We built an AI-enhanced design system pipeline that self-governs and scales

by
Andrew Branch
 on 
September 4, 2025

And if you believe that, I have a bridge to sell you.

Seriously though. Is an AI-assisted design pipeline that scales, that is compliant with your design system, which has built-in collaboration mechanisms, and which takes you all the way to frontend code possible in 2025? Technically it  is. But this is beyond generative, zero-one work. There are some big challenges. And to realize them, you may not realize what you’ll have to give up.

And you’ll know exactly what I mean when the velocity you gained with idea generation is lost in refinement. When AI exacerbates design system drift. When you trade the collaboration and feedback mechanisms you had in Figma for the enslavement to an ever-current and always polished prototype process, with URLs passed around without any built-in feedback loop. When, instead of reused, organisms get lost in forked code-bases built for developer collaboration and not for design teams. When all you want is to be able to put it all back into Figma so you can refine it without screaming through an AI prompt for the twelfth time to move the thing five pixels to the left. When you’ve experienced all of these pains and more, only then will you be ready for this session.

At Rev, we’ve been finding solutions to some of the biggest challenges mature design teams face when they start designing with prompts. In this session Andrew will share what’s been working at Rev and what we’re looking forward to.

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