Drupal AI Initiative: Drupal AI after the DriesNote Rotterdam: what you can use today and what comes next

What this means for you: this is a prototype, not a release. For module maintainers, it points to a future where one description makes a module usable by AI assistants.

The next step is the Rosetta Sprint: a four-day sprint with key maintainers to describe Drupal’s capabilities once, in a form that AI agents, other systems and humans can all read. The goal is to make Drupal’s data and capabilities easier to expose to AI agents, orchestration tools, frontends and more. The date and location are still to be announced.
Aidan Foster also used the demo site in the presentation “Encoding Expertise: How UX Research Powers Human-First AI” to show how AI guidelines can help review a site’s content.
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Dries showed AI-assisted development for Drupal Canvas. Given a prompt such as “Build a content template for my articles,” the AI assistant checks its work against Canvas Workbench, ESLint and the Canvas CLI. The result is a set of simple template files, pushed to the site with the Canvas CLI.
Dries Buytaert



This post zooms in on the AI pillar. For the full keynote, including digital sovereignty, multilingual, headless and the new Drupal Advocacy Program, read the official recap: DriesNote Rotterdam: Drupal is Light-Years Ahead of Its Reputation. To watch the six demos from the keynote, see Proof, not promises. Watch the six demos from the DriesNote Rotterdam.
Kristen Pol used the Drupal AI Demo to record the demo clips for her session “Context Control Center: Bringing AI Context to Drupal CMS.” Curious how Drupal gives AI the right context? Take a look.


A strong start for the Drupal AI Initiative

Five parts of the demo were highlighted during the talk:

Try it now: “Drupal AI Demo: Northmoor University”

Image: Drupal Association (DriesNote, DrupalCon Rotterdam 2026)
What this means for you: front-end developers can let an AI assistant write the first draft while Canvas’ own tooling validates the result.
Did you know?

  • Find weak content and fix it. Drupal AI scans the site’s programs, courses, people, news, events and policies, checks them for accuracy, tone and inclusive language, and flags weak items.
  • Fix it without the expert. Editors fix the flagged content themselves instead of waiting for a specialist.
  • Grounded answers, every source cited. Visitors can ask the site questions. Drupal AI answers from the site’s own content and cites its sources. If the answer isn’t there, it marks the question as outside the site’s scope and uses the content to point to the right person to contact. It is not allowed to invent an answer.
  • Drafts, not surprises. Editors can connect their own AI assistant. Asked to update every page that mentions a newly promoted professor, the assistant finds 10 pages and drafts the changes, but publishes nothing. Every draft waits for a human to review and publish.
  • Stay accountable. AI guardrails, one source of truth and every interaction logged.

Image: Drupal Association (DriesNote, DrupalCon Rotterdam 2026)
Image: Drupal Association (DriesNote, DrupalCon Rotterdam 2026)
Image: Drupal Association (DriesNote, DrupalCon Rotterdam 2026)

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