Content Ops7 min read
10 Governance Controls for AI-Assisted Content in Sanity Studio
A practical set of 10 governance controls to keep AI-assisted content in Sanity Studio accurate, on-brand, and compliant—instead of turning into random text generation.
Published April 17, 2026
10 governance controls for AI-assisted content in Sanity Studio
Governance is the difference between helpful AI and a random text generator. In Sanity Studio, you can use structure, roles, and workflows to keep AI assistance safe, consistent, and measurable.
Below are 10 practical governance controls you can implement.
1. Role-based AI permissions
Limit who can trigger AI actions and what they can do.
- Allow only specific roles (e.g. Editors, Strategists) to run AI generation