The UK Government has announced that new AI technology will be developed to scan NHS systems in England in real-time, helping to flag critical safety issues and trigger crucial inspections before it is too late.

Following a spate of scandals over recent years, especially in areas such as mental health and maternity services, concerns about safety in the NHS have been growing, with the government being forced to open multiple national inquiries into health service failings.

With this AI warning system, the government hopes that any future safety concerns will be caught earlier, stopping failures before they escalate and providing better care to patients.

The plan, part of the health secretary’s pledge to overhaul care regulation and root out poor performance, will see the AI system rapidly analyse healthcare data to find emerging safety issues. 

When fully implemented, it could analyse hospital databases to identify patterns of abuse, serious injuries, deaths, or other incidents that can slip through the net, cause harm and stop hospitals from running safely.

Where concerns are raised, the Care Quality Commission will deploy specialist inspection teams as soon as possible to investigate and take swift action. 

Work on rolling out the system is already underway. A new Maternity Outcomes Signal System will launch across NHS trusts from November, using near real-time data to flag higher than expected rates of stillbirth, neonatal death and brain injury, work which follows the government’s recent launch of a national maternity investigation to address systemic problems dating back over 15 years.

“The NHS in England will be the first country in the world to trial an AI-enabled warning system to flag patient safety issues, which will rapidly analyse routine hospital data and reports submitted by healthcare staff from community settings,” said Professor Meghana Pandit, co-national medical director, Secondary Care.

“The move will turbo-charge the speed and efficiency with which we identify patient safety concerns and enable us to respond rapidly to improve patient care.”

The initiative will be built on the NHS Federated Data Platform, allowing healthcare staff to securely access the information they need in one place, with the government hoping the scheme will also result in less paperwork and manual inspections for staff, meaning more time caring for patients.

The government hopes that the adoption of more emerging technologies like AI can help to turn around the UK’s beleaguered health service, with the forthcoming 10-Year Health Plan set to emphasise the need for more digital transformation to improve patient outcomes as well as efficiencies.

Recommended reading

• Work Under Way for Scotland’s First ‘Fully Digital Hospital’
• How Much Did UK HealthTechs Raise Last Year?
• Health Tech Leads UK VC Investment in 2025 Q1

Announcing the new AI early warning system, the government said that the upcoming Health Plan will ‘usher in a new era of transparency, a rigorous focus on high-quality care for all, and a renewed focus on patient and staff voice’, rebuilding public trust in the healthcare system among those caused ‘unnecessary suffering’.

“While most treatments in the NHS are safe, even a single lapse that puts a patient at risk is one too many. Behind every safety breach is a person – a life altered, a family devastated, sometimes by heart-breaking loss,” said  Wes Streeting, health secretary.

“By embracing AI and introducing world-first early warning systems, we’ll spot dangerous signs sooner and launch rapid inspections before harm occurs.

“This technology will save lives – catching unsafe care before it becomes a tragedy. It’s a vital part of our commitment to move the NHS from analogue to digital, delivering better, safer care for everyone.”