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Russell Lawrie, CEO of Robotics AI, explores how Agentic AI is transforming patient access, easing pressures, and empowering NHS leaders
The NHS is under sustained pressure. Rising demand, workforce shortages, and increasing patient expectations are converging at a critical point. For senior leaders, the challenge is no longer just about maintaining services, but fundamentally rethinking how care is accessed, delivered, and supported. This is where Agentic AI is beginning to move from concept to reality.
At Robotics AI, we are working alongside NHS organisations to deploy practical, scalable AI solutions that deliver immediate value. Through our partnerships with the Welsh Ambulance Services University Trust (WAST) and Clarence Medical Centre, we are seeing firsthand how Agentic AI can transform patient access while significantly reducing administrative burden.
From automation to Agentic AI
Traditional automation has long played a role in healthcare, streamlining repetitive tasks and improving efficiency. But Agentic AI represents a step change.
Rather than simply following predefined rules, Agentic AI systems can understand intent, manage multi-step interactions, and adapt dynamically to patient needs. These artificial intelligence (AI) agents operate more like digital team members than tools, handling conversations, triaging requests, and supporting decision- making processes.
For NHS leaders, this shift is critical. It moves automation from a back-office efficiency play to a frontline enabler of patient experience.
Scaling patient access: Lessons from the front line
One of the most pressing challenges across the NHS is patient access. Long wait times, overwhelmed phone lines, and administrative bottlenecks create friction for both patients and staff.
Through our work with WAST, we have been supporting the deployment of AI-powered virtual agents that help manage patient demand more effectively. These agents can handle high volumes of enquiries simultaneously, guiding patients to the right service, capturing key information, and reducing pressure on call handlers.
The impact is immediate:
Faster response times for patients.
Reduced call volumes for frontline teams.
Improved accuracy in triage and information capture.
At Clarence Medical Centre, the focus has been on primary care access, arguably one of the most strained areas of the NHS. Here, AI agents support patients in booking appointments, navigating services, and resolving common queries without waiting on hold or visiting the practice in person.
This is not about replacing human interaction. It is about ensuring that human time is reserved for the moments that matter most. Interestingly, 40% of patient interactions occur outside normal working hours, meaning AI is now meeting unmet demand.
Reducing administrative burden at scale
Administrative workload remains one of the biggest contributors to burnout across the NHS. Clinicians and support staff are spending a disproportionate amount of time on non-clinical tasks, time that could be redirected towards patient care.
Agentic AI directly addresses this challenge. By automating routine interactions such as appointment booking, prescription queries, and service navigation, AI agents significantly reduce the volume of manual work. More importantly, they do so in a way that integrates seamlessly into existing workflows.
The result is not just efficiency, but capacity creation. For senior leaders, this is a crucial distinction. Efficiency saves time. Capacity enables transformation.
Designing for real-world complexity
One of the key lessons from our deployments is that healthcare environments are inherently complex. Solutions must be flexible, secure, and designed with real-world variability in mind.
Agentic AI systems must:
Integrate with existing NHS systems and processes.
Handle sensitive patient data with robust governance.
Adapt to different patient needs, including digital accessibility challenges.
At Robotics AI, our approach is grounded in collaboration. We work closely with clinical and operational teams to ensure that solutions are not only technically sound but also practically viable.
This co-design approach has been instrumental in both WAST and Clarence Medical Centre, ensuring adoption, trust, and measurable outcomes.
Improving patient experience without increasing pressure
Patient expectations are evolving. People increasingly expect the same level of convenience and responsiveness from healthcare as they experience in other sectors.
Agentic AI enables the NHS to meet these expectations without adding pressure to already stretched teams. Patients can:
Access services 24/7 in a language and channel of their choice.
Receive immediate responses to common queries.
Be guided to the right care pathway more efficiently.
At the same time, staff benefit from reduced interruptions and more manageable workloads.
This dual impact, improving patient experience while supporting staff, is where Agentic AI delivers its greatest value.
Leadership considerations: Moving from pilot to scale
For many NHS organisations, the journey with AI has started with pilots. The challenge now is scaling these solutions in a way that delivers consistent, system-wide benefits.
Based on our experience, there are several key considerations for leaders:
Focus on outcomes, not technology. The goal is not to implement AI. It is to improve access, reduce workload, and enhance care delivery.
Start with high-impact use cases. Patient access and administrative processes are ideal starting points, offering quick wins and clear Return on Investment.
Prioritise integration and interoperability. AI solutions must work within existing ecosystems, not alongside them.
Invest in change management. Adoption is as much about people as it is about technology. Engaging staff early is critical.
Think long term. Agentic AI is not a one-off deployment. It is a capability that will evolve.
Continue the conversation
As part of our commitment to supporting the NHS, we recently hosted a webinar exploring the lessons learned from scaling patient access with AI agents, featuring insights from our work with WAST and Clarence Medical Centre.
Although the live event has now taken place, the recording is available to watch on demand here. For NHS leaders exploring how Agentic AI can improve patient access, reduce administrative pressure, and support frontline teams, the webinar provides practical examples, lessons learned, and a clear view of what successful implementation looks like in practice.
The road ahead
Agentic AI is not a silver bullet, but it is a powerful enabler. The NHS faces complex, systemic challenges that require equally sophisticated solutions. By combining Agentic AI with human expertise, there is a real opportunity to reshape how services are delivered.
Our focus is on making this transformation practical. Not through abstract innovation, but through tangible outcomes, improving access, reducing pressure, and supporting the people who keep the NHS running. To see this action, simply visit and try out the virtual agents powered by Druid on the NHS 111 Wales or Clarence Medical Centre websites.
The work with WAST and Clarence Medical Centre is just the beginning. For NHS leaders, the question is no longer whether to adopt AI, but how to do so in a way that delivers meaningful, lasting impact. And that journey is already underway.