When the AI writes the UI: keeping a company on-brand at the speed of code generation
AI assistants now write a large share of front-end code. Left alone they converge on the same generic interface, ignore the tokens and reinvent components that already ship. A field report from the ZEISS design system: turning the system from a library teams import into context that AI tools obey, and measuring compliance in the output instead of trusting the prompt.
- A design system is now an input to code generation, not only a dependency
- Compliance is measured in the output, not assumed from the prompt
- AI amplifies whatever teams already do with the system