AI-built app review & launch

You built the first version with AI. Now find out what it needs to be real.

AI-assisted and vibe-coded tools can move an idea forward quickly, but a prototype may still need architecture, security, reliability, integrations, testing, and launch work. Monument reviews what you have and recommends the most practical next step: repair it, rebuild key parts, or retire it before more time goes into the wrong foundation.

What we can help with

Built around the work that matters.

Prototype and codebase review

Assess the app structure, data handling, dependencies, ownership, and maintainability—not just whether the demo currently works.

Production-readiness fixes

Address practical gaps in security, authentication, error handling, testing, performance, integrations, and release configuration where the project is viable.

Clear repair-or-rebuild decision

Explain which problems are reasonable to fix and when a smaller rebuild or different approach will create a safer, more useful result.

Launch support

Prepare a viable web or mobile app for deployment, handoff, and practical ongoing care after the review and improvement work.

How we work

Clear steps, useful momentum.

01

Inspect what exists

We review the prototype, code, services, access, and the real business goal behind the app.

02

Make the decision visible

We identify the viable repair path, the rebuild-level risks, and any reasons the prototype should not move forward as-is.

03

Fix and launch where viable

We scope and implement the selected improvements without claiming that every AI-generated project can or should be rescued.

Ready when you are

Let's make the next step clear.

Tell us what you want to improve. We'll respond with a practical way to start.

Start a project