Thoughts from the mind of Ben Welby

Tag: public services

Whatever is nearest. Whatever is open. Whatever replies.

On Thursday 9th July 2026 I sat in the audience for the launch of Mind’s Mental Health in the Age of AI Commission. Here are some thoughts provoked by that evening.

On the face of it, “AI and mental health” sounds like it fits neatly around a panel and a commission. In practice, it spills out of health care into a messy overlap of consumer protection, online safety, public-service design, and the raw capacity of health services. The tidy categories of policy do not hold up particularly well against the lives people actually live.

After the panel I joined a breakout group focused on regulation. The conversation flowed well and we discussed the Online Safety Act and the boundary of responsibility between users and systems; where the MHRA’s role starts and stops; how to restrain actors who have no intention of behaving well, and what to do about those who say the right things while taking unacceptable risks.

And one conclusion seems hard to avoid: AI is already part of our mental health ecosystem, whether or not the tools being used describe themselves that way.

It fills the gaps left by waiting lists. Someone might use it to prepare for a GP appointment. A conversation about employment might be rooted in the ways their mental health is a work-limiting condition. Someone who doesn’t think they’re ill enough to ask for help, is too ashamed to ask, or has asked before and had a bad experience, might well be typing instead.

So arguments about whether people should use AI for mental health are largely academic. The reality has outpaced them: people are using it.

The harder question is what happens when that use takes place through tools and services that do not think of themselves as mental health services at all. Because “AI” isn’t one thing. It ranges from regulated clinical technologies and purpose built tools to general purpose chatbots and AI embedded in services designed for something else. Their risks are not identical, but people move between them far more easily and quickly than regulation does.

Mind’s Commission begins in that blurred reality, asking how AI is changing help-seeking and support pathways, how people can be kept safe, and what it means for inequality in access and experience.

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If less work is the dream, why does it feel like a threat?

About a year ago I wrote about Vibe Coding, Fireworks and the Mortar of Government, back when I was first getting excited by the new art of the possible. Since then I’ve had a lot of fun with these toys, at home and at work, while learning a lot along the way.

That fun left me thinking about what it all might mean for public sector product management and how we organise our work. I’m not going to spend this post re-running the argument that sets out why more members of the multidisciplinary team can now directly shape the product, or getting excitable again about what happens when the distance between intent and something runnable collapses. If you want to read that, you can do that in The Future of (Public Sector) Product Management in a Vibe Coded World.

This post finds its origins somewhere else: in a throwaway comment someone made that, by making those arguments, I seemed to be excited for the most pessimistic future of the labour market.

I’d rather think of it as being optimistic about being pessimistic. And hopefully by the end of this you’ll see what I mean.

Because this is a post that asks what follows if the argument is even half right.

I’m not here to make any kind of prediction that all office jobs will disappear by Christmas. I am not trying to join the queue of people announcing that everything has already changed. 

But I think we should sit with a possibility.

What if AI doesn’t destroy work, but shrinks, thins or rearranges it enough to expose how much our social fabric relies on a particular framing of work in order for it to function?

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Beyond the screens: Can an omnichannel approach make digital public services more human?

The European Commission’s Joint Research Centre (JRC) is currently doing a piece of work to develop an omnichannel framework for public services across the EU. A week ago I joined a workshop alongside people from the OECD, Portugal, Sweden and Denmark.

It’s a topic close to my heart. Beyond my years learning from the best at GDS I was fortunate in shaping the OECD’s Framework for Service Design and Delivery that was developed during this research in Chile, summarised in this Going Digital Toolkit Note and further embedded into the OECD’s Good Practice Principles for Public Service Design and Delivery in the Digital Age. That work laid the groundwork for the OECD Recommendation on Human-Centred Public Administrative Services. I didn’t work directly on the Recommendation itself (it kicked off in earnest after I left) but those earlier pieces helped to shape the foundations it builds on. Bruno shared the definition from the Recommendation.

Omni-channel refers to the approach to managing service delivery channels in an integrated, interoperable way to enable users to access the service they want seamlessly and with consistent quality across channels (such as websites, physical offices, self-service kiosks, video-calls, call centres, etc.), as opposed to a ‘multi-channel’ approach that refers to the ability of the user to access services through different entry points, often operating independently of each other.



OECD Recommendation on Human Centred Public Administrative Services (2024)

Now, through my work with DWP on the jobs and careers service, it’s great to be revisiting those ideas afresh, and in concrete terms. Part of our vision is to design a service that is ‘digital where possible; human when needed’. As an organisation with a national footprint of Jobcentres and a wide range of services that can (and should) be delivered online, we’re asking: how can we bring the best of in-person services into people’s palms and pockets, while at the same time bringing the best of digital into those frontline conversations for both staff and our users?

