The prototype looks convincing, but real users expose unclear flows, missing states and fragile behaviour.
AI-built prototype rescue
Turn an AI-built prototype into a product people can trust.
Flat 18 helps founders and teams turn fast-built prototypes into trustworthy production software with clearer UX, stronger foundations and a sensible route to launch.
Product direction, interface design and full-stack delivery from one senior team.
Next useful actionClear and reviewable
01Known weak spots
02Production-ready flow
03Safe next release
When the current product is not enough
You may be here because...
AI-generated code has moved faster than the architecture, permissions, data model or release process around it.
You need to decide what to keep, what to fix and what to rebuild before spending more time on features.
How Flat 18 helps
One route from uncertainty to a product you can move forward.
We work across the product decisions, interface and software delivery that need to join up for the next release to make sense.
01
Inspect what exists
Review the product, code and current workflow to separate useful foundations from risky shortcuts.
02
Harden the product
Clarify the main journey, close the important gaps and strengthen the foundations needed for real use.
03
Prepare the next release
Leave you with tested changes, practical documentation and a route the team can keep moving along.
Selected work
Product work built around real complexity.
These are not templates. Each project starts with the people, decisions and constraints that make the product difficult to get right.
Workflow software
Social Publisher
Turned scattered publishing checks into a structured product with validation, scheduling and clearer operational states.
Actionable analytics
SignalMap
Shaped privacy-limited browser signals into a product that gives teams a clearer next action.
Product recovery
PulseOps
Found a clearer product direction between shallow network views and heavy enterprise suites.
Before a bigger build
Not sure what to fix first?
Have us review your prototype or early product. We’ll identify the three changes most worth making next.
Before we start
Useful questions, answered plainly.
If the work sounds familiar, send the current product or idea. We’ll help you find the next sensible move.
Can you work with an AI-generated codebase?
Yes. We can review what exists, identify the risky shortcuts and improve the product without assuming that everything needs to be thrown away.
Do we need to rebuild the prototype?
Not always. We first look at the user journey, code, data and deployment path, then recommend what to retain, repair or replace.
What should we share first?
A product or prototype link, the intended users, what currently works and the next release you need to make credible.
A practical next step
Tell us what needs to move.
Share the goal, the deadline and the part of the product that is hardest to untangle. We’ll reply with the best next route.
Tell us what you want to build
Share the goal, deadline and current state. We’ll reply with the best route and next step.