06 Feb 2026

feedDrupal.org aggregator

ComputerMinds.co.uk: Drupal Pivot EU

In mid-January 2026 a group of business leaders in the Drupal space came together to discuss strengths, weaknesses, opportunities, and more for Drupal in the coming months and years at the Drupal Pivot event in Gent, Belgium.

We gathered at a simply amazing venue: Winter Circus that welcomed us in and had all the right spaces for the conference; I must applaud the sound isolation of the meeting rooms, as soon as the doors were closed you simply couldn't hear the outside at all, it was amazing!

The conference itself had an unconference structure and so we defined the topics that we wanted to talk about and collaboratively designed the agenda. This took a lot of time and I was a bit annoyed that we were spending so much time planning and not actually talking about the problems and solutions, but on reflection I think that this was actually a great way to feel out the general 'state of the room' and get everyone sort of on the same page for the discussions to come.

Well done to Kristof Van Tomme for wrangling us all and encouraging us to share, it took a little while, but we got the hang of it.

Day 1: sessions

AI Hype vs. Reality

I actually proposed this session, as I often hear about all the amazing things you can do with AI, but I've not come across many people actually using AI in production.

In the session we had plenty of valid, real-world use cases, they were:

  • Free text search terms => facets
    • Turning unstructured queries into selections for a standard faceted search.
  • Pattern recognition (abuse / moderation)
    • Flagging forum posts that need human review.
  • Chatbots
    • Adding a chatbot mainly because clients expect "AI".
  • PDF => structured HTML
    • Taking huge amounts of PDFs and converting them to HTML, as a starting point for human review and final tweaks.
  • Alt text generation for images
    • Reported as genuinely better and more consistent than humans. And better than not having it.
  • AI-assisted coding
    • Mentioned, but with caveats: can be great, sometimes not.
  • Hallucinations
    • Not really a use-case, but this was recognised as an ongoing problem that still needs mitigation.
  • Translation
    • Especially for regulatory "tick-box" requirements.
    • "Better than nothing", minimal effort, compliance-focused.
  • Safeguarding pattern recognition
    • Identifying potential safeguarding issues (e.g. on an au pair platform) and flagging for further human review

Business models - What's working and what's not

Again this was a session that I had proposed, because I was curious coming into the event to know what business models were strained, and which were broken and which still had legs. I wanted to hear from the actual people on the ground, rather than simply general thoughts and musings 'from a friend' etc.

The general mood that I gleaned was that for small agencies, there's some cautious optimism that they'll either weather the storm or that they'll be small and nimble enough to survive. Larger agencies however seemed much more worried and were struggling to make their business model work.

The business models that seem to be working are:

  • Long-term maintenance contracts
  • Smaller, repeatable projects
  • Productised offerings
  • Diverse streams of revenue

Whereas the takeaway for me was that if you're a large agency that relies on selling large, bespoke projects where you come in and do a bunch of work on a time and materials basis, then the market for such projects simply isn't there any more.

Another observation was that many agencies specialise in one vertical or type of work only, or only have one revenue stream. In fact, this was pushed as a strategy going forward, find your niche and really push into it! However, it sort of seems that some agencies have maybe rather backed themselves into a corner doing that.

ComputerMinds has a decent diversity of business models, we don't chase the incredibly high margins of a product model, but we do have a product. We have a stream of large (for us) projects that come in and provide decent bumps in revenue, and we also have a good number of very long-standing relationships with our clients, lots going back almost 20 years. This is a firm foundation for ComputerMinds to weather out any storm.

Drupal for small agencies

We spent a long time doing introductions! Which was nice to get to know people, but did mean that the session itself didn't discuss all that much I felt.

Anyway we discussed what counts as a 'small' project and why you might want to do that in Drupal, or not. Theming was brought up a major pain point with Drupal, since there aren't off-the-shelf themes that can be plugged in easily, though it was noted that Dripyard themes look like a promising way to resolve that in the Drupal space.

Another interesting idea that came up during this session was that European companies should get a tiny foothold in the US, with simple client facing roles, and get work with US Government agencies and then do the actual development work in Europe.

Drupal Inside

(Not actually a trademark yet!)

