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Design system governance for teams building with AI

Design system governance is the set of rules, owners and review gates that decides what enters a design system, how it changes and who approves it. For teams building with AI, it also has to cover agent contributors: what an agent may generate, what it must reuse and who signs off before its output ships. Aero designs that governance and installs it in your repository, where people and agents both follow it.

Who it is for

Design system leads, design managers and heads of engineering whose teams now generate UI with AI tools, and who are seeing near-duplicate components, off-brand screens or review queues that cannot keep up.

Why AI changed the governance problem

Governance used to be about pace: how fast a few designers and engineers could agree on changes. AI changed the volume. When agents can generate a component in seconds, the system gains ten near-duplicates a week unless something stops them. Rules written in a slide deck do not stop an agent. Rules written into the repository, and checked before merge, do. The longer argument is in [Your design system is now a governance problem](/blog-posts/design-system-governance).

What governance covers now

  • Contribution rules for people and for agents, with different permissions for each
  • Anti-patterns written per component, in a form agents read
  • Review gates that run before merge: off-system token checks, accessibility checks and visual comparison
  • A decision log, so the reason behind each rule survives staff changes
  • Ownership: a named person for every part of the system
  • Deprecation and versioning, so agents stop using what you retired

Governance agents actually follow

The test of governance is whether it changes what ships. Aero writes rules in two forms at once: plain language for your team, and structured metadata and checks for agents. Both come from the same source, so they cannot drift apart. A rule that only lives in a document is a hope. A rule that fails a build is governance.

When the rules are the whole deliverable

Some teams already have a capable design system and need only the control layer around it.

How an engagement works

  • Assess how the system changes today, and where drift is already visible in the codebase
  • Write the contribution model for people and agents, and agree owners
  • Install the checks and the decision log in your repository
  • Run the first month of reviews with your team, then hand over

Related projects

Further reading

FAQ

Common questions

What is design system governance?

Design system governance is the set of rules, owners and review steps that decide what enters a design system, how it changes and who approves the change. It covers contribution, review, versioning, deprecation and the decision record behind each choice. Without it, a component library grows by accident, and every team, and now every agent, ends up with its own version of the same button.

How do you govern AI-generated components?

Treat agents as contributors with narrower permissions than people. Write down what an agent may generate, what it must reuse and the anti-patterns it must never produce, in a machine-readable form the agent reads. Enforce them with checks that run before merge, such as linting for off-system tokens and visual comparison, and require a named person to approve anything new entering the system.

Does design system governance slow teams down?

Badly designed governance does, usually because every change waits on a meeting. Good governance speeds teams up by deciding most questions in advance: reuse is automatic, common additions follow a documented path, and only genuinely new patterns reach a human reviewer. When the rules are enforced by checks in the repository, most contributions never need a conversation at all.

Who owns governance after an Aero engagement ends?

Your team does. Aero installs the rules, checks and decision log inside your repository and trains the people who will own them, so the governance keeps working without Aero in the room. The goal is a system your team runs and improves, not a document that describes one. Some teams keep Aero on a light retainer to review contested changes.

Show us where your system is drifting

Book a 15-minute call. We will tell you which one governance rule would stop the most drift in your codebase.