Clinics and practices, updated July 2026

An AI receptionist for clinics and GP practices

Only 49.8% of patients found it easy to get through to their GP by phone in 2023, down from 67.6% in 2021. That is NHS England, citing the GP Patient Survey. An AI receptionist from DILR Voice answers every call on the first ring, books, reschedules and routes, at $0.14 a minute. It does not triage, diagnose or give clinical advice, and it escalates anything urgent to your team immediately.

NHS data, sourcedIt books and routesIt does not triage

The line we will not cross

An AI receptionist books and routes. It does not triage. DILR Voice will take the call, book the appointment, answer an administrative question from your own documents, capture the details and hand over to your team. It will not assess symptoms, decide how urgent a call is, diagnose anything or offer medical advice, and we will not configure it to. Deciding urgency is a clinical act and it belongs to clinicians.

Anything that sounds urgent escalates immediately, with warm transfer and full context, rather than the agent trying to work out how serious it is. If what you need is a system that makes clinical urgency judgments, an AI receptionist is the wrong product and you should not buy one from us or from anyone else.

And to be direct about compliance: DILR Voice does not claim HIPAA. If you need HIPAA on the voice platform, Retell AI and Vapi offer it and we do not. Our HIPAA-aligned work is Dilr Mira, private clinical models that run on your own hardware so patient data never leaves your environment.

The research

Your receptionists are not the problem. The phone line is

NHS England publishes this data itself, citing the GP Patient Survey. Read the two bars together with the number underneath them, because that third figure is the one that reframes the whole conversation.

GP phone access and booking experience, 2021 against 2023

Percent of patients responding positively. GP Patient Survey, published by NHS England.

20212023
GP Patient Survey measure20212023Change
Easy to get through by phone67.6%49.8%17.8 points worse
Good overall experience booking70.6%54.4%16.2 points worse
Found receptionists helpfulNot shown82.2%The staff are not the problem

Source: NHS England, citing the GP Patient Survey 2023, citing the GP Patient Survey 2023. A separate Department of Health and Social Care pulse-check in December 2022 found one in five people did not get through or get a reply at all. The 82.2% figure is why we wrote this page the way we did. Patients rate the receptionists highly and rate the phone line badly, which means the problem is capacity at 8am, not the people answering. An AI receptionist adds lines, it does not replace the person patients already said they liked.

The work

The administrative calls, and only those

Every item here is a call with a correct answer that does not require a clinician. That boundary is the product design, not a limitation we are apologising for.

The 8am rush

Where the 49.8% comes from

What the agent does

Answers every line at once instead of queueing patients behind each other. Concurrency is the entire point: a voice agent does not have a limit of however many receptionists are at a desk at 8:01am.

Why it matters

The phone-access number fell nearly 18 points in two years. That is a capacity failure at a predictable time of day, which is the most fixable kind.

Booking, rescheduling, cancelling

The highest-volume administrative call

What the agent does

Takes the booking, moves it, cancels it, and captures the details, at any hour. Making it easy to cancel is how a slot gets reused instead of a patient quietly not arriving.

Why it matters

Booking experience fell from 70.6% to 54.4% between 2021 and 2023, tracking the phone number almost exactly. These are the same problem.

Questions with a documented answer

Grounded in your own documents

What the agent does

Opening hours, appointment preparation instructions, where to park, what to bring, how repeat prescriptions work at your practice, all answered from your own documents through a RAG knowledge base rather than from a model's general knowledge.

Why it matters

Grounding is what stops an agent improvising. If the answer is not in your documents, the agent should not have one, and it should hand over.

Anything clinical

The hard boundary

What the agent does

Escalates. No symptom assessment, no urgency scoring, no advice, no diagnosis. Warm transfer to your team with context, immediately.

Why it matters

A voice agent guessing at clinical urgency is a patient-safety risk, not an efficiency gain. We would rather lose the sale than ship that.

Hear it handle an 8am rush

Book 30 minutes and we will run a live inbound demo on your actual practice call flow, and show you exactly where it hands over to your team.

