28.10.2026

In an AI World, Presence Still Matters

Over the last few years, I’ve found myself having more and more conversations about artificial intelligence. With clinicians. With operational leaders. With administrators. With digital teams.

Whether it’s generative AI, automation, predictive analytics or broader digital transformation, there is a genuine sense that we are entering a period of significant change. The opportunities are exciting. Across the NHS, organisations are exploring how technology can improve productivity, support decision-making and, most importantly, deliver better experiences and outcomes for patients.

At Keystream, we’re having those conversations too.

Every week, we see the potential technology has to support healthcare organisations. We see opportunities to reduce administrative burden, improve access to information, streamline pathways and release valuable time back to frontline teams. There’s no doubt that AI will play an increasingly important role in helping the NHS meet the growing demands placed upon it.

But recently, after spending significant time alongside frontline teams as part of transformation programmes across a range of NHS organisations, I’ve found myself reflecting on something that technology can’t replicate.

The Value of Simply Being There

Healthcare is often discussed through the lens of waiting times, operational performance, financial pressures and productivity. Whilst all of those things matter, they only tell part of the story.

Because healthcare isn’t ultimately about systems, processes or technology.

It’s about people.

  • The patient waiting anxiously for a diagnosis.
  • The parent trying to navigate services for their child.
  • The nurse balancing competing priorities during a busy shift.
  • The administrator doing everything possible to ensure a patient gets the right appointment at the right time.

Technology can support all of those interactions. It can make them safer, faster and more efficient. But understanding them still requires human presence.

As consultants, we’re often brought in to help organisations solve complex challenges. We analyse data, review performance, facilitate workshops and develop recommendations. All of those things are important. Yet when I think back on the projects that have had the greatest impact, I rarely remember the dashboards, reports or presentations.

What I remember are the people…

I remember listening to staff explain why a process that looked logical on paper created challenges in reality. I remember watching teams work around system limitations to ensure patients still received the care they needed. I remember seeing countless small acts of collaboration that happen every day to keep services running.

Those moments rarely appear in formal documentation. They don’t feature in performance reports, and they certainly can’t always be identified through data alone.

Yet that is often where the most valuable insight exists.

Understanding the Reality Behind the Data

One of the things I value most about working at Keystream is our belief that meaningful improvement starts with understanding people. Whilst data often helps us identify where to look, it’s spending time with teams that helps us understand what’s really happening.

I’ve lost count of the number of times we’ve entered an organisation with a hypothesis based on the data, only for that view to evolve after speaking to the people closest to the challenge. Not because the data was wrong, but because it lacked context.

  • Data is incredibly good at telling us what is happening.
  • People help us understand why.
  • Patients help us understand what it feels like.
  • If we want to improve healthcare, we need all three perspectives.

Many of the challenges facing the NHS are deeply human. Whether it’s patient access, workforce pressures, pathway variation or delayed care, technology may help address these issues, but understanding them still requires conversations with the people living them every day.

That’s why some of the most valuable moments in transformation programmes happen away from meeting rooms and project plans. They happen during walkarounds, in clinical areas, and in conversations where somebody simply says:

“That’s not how it really works.”

And suddenly everything becomes clearer.

As Technology Advances, Human Connection Becomes More Important

I have no doubt that artificial intelligence will transform healthcare. It will help organisations process information more efficiently, identify trends more quickly and automate tasks that add little value. Every minute released through better technology is time that can potentially be reinvested into patient care.

But there is a danger in assuming that more information automatically creates more understanding.

In reality, understanding still requires curiosity, empathy and conversation. It requires us to spend time with the people delivering and receiving care.

Because the goal isn’t simply to implement AI or become more digitally mature. The goal is better care, better patient experiences and better outcomes.

The Human Side of Transformation

For me, that’s one of the most rewarding aspects of the work we do at Keystream. Not producing the final report but earning the insight that sits behind it. The conversations that change your understanding of a problem. The operational walkthroughs that reveal what the data couldn’t. The moments where staff and patients share experiences that reshape the direction of the work entirely.

