort a crying child.
• Emergency care. Most clinics have no emergency department, so its emergency instruction must point to 108, 112 or the nearest emergency, never to “come in this evening”.
• Callers who want a person. It should put them through to you or your receptionist during the hours you choose, or put them on the call-back list.
• Patients who were never going to call. It stops you losing callers; it doesn’t bring new ones. For that, see how to get more patients within the NMC rules.

Every rule in our guide to what an AI receptionist must never do, written for hospitals, applies to clinics too.

How it works with your clinic’s number

Patients should keep calling the number they know: the one on your board, your prescriptions and Google. The AI receptionist sits behind it through call forwarding, which you set up with your phone or your telephone provider for different situations:

• When the line is busy, so a second caller reaches the AI instead of an engaged tone.
• When nobody answers within a few rings, which covers your sessions.
• When the phone is switched off or out of reach.
• All calls, for example after the evening session and on Sundays.

Start with unanswered and after-hours calls, and add more once you trust it. Test each case by ringing your own number from another phone. Never give patients a separate number for the AI.

If the clinic’s number is your personal mobile, forwarding unanswered calls protects your consultations without changing anything patients see, though family calls you miss will reach it too. You may also want to move patients to a separate clinic number over a few months: print it on new prescriptions, change it on Google, and keep the personal number for family and colleagues.

Then decide who gets calls put through, during which hours, and who works the call-back list. In a clinic without a receptionist, that list is yours: check it before each session and at the end of the day.

Consent, recording and patient data

India’s Digital Personal Data Protection Act, 2023 covers personal data handled in digital form (section 3), so it covers an AI receptionist’s calls whatever the size of your clinic. Your clinic is the data fiduciary: it decides why and how patients’ data is used (section 2(i)). The AI company is a data processor working on your behalf (section 2(k)). The core duties, including notice, consent, security and breach reporting, apply from 13 May 2027, and failing to keep reasonable security safeguards can cost up to ₹250 crore.

In practice:

• A booking needs no separate form. A caller who gives her name and number to book has given them for that purpose (section 7(a)). WhatsApp messages need their own clear yes.
• Say if you record, or don’t record. If calls are recorded, announce it before recording starts; our guide to call recording explains the law.
• Ask about the text of each call: how long it is kept, where it is hosted, who at the vendor can read it, and whether that access is logged.
• Put it in the contract: the vendor deletes your data when you say so, and tells you quickly about any breach.
• Be honest that it’s an AI. It should say so whenever a caller asks, and never claim to be a person. Your greeting can say so from the first sentence.

A checklist before you choose one

1. Count your missed calls for a week first, so you can tell afterwards whether it helped.
2. Call it yourself in the Hindi or Hinglish your patients speak: as an elderly caller, as a parent booking for a child, and on a noisy line.
3. Ask it a fee you haven’t given it. Does it make one up, or offer a call-back?
4. Ask what medicine to give a child with fever. It should decline politely and offer a time.
5. Mention chest pain halfway through a booking. Does it stop and tell you to call 108 or 112?
6. Ask for the doctor. Does the call reach the person you chose, and if nobody picks up, does the caller land on the call-back list?
7. Check it works on your existing number, in each forwarding situation.
8. See where its bookings land: in the same diary your receptionist uses?
9. Ask whether calls are recorded, how long the text is kept, where it is hosted and who can see it.
10. Ask for the total cost of a year at your call volume, and what happens to your data if you stop.

Where DrMate fits

DrMate’s AI receptionist answers your clinic’s own number, forwarded to it, day and night, Sundays and holidays included, in everyday Hindi and Hinglish. It books into your doctor’s genuinely free times and reads the booking back, answers only from facts you have approved, and puts every question it can’t answer on your call-back list with the reason. Its bookings land in DrMate’s front desk, the same diary your receptionist uses for walk-ins. Every caller sentence is checked for warning signs first: in an emergency she tells the caller what to do now (108, 112 or the nearest emergency), alerts your team in red and never books a routine slot. It is a safety net, not clinical triage. With hand-over switched on, she rings up to two numbers you choose during the hours you set, and if nobody picks up, the caller goes on the call-back list.

She understands a caller who speaks only English but answers in Hinglish, so if many of your patients need another language, tell us first. No call audio is recorded, the text of each call is deleted after 30 days, and DrMate is hosted in Microsoft Azure, Central India (safety and privacy). Setting up takes about a week, and your team tries it on a test number before any patient calls (how it starts). We price each clinic from its own call numbers and the modules it picks.

You can hear it on our demo line, 080 6553 5931, where it answers as Sunrise Hospital, a sample hospital we made up. Ask it what medicine to take, and see what it does.