Hereford Medical Group
High call volumes placing sustained pressure on reception staff and limiting patient access.
AI voice assistant automating 100+ daily calls and intelligently routing patients to the correct team.
100+ calls automated per day, reducing pressure on reception teams and improving patient access across a 47,000 patient population.
Hereford Medical Group serves over 47,000 patients, generating consistently high inbound call volumes, particularly during peak morning periods. Reception teams were handling hundreds of calls daily, many of which related to routine administrative requests such as appointment bookings, prescription enquiries, opening hours, and general queries.
This concentration of repetitive call types created sustained operational strain. Patients frequently experienced long queue times, increasing the risk of abandoned calls and delayed access to care. At the same time, reception staff were required to manually triage every request, limiting their ability to focus on more complex or clinically sensitive interactions.
The practice required a scalable solution that could improve patient access, reduce call congestion, and relieve frontline staff pressure without compromising safety, clarity, or compliance within a UK primary care environment.
"We didn’t expect such a big drop in wait times from a relatively small uptake."
, Hereford Medical Group implemented an AI-powered voice assistant designed specifically for primary care call handling. The system engages patients in natural language, identifies intent in real time, and either resolves the request directly or routes the caller to the appropriate team with relevant context captured upfront.
The voice assistant now automates over 100 calls per day, handling high-frequency administrative requests such as appointment enquiries, prescription queries, and general information. By managing these routine interactions autonomously, the system significantly reduces inbound queue pressure and frees reception staff to focus on higher-value tasks.
For more complex or clinically sensitive requests, the assistant gathers structured information before transferring the call, improving routing accuracy and reducing unnecessary handoffs.
The result is improved patient access across a 47,000-patient population, faster routing, and a measurable reduction in staff strain.
"We didn’t expect such a big drop in wait times from a relatively small uptake."
patients
calls/day automated
faster call routing
reduction in abandonment rate
Hereford Medical Group implemented an AI-powered voice assistant designed specifically for primary care call handling. The system engages patients in natural language, identifies intent in real time, and either resolves the request directly or routes the caller to the appropriate team with relevant context captured upfront.
The voice assistant now automates over 100 calls per day, handling high-frequency administrative requests such as appointment enquiries, prescription queries, and general information. By managing these routine interactions autonomously, the system significantly reduces inbound queue pressure and frees reception staff to focus on higher-value tasks.
For more complex or clinically sensitive requests, the assistant gathers structured information before transferring the call, improving routing accuracy and reducing unnecessary handoffs.
The result is improved patient access across a 47,000-patient population, faster routing, and a measurable reduction in staff strain.