What people actually ask

Straight answers, including the Reddit questions

Can an AI receptionist triage patients?
No, and ours will not. DILR Voice books appointments, routes calls, answers administrative questions from your own documents and escalates to your team. It does not assess symptoms, decide clinical urgency, diagnose or give medical advice, and we will not configure it to. Triage is a clinical act, it belongs to clinicians, and a voice agent that guesses at urgency is a patient-safety problem rather than an efficiency gain. If a caller says anything that sounds urgent, the correct behaviour is to escalate immediately, and that is how we set it up.
Is DILR Voice HIPAA compliant for a medical practice?
No. DILR Voice does not claim HIPAA and we will not sign a BAA for it. If you are a US practice handling PHI on calls and you need HIPAA on the voice platform itself, Retell AI and Vapi both offer it, and we have said so plainly on our comparison pages. What DILR does have for healthcare is Dilr Mira, a class of small private clinical models that turn clinical documents into source-grounded, schema-valid JSON on your own hardware, so patient data never leaves your environment. That is where our HIPAA-aligned work lives, not in Voice.
How bad is phone access at GP practices?
It has got measurably worse, and NHS England publishes the numbers. Citing the GP Patient Survey 2023, only 49.8% of patients said it was easy to get through to their practice by phone, down from 67.6% in 2021. Overall experience of booking fell in step, from 70.6% to 54.4%. A separate Department of Health and Social Care pulse-check in December 2022 found one in five people did not get through or get a reply at all. Here is the part that matters most: 82.2% of patients still found receptionists helpful. The people are not the problem. The phone line is.
What does an AI receptionist do for a clinic?
It answers every call on the first ring, including the 8am rush and out of hours, and handles the administrative load: booking, rescheduling and cancelling appointments, answering questions about opening hours, preparation instructions or where to park from your own documents, taking repeat prescription requests into your process, and capturing caller details. It transfers to your team the moment a call needs a person. What it does not do is anything clinical: no symptom assessment, no urgency decisions, no advice.
What do people on Reddit say about AI receptionists in healthcare?
We are not going to tell you, because we cannot verify it. Reddit is not machine-readable for us, so any thread summary or quote we published here would be invented, and inventing patient sentiment about a clinical setting would be worse than useless. We have linked live Reddit searches below so you can read the actual discussion yourself. In the same spirit: the widely quoted NHS statistic that calls are answered in 40 seconds with 2.5% abandoned is about NHS 111, not GP practices, and we have kept it off this page because applying it to general practice would misrepresent what NHS England measured.
How much does an AI receptionist cost for a clinic?
DILR Voice is $0.14 a minute on Growth plus a monthly fee per phone number, starting free with $10 of trial credits and no credit card. A practice handling 1,000 minutes of calls a month is looking at roughly $140 of usage. For comparison, human answering services publish plans that work out between roughly $1.95 and $5.00 per included minute on their own rate cards, and those allowances are the thing that breaks during an 8am rush: you burn the month's minutes in the first week and pay overage at $2.00 to $2.35 a minute for the rest.
Will an AI receptionist reduce patient no-shows?
It can help with the mechanism, and we are going to be careful about claiming more than that. What the agent does is make it easy to reach the practice and change an appointment instead of silently not turning up, and it can run confirmation and reminder calls after the fact through post-call automation. Whether that moves your specific did-not-attend rate depends on your patients and your current reminder process, and we are not going to quote you a percentage: the no-show figures circulating in this category trace to single-practice anecdotes rather than national data, and we would rather measure yours than borrow someone else's.
What happens if a patient calls with an emergency?
It escalates, immediately, and that is the single most important thing on this page. The agent is configured to recognise anything that sounds urgent and hand it straight to your team with warm transfer and full context, rather than attempting to assess it. It does not decide how urgent a call is, because deciding urgency is triage and triage is clinical work. If your practice needs a system that makes clinical urgency judgments, an AI receptionist is the wrong product and you should not buy one from anybody.

We do not reproduce Reddit quotes, because we cannot link you to a thread we have verified. Read the live discussion and judge it yourself:

Answer every call at 8am

Book 30 minutes and we will run a live inbound demo against your real practice calls, with the clinical boundary set up in front of you. Or start free with $10 of credits, no credit card.