TL;DR

Healthwatch Rotherham says patients are struggling with EMMA, an AI phone receptionist used by GP surgeries to triage callers, because it cannot reliably follow broad Yorkshire accents or speech affected by an impediment. Some patients have given up on the phone and walked in to the surgery instead. The vendor says EMMA handles many dialects and hands off to a human on request.

Where the system breaks

Surgeries adopted the nationwide system to cut phone queues, and on that measure the watchdog accepts it works — calls do get routed faster. The problem is who gets left outside that gain.

Healthwatch visited community groups chosen deliberately: people likely to be digitally excluded, along with elderly and veterans’ groups, partly to make clear that opting out is possible. Manager Kym Gleeson said accents across South Yorkshire “vary quite a lot” and that “there are different twangs”, which the system does not always parse. The result is frustration rather than triage.

Gleeson also made a point that survey figures tend to miss: the people most likely to be phoning are ill, and navigating an automated system while feeling vulnerable is a different experience from testing one while well. Some, she said, ended up attending in person because the telephone had stopped being a comfortable route in.

The vendor’s numbers

QuantumLoopAI said EMMA makes no clinical decisions, was trained across a wide span of accents and dialects, supports 17 languages besides English, and transfers to reception staff whenever it cannot deal with a request. Nobody, it said, is obliged to keep talking to it. Across practices and patients nationally, the company reports response as “overwhelmingly positive”, with upwards of 90% describing an improvement.

Both things can be true. A system that satisfies nine callers in ten while failing a tenth is a success by aggregate measure and a barrier to the group least able to route around it.

Looking forward

South Yorkshire’s integrated care board said it knows practices locally are running AI reception systems but could not say how many — adoption is a decision for each practice within its contract. Anthony Fitzgerald, its primary care lead, said guidance for practices is being drafted with Healthwatch. The findings go to Healthwatch England, which reports upward to DHSC, the relevant Whitehall department. It arrives a day after news that AI will answer 101 calls before a police handler picks up: two public services, the same bet on voice triage, and the same untested assumption that everyone speaks in a way the model recognises.