We built AI that can't go 'off-brand'

We built AI that's constrained to your component library - so it can't go off-brand

Something we kept seeing across every enterprise team we work with: AI design tools generate fast, then the cleanup takes longer than building from scratch.

The pattern is always the same. The AI generates a beautiful dashboard. Everyone's impressed. Then someone looks closely. Wrong button variant. Spacing doesn't match the system. The card uses a shadow you deprecated months ago. The loading state doesn't exist. A developer receives it and rebuilds everything using the real components anyway.

The generation was fast. The aftermath was expensive.

This happens because every AI design tool generates to its own conventions. Figma's AI generates vectors. Lovable and Bolt generate their own code. Claude Design reads your codebase and approximates the visual patterns. None of them connect to your actual component library.

Forge takes a different approach. Your React component library syncs from Git into UXPin. Forge can only generate with components that exist in your library - real props, real variants, real states. It can't hallucinate a component your system doesn't have.

After generation, you switch to professional design tools on the same canvas. Spacing adjustments, prop tweaks, layout changes — all with real tools, no AI credits burned. The refinement step that costs tokens in other tools is just... design tools.

The export is production-ready JSX referencing your actual imports. Developers recognise it because it's the same code they write.

If you don't have a custom library yet, Forge works out of the box with MUI, shadcn/ui, Ant Design, and Bootstrap.

We've been building toward this for over a year.

Today we're live on Product Hunt:

https://www.producthunt.com/products/uxpin/launches/uxpin-forge

Would love your feedback - especially if you've been burned by AI tools that ignore your design system. That's exactly the gap we built this for.