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.
UXPin Merge
Hello PH!
What makes Forge different is not just that it generates UI. Most AI tools stop at visual approximation, but Forge understands how your UI is supposed to be built.
Forge goes further by grounding everything in your design system:
It knows your component APIs including props, variants, and states
It respects your design guidelines and patterns
It operates within your governance model, not outside of it
So what you generate is not just close enough. It is structurally aligned with how your team actually builds products and outputs production-ready code that references your real components.
One thing I’m personally excited about is the workflow shift.
You are not stuck in AI mode or design mode. With Forge, you can:
Generate a layout with AI
Jump into manual design to refine details
Go back to AI to expand or iterate
Repeat as needed
That loop is where it starts to feel real. Not a one-shot generation, but an actual design process.
It also opens up some interesting use cases:
Generate layouts from a URL or screenshot
Turn rough ideas like wireframes or hand-drawn sketches into high-fidelity UI
Rapidly explore variations while staying inside your system constraints
And because everything is tied to real components, you can also:
Override tokens, create themes or tweak the design language
Experiment without breaking system consistency
Instead of AI fighting your system, it works with it and produces code you can actually ship!
Let us know if you have any questions and what you think and feel free to reach out for a demo.
Jack
@uxpinjack some great example use cases for anyone keen to test it out!
Is there a free trial? How long do we get to test it?
@ethel_aranjuez there sure is. We have a free trial of 14 days which can be extended by a further 7 days by booking a demo with our team.
I’ve tried a bunch of AI UI tools and most of them break when you try to use them for real
@teri_morgan2 That's because most of them generate to their own conventions. The output looks great in the demo. Then you try to use it with your actual components and it falls apart.
We took the opposite approach wehn building Forge - it starts from your components. The AI is constrained to what exists in your synced library, so the output works from the first generation, not after hours of fixing.
Curious what broke for you specifically? Happy to show how Forge handles the same scenario.
BlogBowl
Congrats on the launch team, out of curiosity, how is your tool better than Claude Design?
UXPin Merge
@danshipit Thanks Daniil! Great question.
From what we've seen, it's great for quick drafts, but there are gaps when it comes to real workflows.
The biggest one is design systems. It approximates them rather than using actual components, which leads to drift in fonts, spacing, and colors. Also, every edit costs credits - even small tweaks like moving an element.
Forge works directly with your components, so what you generate stays consistent. And you can edit manually without burning tokens on trivial changes.
BlogBowl
@nat_lasica Yeah, that makes sense!
@nat_lasica @danshipit you also wont burn your monthly allocation of tokens just trying to import a design system with UXPin 😉😂
UXPin Merge
Really glad we finally got this out into the world!
@robert_hilscher and you were a huge driver behind this release. Great work Rob, you should be extremely proud!
@robert_hilscher great job, man, you da best!
UXPin Merge
@robert_hilscher huge part in making this happen. Great work and I'm looking forward to future releases!
Claude Design also creates a design system and much of the description. How is your product different / better?
Finally something that doesn’t just generate random UI
@jolina_teniedo That's the whole point! AI should be constrained to your system, not freestyling. Glad it landed, let us know how you get on with it.