Those experiences are a reminder that healthcare has always been, and will always be, a people business.

Technology will continue to evolve. AI will continue to advance. The pace of change will only accelerate. But I suspect one thing will remain constant… The best solutions will still be built on a genuine understanding of the people they are designed to serve.

And that’s why, even in an AI world, presence still matters.

Latest insights

In an AI World, Presence Still Matters

Over the last few years, I’ve found myself having more and more conversations about artificial intelligence. With clinicians. With operational leaders. With administrators. With digital teams. Whether it’s generative AI, automation, predictive analytics or broader digital transformation, there is a genuine sense that we are entering a period of significant change. The opportunities are exciting….

What Cameron Diaz and Jude Law can Teach us about AI Transformation

“You are, seriously, the most depressing girl I’ve ever met.” I admit, not the most obvious place to start a blog about AI transformation, but stay with me. In one of my favourite rom coms, The Holiday, Cameron Diaz’s character Amanda is trying to work out what happens next in her relationship with Graham, played…

If a picture is worth a thousand words, a prototype is worth a thousand meetings

Until recently, building something interactive enough to have a conversation and drive decisions could take days or weeks. You might need a designer, a developer, or enough budget to make the exercise worthwhile. A rough prototype can now be produced in hours, sometimes minutes. Which means the threshold for saying “instead of discussing it, shall…

Keystream Group and Keystream Consulting have been successfully awarded places on the Crown Commercial Service G-Cloud 15 Framework.

We’re delighted to announce that both Keystream Group and Keystream Consulting have been successfully awarded places on the Crown Commercial Service G-Cloud 15 Framework. The awards provide public sector organisations with an established procurement route to access Keystream’s specialist digital and technology support capabilities through Keystream Group, alongside a growing range of digital transformation and…

Keystream awarded a place on ESPO’s Strategic HR & Recruitment Services framework

Keystream has been awarded a place on the ESPO 3S_26 Strategic HR & Recruitment Services framework, providing public sector organisations with another compliant route to access our specialist recruitment expertise. Through the framework, organisations can work with Keystream to access digital, data, technology and commercial professionals across permanent, interim and contract recruitment. This will support…

I’m taking a break 

If you’re anything like me, having a break is…hard. The succession of problem-solving tasks is what I like about my day-to-day work, but I’d be lying if I didn’t occasionally come back from a break with five more things to sort and think: “what was I working on gain?”  “When you get interrupted in a task, take 20 seconds to…

Digital Transformation Is Building the Bridge. Who Is Helping People Cross It?

A few years ago, I tried to teach my mum how to use a smartphone. What I thought would take a few minutes turned into weeks of explaining, reassuring, and troubleshooting. Every new feature seemed intimidating, and every mistake reinforced a fear that she might “break” something. At the time, I thought I was teaching…

Marginal Gains Could Save Lives: What the NHS Learned from Formula 1

Across the NHS, hospitals are facing increasing pressure not only from rising patient demand, but from the growing complexity of delivering safe, efficient care within constrained operational environments. Theatre capacity, staffing shortages and delayed patient flow are all placing systems under strain, where even small inefficiencies can have significant consequences.  Minutes lost during patient handovers,…

AI in Higher Education: What’s Actually Changing?

There has been a noticeable rise in conversations around AI roles across Higher Education over the past year. Universities are increasingly hiring for AI specialists, data leaders, automation experts, and digital transformation professionals. But despite the recent attention, AI itself is not new to the sector. In reality, many of the technologies and skillsets now…

Saving Pennies Now Could Cost You Pounds Later: Why Data Should Drive Decision Making

Across the UK and internationally, ambulance, police and fire services are facing increasing pressures not only from rising demand, but from a quieter and more structural issue: vehicle availability. With c.8-10% of public sector fleets off the road at any given time, a growing proportion are ageing beyond their optimal operational life, leading to more…