I spent years building and maintaining design systems for financial companies. Component libraries with strict rules, color tokens documented in detail, typefaces with predefined scales, states for every button and every input. Everything measured, everything justified, everything repeatable.
When AI started generating complete interfaces in seconds the first thing I thought was not how pretty but how chaotic.
AI generates screens but not systems
This is the point many people miss. You can ask any AI to design a login screen for a banking app and it will give you something visually attractive. But that screen will not respect the tokens in your system. It will not use the 8px spacing you defined for your grid. It will not know that your primary button has a border-radius of 12px and not 8px because the brand team decided that two years ago after three rounds of testing.
A design system is institutional memory translated into components. AI has no institutional memory. AI does not know why your company chose those colors or what happened the last time someone skipped the guidelines.
Where AI does strengthen the system
That said there are areas where AI became my best ally in keeping a design system alive. I use it to generate documentation. Documenting a new component used to take me hours because you had to write usage rules, dos and donts, states, variants. Now I pass Claude the technical spec of the component and in minutes I have a first draft of documentation that only needs review and adjustments.
I also use AI to audit consistency. I pass it screenshots of a product and ask it to identify where the design system principles are being violated. It is not perfect but it catches inconsistencies that the human eye sometimes misses after months of looking at the same screens.
And I use it to explore system extensions. When I need to create a new component I ask AI to generate ten variations respecting the existing tokens. Most are disposable but there are always one or two that inspire me to think differently.
The systems designer will be more valuable not less
With AI generating screens at absurd speeds what will matter more than ever is who defines the rules those screens must follow. Who builds the system that gives coherence to everything that comes out of the machine.
That is exactly what a systems designer does. And in the age of AI that role does not disappear. It becomes the most important one on the team.
Someone has to be the guardian of coherence. And that someone is not going to be an AI.