In this session it was proposed that the community define and enforce a standard of what having 'Drupal Inside' means. This is a higher bar than simply being based on Drupal, so would include things like using responsible AI tools, having regulatory compliance, being built by Drupal Certified Partners and maybe other things.

One key point that took the room, and me, a long time to realise was that this wasn't talking about the end websites being marked up as 'Drupal Inside' but instead, the products that those are built on. So if you have an intranet distribution for example, you'd market that as 'Drupal Inside' and then people making purchasing decisions can look for solutions that carry the 'Drupal Inside' mark. So a company that has ended up with a Drupal website that they like might look for a 'Drupal Inside' CRM, DXP, DAM, etc.

The name probably needs some work, because Intel probably own a trademark or something :)

End of Day 1: Portuguese tart

I grabbed a quick evening meal of a posh kebab + extras from Barouche Vooruit in Gent and oh my word was it spectacularly tasty! The kebab itself was super tasty and had just the right amount of spice for me, but the meal came with a simply superb Portuguese tart that I'm still thinking about over a week later.

Simply one of the tastiest things I've ever eaten.

Well done Gent, I will have to return soon if only to have another.

Day 2

We did a bit more planning for the day again, unconference style, and ran over again, oops.

AI in Drupal

I spent almost all of the morning in a session about AI and Drupal, like most things AI it gobbled up the next session that was booked in the same room, but it was super interesting.

It was super interesting to get lots of informed views of how AI fits into Drupal, and how it's all changing all the time. It seems like Drupal is well placed to be controlled/configured by AI, but maybe isn't the right place to be host to all the AI. As in, have AI agents take business requirements and turn that into YAML config files for Drupal to consume and use, but don't run that AI agent within the Drupal site itself. This makes a lot of sense, and I guess this could make Drupal simply another tool an AI Agent could reach out to use to approach a particular problem.

There was much discussion about the business models of the future and value based pricing etc. and in truth no one really knows how this stuff is going to pan out.

We touched on mental health of people using AI, and we noted that the development cycles with AI can be so rewarding and so fast, that it can actually be very addictive. If you're just taking a few steps into agentic AI coding, make sure you plan in breaks and try not to go too fast, or maybe a bit like going on a long hike: tell a friend where you're going and when to expect you back, so they can go looking for you if you get lost.

We also discussed the leadership of AI in the Drupal space, and how actually, there's plenty of room for leaders. The AI initiative is doing its thing, but there's plenty of scope for people to do other things too, just crack on and blaze a trail, there's plenty of room.

One interesting area that was brought up was that if (or maybe when) AI changes how businesses fundamentally function that's going to take a lot of time and effort to make that transition, and as the tech industry goes through that we're well placed to learn all the tricks, make some of the mistakes, and then become the business consultants of the future and tell other industries how to use AI best.

Wrap-up

We then had a final session wrapping up giving our takeaways from the conference and thanking everyone involved etc. It really was a great conference and my summary here doesn't really do it any justice at all. I will definitely be attending future Drupal Pivot conferences.

My action

We were encouraged to commit to a specific action off the back of the conference, and I think as a lead engineer rather than a pure business owner I'm going to try to push into the AI and Drupal stuff and try to blog/vlog more about it and thus provide a bit more leadership around using agentic AI to get Drupal sites built and maintained.

06 Feb 2026 10:37am GMT

Drupal blog: AI in Drupal CMS 2.0: Practical tools you can use from day one

 "Promotional image for AI tools in Drupal CMS. Features include Admin Chatbot, AI Dashboard, Media Organization, Alt-Text Generation. The background is a blue gradient with text in white and yellow fonts. Logo and website link included."

Drupal CMS 2.0 marks an important step forward in how AI is integrated into Drupal. This release does not treat AI as a bolt-on. AI is central to the tool. It focuses on practical capabilities that help marketers and site builders work faster, stay consistent, and reduce repetitive effort.

If you are evaluating Drupal CMS 2.0, here is an overview of the AI features that ship with this release and how they are intended to be used.

