AI MVP CleanupNEW

Keep the speed. Add the structure.

AI and vibe-coding get you a demo fast. Turning that into a product people trust is a different job. We clean up AI-built MVPs, the messy UX, the inconsistent UI, the gaps that only show up off the happy path, without throwing away your momentum.

Keep the speed. Add the structure.

AI builds fast. MVPs still need structure.

The demo looks great. Then a real user shows up.

The happy path is all there is

No error states, empty states, or edge cases. Reality breaks it.

The UX gets confusing fast

Unclear flows, dead ends, and screens that do not quite connect.

The UI is five systems at once

Inconsistent components and patterns stitched together.

It only works in the demo

The moment someone goes off-script, it falls over.

No one owns the code

Hard to extend, hard to trust, hard to hand to a real team.

What you get

From rough demo to real product.

A product audit

What is solid, what is risky, and what to fix first, in plain language.

Cleaned-up UX

Real flows, real states, and the edge cases the demo skipped.

One UI system

Consistent components and patterns instead of a patchwork.

Investor and user ready

Something you can demo and ship without holding your breath.

A clear handover

Notes and structure your team, or ours, can keep building on.

Frequently asked questions

Common questions about how Anyday works, what is included, and how to get started. If you do not find your answer here, reach out and we will get back to you quickly. hello@anyday.design.

Taking an AI-built or vibe-coded product that works in the demo and turning it into something real users can trust, with proper flows, states and a consistent UI.

Ready to ship design that helps your product win?

Book a call and see if you qualify for a slot this quarter.