From tailored CV advice online, to guidance offered face-to-face, to the potential of personalised prompts and nudges through an agentic interface in the future, our aim is to meet people where they are, in the mode that works for them.. And for that, we need to be focused and ambitious in pursuing an omni-channel approach.

All of which is to say: thoughts, I’ve got a few. I wanted to write up the post it notes I stuck on the Miro board – it’s not a formal report, just an open reflection. If you’d been in that call, here’s what you’d have heard me say – but what would you have added (or objected to)?

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Singing of the Goodness of God… and of the State?

At church this weekend we sang the worship song Goodness of God

All my life You have been faithful,
All my life You have been so, so good…
With every breath that I am able, I will sing of the goodness of God

And in the middle of worship I found myself wondering whether anyone could ever sing the same about public institutions.

All my life, the state has been faithful
All my life, public administration has been good to me

It may have surfaced because I’d been able to make some progress with PrayReps this week. Or perhaps because of my day job helping the Department for Work and Pensions to design a new approach to providing jobs and careers support for the country. A life-long companion to help people navigate work, whether they’re seeking their first job, having a mid-career reinvention, or easing into a well-earned retirement.

What would it take for one of our future users to say: “All my life, it’s been good to me. It didn’t fail me. It was there”.

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AI in government: it’s about people, not technology (as always)

It was our first week back for Vineyard English School after the summer break1. Many familiar faces were absent, but one young Eritrean was eager to see us – he’d just received a letter about his asylum claim.

We were back in the hotel today after stopping over the summer (more volunteers would allow for doing this year round). Here's a photo of a letter that had been received by one of the hotel residents. Two native English speakers had to check with one another that we actually understood it.

[image or embed]

— Benjamin Welby (@bm.wel.by) 11 September 2024 at 18:13

The letter was dense, bureaucratic, and impenetrable. It’s a far cry from the aspirations for content design that so many advocate for as a central plank in reimagining the relationship between the state and its users.

He looked to us for an explanation. But even among the fluent English speakers, we had to consult amongst ourselves to ensure we understood it correctly. Hardly surprising, since according to The First Word’s readability test, this letter is on par with reading Nietzsche.

A visual display of book covers arranged by difficulty level, ranging from "Very Easy" (0-20) to "Very Challenging" (61-100). The cover in the middle, labeled "20 - 30," stands out in yellow and features the title "Beyond Good and Evil" by Nietzsche. Other covers represent a range of genres and styles.

The power of AI

I reached for ChatGPT.

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Open data: of illusions and conjuring tricks

This entry is part 3 of 6 in the series Open data: magic from the inside out?

This is part 3 in a series thinking about whether the magic of open data in local government might be found from the inside out. In part 1, I considered the phrase ‘open data’ and pointed to thoughts elsewhere and part 2 suggested we needed to start from inside our organisations. In today’s third part I’m thinking about those who make magic.

Of illusions and conjuring tricks

In the last post I said that thinking about open data needed to start with how it improves what we do within our organisations because then we might understand it, recognise the value people might add to it and therefore properly champion the concept of ‘open data’.

It’s all very well saying that but if the narrative about exposing public data is difficult then an internal conversation which talks about what data could do for us is perhaps going to be thwarted before it gets off the ground anyway.

Part of the issue is that without concrete examples conversations can tend far too often towards the technicalities. The most helpful conversations aren’t comparing SOAP and RESTful APIs or talking about integration, nor will they bring up open standards or this protocol or that data format with the layman. Phil Jewitt recently wrote a couple of blog posts (1, 2) about how those beyond the project team didn’t need to know about SCRUM they just needed to know what was necessary. The most helpful conversations have at their heart somebody enthusiastically committed to sharing the secret of what’s possible.

Arthur C Clarke’s third law of prediction says that

“any sufficiently advanced technology is indistinguishable from magic” Continue reading

Open data: Square One

This entry is part 2 of 6 in the series Open data: magic from the inside out?

In Part 1 of this series, I considered the phrase ‘open data’ and pointed to thoughts elsewhere about whether it’s an unhelpful phrase, how communities are engaged to use it and how the government approach has been judged thus far. Today, I’m wondering about Square One.

Square One

It is great that the focus around ‘open data’ may be shifting away from simply getting us compliant and pushing data out to instead think about how engagement can be structured around its use. It’s also brilliant to see twitter buzzing about Saturday’s National Hack The Government Day which wouldn’t have been possible without the data that is there already.

I have no doubt at all that the public sector as a whole is sitting on a goldmine of information that can help make democracy flow and services perform better. But I think there’s a danger of being excited about the cart to the forgetting of its horses.

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