Built-in AI providers, ready out of the box

Drupal CMS 2.0 includes built-in support for AI providers without requiring complex setup just to get started. Out of the box, the CMS supports the amazee.ai Private AI Provider, OpenAI and Anthropic as AI providers through a curated recipe. amazee provides you with free tokens without having to sign up for an account. You'll need your own account set up to use OpenAI and Anthropic.

This means you can explore AI functionality immediately, without first hunting through the project browser or wiring everything together yourself. For teams that want to experiment, evaluate, or prototype, this significantly lowers the barrier to entry.

A smarter admin chatbot for site building

One of the most visible AI features in Drupal CMS 2.0 is the admin chatbot, now styled to align with the broader Canvas AI experience.

This chatbot is designed to assist with common site-building tasks, including:

  • Creating content types
  • Defining taxonomy terms
  • Adding fields to existing entity types

Rather than replacing existing workflows, the chatbot acts as a guide and accelerator. It helps site builders move from intent to configuration more quickly, especially for repetitive or boilerplate tasks.

The best part, you don't have to build it yourself. It is available, right out of the box.

AI-assisted image alt text generation

Accessibility remains a core value of Drupal, and AI is being used here in a pragmatic way.

Drupal CMS 2.0 includes the ability to generate alternative text for images utilizing AI. When enabled, this functionality applies to image fields across your site, and helps teams improve baseline accessibility while still allowing human review and refinement.

This is not positioned as a replacement for thoughtful content decisions. It is a way to reduce friction and improve consistency, especially on content-heavy sites.

Media organisation and discovery improvements

Media libraries often grow faster than teams expect. This is overwhelming and leads to decision freezing for what asset should be used in what context. AI can help bring order to that complexity.

Drupal CMS 2.0 introduces improvements that allow AI to assist with categorising media and making it easier to find and reuse assets. Recipes and supporting tools already demonstrate how AI can help identify relevant images and make them available during content creation.

This work lays the foundation for more intelligent media workflows that support marketers and increase the speed that they are able to work.

The AI Dashboard: visibility and discoverability

As AI capabilities expand, discoverability matters.

The AI Dashboard provides a central place to understand what AI features are available in your Drupal CMS installation. It helps users:

  • See which AI providers are configured
  • Discover available AI extensions and recipes
  • Access documentation for installed AI features in one place

For teams new to AI in Drupal, this dashboard makes it much easier to understand what is possible and what to explore next.

We built this together as a community

The AI features in Drupal CMS 2.0 are the result of close collaboration across the Drupal community. Multiple organisations have contributed code, design, strategy, and implementation support to make this release possible.

Contributing organisations include:

This breadth of collaboration reflects a shared goal: making AI useful, responsible, and accessible for real-world Drupal users.

AI that supports people

What stands out in Drupal CMS 2.0 is not just that AI is included, but its full integration into the product.

The focus is on supporting marketers and site builders in their existing workflows, reducing friction, and making common tasks easier. AI is treated as an assistant, not a replacement, and as a capability that grows alongside human expertise.

Learn more about Drupal CMS and explore these features for yourself by visiting the Drupal CMS section on Drupal.org.

 "Promotional image for AI tools in Drupal CMS. Features include Admin Chatbot, AI Dashboard, Media Organization, Alt-Text Generation. The background is a blue gradient with text in white and yellow fonts. Logo and website link included."

Download and get started

Try it now: drupal.org/drupal-cms/trial

Download: drupal.org/download

Learn more: drupal.org/drupal-cms


Twenty-five years in. Still building.

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06 Feb 2026 3:24am GMT

05 Feb 2026

feedDrupal.org aggregator

UI Suite Initiative website: UI Suite Monthly #33 - Ushering in the Era of AI-Powered Design Systems

Overall SummaryOur February 2026 UI Suite monthly meeting marked a pivotal moment in Drupal's evolution as a design system CMS. We gathered to celebrate significant milestones across our entire module ecosystem. We released Display Builder beta 1, celebrated UI Patterns 2.0's first birthday, witnessed explosive growth in UI Icons adoption (2.5x increase in terms of installations!), and unveiled our most ambitious initiative yet: integrating AI agents into our design system workflow. This meeting wasn't just about progress reports-it was about reimagining how we build, maintain, and evolve design systems in the age of artificial intelligence.

05 Feb 2026 5:30pm GMT