From Data Ready to Delivery Ready: What public sector AI adoption needs next

June 9, 2026

In July 2024, the Tony Blair Institute for Global Change brought ministers, former party leaders, senior figures from tech and public service, and even will.i.am, to Westminster for its Future of Britain conference. The message at the conference was clear: if the UK wants to meet rising public expectations and improve public service delivery, it must move faster and more ambitiously on AI and digital transformation.

That argument is hard to dispute, and whilst progress has not been as rapid as some may like, over the last two years, much of the public sector’s digital effort has gone into becoming AI-ready. Even with constrained budgets and uncertain spending settlements, departments have invested heavily in data readiness. Across Whitehall and the wider health system, teams have done the painstaking work of analysing, cleansing and structuring data so that modern platforms and AI-enabled services can be built on top of it.

That groundwork matters. In the NHS and wider health and care system, fragmented, inconsistent or difficult-to-access data is a long-standing issue. However, that data is now far more usable than it was even a few years ago. The groundwork is being worked through, and now that the foundations are materially stronger, we are starting to see material results being delivered.

Which is precisely why the current moment matters. The question in the UK Public Sector is often no longer “ can we use this data?”, it is “ why are we still struggling to turn it into measurable outcomes?”. That is not primarily a data question, but a delivery one.

Readiness isn’t delivery
Having usable data is not the same as creating value from it. The limiting factor is often not the technology itself, but the ability to move from concept to implementation in live operational environments. That means turning promising ideas into services, products and workflows that work in practice, at pace, within the constraints of real public services.

In health and care, that complexity is significant; you are working across organisations with different cultures and risk appetites. You are navigating information-governance frameworks that exist for good reasons but create real friction. And you are delivering in environments where the stakes are high, and the tolerance for getting things wrong is, rightly, low.

Agile can work well here, but it must be Agile that understands the environment, not ignore it. That capability can be harder to find than it should be.

The problem with the default answer
When departments need to move from the planning phase to delivery, the instinct is often to go back to familiar partners: large consultancies and system integrators with established relationships and the ability to mobilise quickly. But there’s growing recognition that this default carries real risk.

Large systems-integrator engagements can still look like the safe option, but they are often expensive, slow to produce meaningful outcomes, and structured in ways that leave capability sitting with the supplier rather than the department. The government has increasingly recognised the downside of that model. The direction of travel from the centre is clear: reduce dependency on dominant suppliers and build delivery capability in more sustainable ways.

That creates a genuine opening for smaller, more Agile delivery partners, particularly those that combine delivery discipline with deep experience of complex public-service environments. The opportunity is there. The challenge for departments is to move beyond familiar names and choose partners based on their ability to deliver outcomes, not just scale.

What good looks like
In practice, that means delivery teams that are small enough to move quickly, senior enough to make good decisions, and embedded enough to work credibly with operational and policy stakeholders. This incorporates short feedback loops, rapid learning, and knowledge transfer as a core outcome rather than an afterthought.

It also means choosing partners with proven delivery experience in the environments that matter, not just generic transformation credentials, but a track record of getting products and services live in NHS and public sector settings, where governance, interoperability and operational risk all must be handled well. That kind of experience shortens the path from ambition to implementation.

The public sector is now beyond the point of preparing in principle. The data foundations are stronger, and the policy interest is there. The real test is whether departments can convert that readiness into outcomes, and whether they choose delivery models and partners with the experience to make that happen quickly, credibly and sustainably.

Readiness was the first chapter. Delivery is what matters now.
Burendo helps public sector teams turn digital ambition into delivery. With experience across UKHSA and the wider NHS, we help move from readiness to implementation – quickly, credibly and with capability built to last. If that’s your challenge, we’d love to talk.