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AI Production Audit

A FIXED-FEE REVIEW OF YOUR AI-BUILT APP — ARCHITECTURE, SECURITY, AND PRODUCTION READINESS — WITH A WRITTEN ROADMAP AND EFFORT ESTIMATES

Production-readiness audit

Your AI-built app works in a demo. Now what?

You built something with Lovable, Replit, Bolt or v0. It proved the idea. Then real users and real data arrived and things started breaking in ways nobody can explain.

Our engineers read your code, run your app, and tell you exactly what it takes to get it to production — in writing, with estimates. You keep the report whether or not you hire us for the work.

An engineer reviewing code across two laptops and a monitor
Fixed fee, fixed scope
$4,000one payment, nothing hourly
  • Delivered in 5–10 business days
  • Architecture, security, production readiness
  • Written roadmap with effort estimates
  • Yours to use with anyone, including without us

On the call we’ll say whether an audit is the right next step. Sometimes it isn’t, and we’ll tell you that instead of selling you one.

When you need it

Book it if any of this is true

You don’t need all five — any one of these is a reason to book.

01

It slows to a crawl as the data grows

02

You’re about to let real customers and payments in

03

Every small change breaks something unrelated

04

Someone is asking what it costs to make this real

05

Nobody in-house can judge whether the code is any good

What you get

A written assessment and a plan

Engineers read the actual code and run the actual app — no questionnaire, no automated scan pasted into a template.

All of it included in the $4,000

Architecture review

How it’s built, how the data is modelled, and which part gives out first as users and records multiply.

Security & code findings

Authentication, who can read whose data, where credentials live, technical debt — each finding with its location and a severity.

Production readiness

Tests, error handling, monitoring, backups. When it fails at 2am, does anyone find out and can you recover?

The roadmap

All of it in priority order with effort estimates: what to fix before launch, what can wait, what to leave alone. The part you’ll actually use.

How it runs

A free call, then read-only access to the repository and about an hour with whoever knows the app best. Five to ten business days later you get the report, plus a call to walk through it — bring your developer, it’s written for them too.

What we usually find

None of it is visible in the app

On screen the insecure version looks exactly like the correct one. That’s why these survive the demo.

Amazon and Walmart audited us on the same ground
Access checked on the screen, not the endpoint — change the id in the URL and you’re reading another customer’s data
API keys sitting in the front-end bundle, where anyone can read them and use your accounts
Database queries built from user input instead of bound parameters
No tests and silent failures, which is why every fix breaks something else
Tied to the platform that generated it, so you’re renting your own product
Afterwards

No obligation either way

Your developer can take the roadmap and work through it — that’s what it’s written for. If you’d rather we did it, the roadmap becomes the scope and we quote a firm price for getting to production. And if the honest answer is that this version has served its purpose, better to know that for $4,000 than after another six months of building.

We don’t recommend a rewrite by reflex. Plenty of AI-built apps are worth repairing, and when yours is, the report says so. Every recommendation keeps you on standard stacks in your own accounts — no swapping one lock-in for another, including with us.

Before you book

Yes, for a normal application. Size affects how long it takes, not the price. If your system is too big for that to be honest, we’ll say so on the call rather than quietly stretch the scope.

No. The report is yours to use with any developer. That’s deliberate — an audit is only worth reading if you trust it wasn’t written to sell you the next project.

Read-only access to the repository, a look at how it’s deployed, and about an hour with whoever knows the app best. We’ll sign an NDA first if you’d prefer.

Yes — inherited codebases, an app from an agency that has gone quiet, a system nobody has looked at in years. Same reviews, same fee. AI-built apps are just the most common case right now.

Our own senior engineers, from a team of twenty-six building production systems since 2013 — 200+ projects, and an Amazon developer audit we passed ourselves. Not a scanner with our logo on the cover.

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Jacob Rottenberg

CEO & FOUNDER
Jacob Rottenberg - CEO & Founder

Start Your Project

Tell us about your workflow and what needs to change. We’ll review your request and email you to discuss scope and next steps.

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