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.
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.
Engineering 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.
Idea → merged PR, down from ~45
Engineering handoffs
Design QA

“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.
Real data, dynamic states, breakpoints, and interactions. Stop pitching with mockups. Pitch with the thing.
Compare canvas to live build pixel-by-pixel. Spot drift, fix it, keep moving. No round-trips through Figma.
Push minor visual changes or new components as merge-ready PRs, with context, screenshots, and a clean diff.
Before Mode: 45+ days from mockup to rework. With Mode: around 10 days from capture to reviewed PR.
Teams using Mode have moved from 45+ day design-to-ship cycles to around 10 days because the work starts in the real product, not in a handoff chain.
Mockup → spec → ticket → build → QA → rework → ...
Capture → design live → share → PR review
4.5× faster path from idea to reviewed PR
Bring a product screen onto the canvas, shape it with AI and native controls, share the live prototype, and open a merge-ready PR.
Production-grade output · No credit card required