ImliStack Start a project

AI-Built App Rescue

From AI-built prototype to production software

Built a prototype with Lovable, Bolt, Cursor or another AI tool? We review it, fix what is unsafe, keep what works and turn it into software you can put in front of paying customers.

Discuss your project See entry engagements

Can an AI-generated or vibe-coded app be made production-ready?

Often, yes. Most AI-built prototypes have a usable interface and data model but weak security, missing error handling, no tests and fragile deployment. ImliStack starts with a code and security review, then decides module by module whether to harden, refactor or rebuild — so you keep the momentum without shipping the risks.

Is this for you

Where we usually help

If any of these sound familiar, a short call is the fastest way to find out whether we are the right fit.

  • Your prototype works in demos but breaks with real users
  • You are unsure whether keys, data or permissions are exposed
  • Every new feature generated by AI breaks two old ones
  • Investors or customers expect production quality, fast

What we deliver

AI-Built App Rescue capabilities

01

Code and security review

Find exposed secrets, open database rules, missing auth checks and fragile code.

02

Cleanup and refactor

Consistent structure, typed APIs and removal of dead or duplicated code.

03

Real auth and payments

Proper roles, server-side checks and webhook-verified payments.

04

Tests and CI

Smoke and API tests so changes stop breaking existing features.

05

Production deployment

Environments, secrets management, backups and monitoring.

06

Handover

Documentation so your team — or your AI tools — can keep building safely.

How we work

A delivery approach you can follow

Written plans, visible progress and decisions recorded as we go — so nothing depends on memory.

  1. Review

    Code, security and architecture assessment in days.

  2. Decide

    Harden, refactor or rebuild — module by module.

  3. Fix and test

    Close risks first, then add tests and structure.

  4. Ship

    Deploy to production with monitoring in place.

Technology

Tools we use for ai-built app rescue

We choose tools for your constraints, not our habits. See the full technology overview.

  • Next.js
  • React
  • Node.js
  • Supabase / PostgreSQL
  • Firebase
  • Stripe
  • Playwright
  • Cloudflare
  • AWS

Proof, not promises

Our Technical Architecture & Codebase Audit is the fixed-scope starting point for every rescue.

See the audit engagement

FAQ

AI-Built App Rescue: common questions

Which AI builders do you work with?

We work with code exported from tools such as Lovable, Bolt, v0, Replit and Cursor, typically React or Next.js front ends with Supabase, Firebase or Node.js back ends.

Do you always rebuild?

No. We keep what is sound and fix what is risky. A rebuild is recommended only for parts that cannot be made safe or maintainable at reasonable cost.

Can we keep using AI tools afterwards?

Yes. We leave structure, tests and guidelines that make AI-assisted development safer for your team.

Related services

All services

MVP Development

Launch a focused first version, then learn from real users

Next step

Have a product to build or a system to fix?

Tell us what you are working on. You will get a considered reply from an engineer — with questions, a suggested approach or an honest “we are not the right fit”.

Start a project Book a discovery call