By GP Triage
When a practice frees up four GP sessions a week without hiring a single extra clinician, you tend to notice. That’s exactly what’s happened at Langton Medical Group and it’s a glimpse of where primary care access is heading.
Before we get into the numbers, a quick word on who we are, for anyone meeting GP Triage for the first time.
Who we are and what we do
GP Triage is a UK autonomous AI triage and booking platform, built specifically for primary care. Think of it as a digital front door for the practice: patients access it through the practice website complete a dynamic, AI-led triage and are either booked straight into the right appointment or signposted to the right service without a clinician or receptionist manually reviewing each request first.
The distinction that matters is this. Most online tools digitise demand: the patient fills in a form, and a GP or admin team still has to read it, triage it and decide what happens next. GP Triage automates that step. The system asks focused clinical questions that adapt to each patient’s answers, the way a clinician takes a history, assesses urgency, and books directly into the EHR.
A few things worth knowing:
- The triage module (Infermedica) is a Class 2B medical device – the highest accreditation tier for triage software.
- To date it has handled over 27 million triages with zero recorded clinical safety incidents, and shows approximately 97% concordance with GP decision-making.
- It supports both adult and paediatric presentations, and integrates with the major UK primary care clinical systems.
Now, the story that shows what that looks like in a real practice.
A growing list and an admin bottleneck at the front door
Langton Medical Group is a three site practice based in Lichfield, serving a growing population of around 14,000 patients. It went live on GP Triage in October 2025. Five months on, the impact on clinical capacity is significant – and still growing.
Running general practice across three sites, with a patient list that keeps climbing, puts real pressure on the front door. Every incoming request has to be read, understood and actioned, and under a manual model, much of that lands on clinicians. GP time that should be spent with patients gets absorbed into reviewing and triaging request forms before the working day has properly begun.
The results, five months in
- 30 hours of GP-led triage removed every week, the equivalent of four full GP sessions.
- Over £3,000 saved a week. Adding up to around £163,000 in annualised savings. Patient access improved without expanding the team. With the administrative bottleneck removed, the practice is managing rising demand far more effectively. Appointment availability has improved and the operational strain on clinical staff has eased.
Watch: Martin Weston and the team at Langton Medical Group on what changed after going live:
In the practice’s own words
“We’re saving 2–3 hours a day, which works out around 4 GP sessions a week.”
— Martin Weston, Admin Manager, Langton Medical Group
The takeaway
Langton didn’t grow its team to meet growing demand. It changed what happens at the front door – moving triage, risk stratification and booking out of the clinician’s inbox and into a system that does it instantly and consistently, day and night.
At a time when the GP contract, rising same-day demand and the NHS 10-Year Plan are all pushing practices to deliver faster access with the workforce they already have, manual triage is becoming the bottleneck. Autonomous triage is how practices like Langton are getting ahead of it.
Want to see what autonomous triage could return to your practice? Book a demo here.
GP Triage – Remove Manual Triage Forever. www.gptriage.com
