AI governance defines how the assistant is used in Drupal: selected fields, documented prompts, usage limits, approval roles and tracking of changed content. It turns AI into a controlled editorial tool instead of opaque automation.
Concrete use case: an institution wants to allow AI for summaries and review, but not for direct publication. The framework defines authorised fields, tone guidelines, reviewers and content that must remain outside the scope.
Credible AI workflow:
- The team lists authorised uses: writing, review, translation, SEO or summary.
- Prompts, constraints, languages and Drupal fields are documented.
- Review and approval roles are connected to the existing editorial workflow.
- Decisions are reviewed regularly to correct drift and improve instructions.
For an SME, this governance prevents AI from becoming a scattered tool with no method. For a non-profit, it protects the message and sensitive audiences. For an institution, it makes responsibilities explicit.
The benefits are safer, more explainable AI use cases that fit editorial responsibilities and are easier to audit. The limits remain real: a framework does not replace vigilance, and some sensitive content should remain excluded or require stronger review.
Define AI governance in Drupal or return to the AI & Drupal hub. This framework supports assisted writing, FR/EN translation preparation and Drupal services.