GP Patient Access and AI Reception Insights | QuantumLoopAI

AI receptionist cost: a GP practice worksheet

Written by Jack Grant | November 15, 2026

The cost of an AI receptionist for a GP practice depends on the service being bought, the usage assumptions and the work that remains with the practice. Ask for a complete, written quote against a defined scope. A headline fee is not enough to compare two arrangements fairly.

Build the comparison around the same practice requirements: operating hours, expected contact patterns, required workflows, support and implementation. Keep unknown amounts visible until the supplier or existing provider has confirmed them.

Make the service boundary explicit

List what the proposed fee includes and what is charged separately. Ask how usage is defined, whether there are allowances or limits and what happens when those limits are reached. If a quote uses a call-based measure, establish which calls count and how repeated contacts or human transfers are treated under that particular offer.

These are neutral buying questions. Different commercial models can suit different needs. A charging label alone does not establish that an offer is cheaper, more predictable or better value.

Build a complete cost worksheet

  • Recurring service: the quoted charge, billing period, included scope and any stated annual changes.
  • Variable usage: the unit charged, assumptions, limits and the treatment of additional usage.
  • Implementation: setup, configuration, training and any work needed from the practice or another supplier.
  • Telephony: included lines or number porting, plus confirmed obligations under the current contract.
  • Support and changes: what support covers and whether later configuration changes create additional charges.
  • Tax and terms: the stated VAT treatment, minimum term, renewal, cancellation and exit arrangements.

For each line, record whether it is included, separately priced, not applicable or awaiting confirmation. Add the source and quote date. This creates a comparison someone else can check without relying on a sales conversation from memory.

Compare scenarios without pretending to forecast

Use your own evidence to describe a typical period and a busier one. Apply each offer’s actual terms to those same assumptions. Keep these as scenarios, not predictions of future demand.

If the practice cannot yet establish reliable usage, ask the supplier to explain what data would make the estimate more useful. Do not fill the gap with an invented average. A range based on explicit assumptions is more informative than a precise-looking total with no basis.

Check what changes when requirements change. A second site, different hours or another workflow may alter the scope even if call volume stays similar. Ask for those boundaries in writing before treating a current quote as the cost of a wider rollout.

Check the billable outcome and the work left behind

Ask the supplier to define a chargeable result in plain language. Does it mean the call was answered, information was collected or the requested administrative task was completed? Then ask what happens when a patient raises more than one request, calls again or needs a person to take over.

For a fictional illustration, suppose 1,000 contacts produce 600 completed, billable calls and 400 handovers to the practice. The invoice may cover 600 calls, while reception still has work from the other 400. That is arithmetic for a buying discussion, not a supplier benchmark, an EMMA result or a forecast. The number of administrative tasks completed also needs its own definition.

Put three things beside each quote: the billable unit, the work left for your team and what happens when an allowance or budget cap is reached. Check whether supplier-provided human handling is included and how practice follow-up is treated. Apply the same assumptions to each offer. This helps you compare the complete arrangement, including work that does not appear on the supplier’s invoice.

Include practice effort without claiming cash savings

Staff may need to prepare content, review requests, handle exceptions and manage the service. Record those activities separately from supplier charges. They affect the practical value of the arrangement, even when they do not create a new invoice.

Likewise, capacity released is not automatically a reduction in expenditure. A decision can still be worthwhile because it improves how staff use their time, but the benefit should be described honestly and checked after implementation.

The QuantumLoopAI service boundary

The ported reception line and associated telephony and forwarded-call costs are included within the agreed QuantumLoopAI reception service. Your practice has one point of contact for the incoming EMMA call service. Separately check any obligations under your existing provider’s contract; do not assume those obligations disappear. The EMMA FAQs explain the current service scope.

EMMA operates during surgery hours as an AI receptionist for NHS GP surgeries. It does not provide medical advice or clinical triage. Compare the required administrative workflow alongside the buyer’s guide, rather than judging the decision on price alone.

Ask for a scoped conversation

Request an EMMA demonstration to discuss the work your practice wants supported and the information needed for a tailored quote. This worksheet does not require you to share confidential commercial terms publicly.