Components 1:1
Drop in the actual components your product ships, every variant and every state intact. Never a redrawn look-alike that quietly drifts from the real thing.
Mode is the AI design canvas for shaping product UI directly in your codebase.
Modeinspect is optimized for larger screens.
Mode turns your product’s codebase into editable canvas frames. Refine real UI with visual controls, experiment with AI then share or hand off for review.
Design on a real canvas, sitting on top of the real product: your components, your styles, live data, every state and every screen. All the freedom of a design tool, with none of the throwaway mockups.
Drop in the actual components your product ships, every variant and every state intact. Never a redrawn look-alike that quietly drifts from the real thing.
Every color, space, and text style comes straight from your library, so everything you place is automatically on-brand. Nothing off-system can sneak in.
Lay out mobile, tablet, and desktop side by side and watch each one reflow live, never one frozen frame you just hope survives on a phone.
Spot something in the real product you want to rework? Pull it straight onto the canvas (pixel-exact and fully live) and start from where things actually are.
Hover, focus, error, empty, loading, success: shape each one on the real component, so your design never falls apart the moment someone actually uses it.
Use the latest AI models to explore variants, restyle a section, adjust copy, or apply a design direction while you stay in control.
Every move you make on the canvas becomes the real product as you make it: no redlines, no spec docs, no waiting on a rebuild. What you design is what ships.
Design on top of live data and real journeys (long names, empty states, the messy edge cases) so your work holds up in the wild, not just in a tidy mockup.
Mode reads your file layout, components, tokens, conventions, and existing logic, then writes within them. PRs land scoped, type-safe, and ready for engineering review.
See the developer experienceEngineering reviews focused changes, not rewritten surface area or noisy AI churn.
01import { cn } from "@/lib/utils"0203// scoped change, nothing else touched04<div className={cn("rounded-lg border", "bg-card p-6")} />
One story from a team that merged design and engineering in the same loop.
saved on delivery cycle
Engineering handoffs
Removed

“My designers explore on our actual codebase, with real data, and open the PR themselves. We go from idea to a merged PR without a handoff in between - that's a superpower, not a workflow.”

“Modeinspect integrates seamlessly with our codebase and design system, which is exactly what we have been looking for in AI design tools. It enables iteration on top of an already complex product.”

“Modeinspect is the first AI tool that respects our design system 1:1. It allows us to create production-like prototypes, which makes our whole team faster.”

“The biggest value add was being able to make changes in real time, using our design system, and immediately pushing the changes to code for senior devs to review and merge.”
From the first sketch to the merged PR, every step inside your real codebase, at production fidelity.
Teams using Mode see a 4.5× improvement in design-to-ship speed because the work starts in the real product, not in a handoff chain.
Design hands off down a chain, then waits for it to come back.
Design on the live product and ship it in a single pass.
No.
Mode lets designers work on the product without setting up a local dev machine. Connect the codebase, open the product, and start designing from real routes, states, components, and tokens.
The point is to get designers into the product surface without the setup maze.
Figma can still be useful for blank-page exploration and early concepts.
Mode is for the moment when design needs to touch the real product: existing screens, components, states, data, breakpoints, and flows.
Over time, the goal is simple. Designers should not need a separate static file for most product work. They should be able to design on the product surface itself and move the change toward a real PR.
Figma is where product designers have lived for years. Mode keeps the familiar feel of a canvas, then connects it to the product itself.
Both.
Mode lets designers share a live version of the change. It is not a static mockup or a clickable fake, but the actual interface running with the new design.
When the direction is ready, Mode can push the change toward product through PR functionality. The same work can start as a design exploration, become a live preview anyone can open, and move into the codebase as a real product change.
Yes.
Mode is built around the system your product already uses: components, tokens, states, breakpoints, data, and code.
You are not redrawing the product from scratch or approximating your UI in a detached file. You are designing with the material the product is made from.
That is exactly where Mode is strongest.
Open the product state you care about and bring that moment onto the canvas. That includes authenticated screens, checkout flows, empty states, error states, loading states, responsive breakpoints, and awkward edge cases.
Real product work happens in messy states. Mode is built for those states.
No.
App builders start from a prompt or a blank canvas. Mode starts from your product.
Your codebase, design system, components, routes, and live interface are already in the loop. The goal is not to generate a throwaway app. The goal is to change the product you actually ship.
Mode moves code closer to design, and everyone benefits.
Designers work directly on the product surface. Engineers get clearer intent, better context, and work that already understands the components, states, and codebase.
Instead of translating static frames into product decisions, the team works from something much closer to the thing that will actually ship.
Yes.
Design QA and polish are some of the clearest places to start.
If something is off in the product, Mode lets designers make the change and open a PR instead of leaving another comment, screenshot, or handoff note. That includes spacing, layout, responsive behavior, copy, visual hierarchy, states, motion, and edge cases.
It turns design QA from “someone should fix this” into “here is the product change.”
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