AI-built MVP to production
You moved fast and put a working product in front of people. That was the right call. But AI tools build what you ask for, not what you forgot to ask for: database rules, secret keys, permission checks, backups. We find what is missing, fix it, and get your MVP ready for real users and real money.
01In detail
What we usually find in AI-built apps
A database anyone can read
Supabase or Firebase tables with row-level security switched off, so anyone holding the public key can read every user’s data.
Secret keys in the browser
Stripe, OpenAI or database keys shipped in front-end code, where anyone can copy them from the page source.
Checks on the screen, not the server
The button is hidden from normal users, but the API behind it still says yes to anyone who calls it directly.
No limits on anything
Sign-up, login and AI endpoints with no rate limiting, so one script can brute-force accounts or run up your bill overnight.
Fine for ten users, not a thousand
Queries without indexes, no caching, everything in one function. Smooth in the demo, slow the week you launch.
No safety net
No staging, no backups that have been restored, no error monitoring. The first sign of trouble is a customer’s email.
60-second self-check
Is your app ready for real users?
Six questions. Each one is a problem we find again and again in apps built with AI tools.
Answer six quick questions.
Be honest; nobody sees this but you.
02Process
How it runs
We keep what works. Most AI-built MVPs do not need a rewrite; they need the parts nobody asked the AI for.
Launch-readiness audit
Days, not weeks
We read the code, scan the live app and run our five security checks. You get a short report: what is dangerous today, what will break at scale, and what can wait.
Fix the dangerous parts
First
Database access rules, leaked keys rotated and moved server-side, permission checks on every endpoint, rate limits. Your users are protected before anything else changes.
Make it production-grade
Fixed scope
Staging and production environments, automated backups, monitoring, a deployment pipeline, and the refactors that turn the codebase into something a team can work on.
Scale and hand over
One-off or ongoing
Load testing, caching and infrastructure as code on AWS, Google Cloud, Azure or DigitalOcean, with documentation so your next hire can take over. Or we stay on.
03Deliverables
What you get
- A launch-readiness report, ranked by risk
- Leaked keys rotated and secrets moved out of the front end
- Database access rules and server-side permission checks
- Results of all six security checks, with a re-test
- Staging, backups, monitoring and a deployment pipeline
- A codebase your future team can actually work on
Tools we reach for
- Lovable
- Bolt
- Cursor
- Replit
- v0
- Supabase
- Firebase
- Next.js
- Node.js
- Stripe
Security checks
Six security checks before every launch.
Before anything goes live, we test it the way an attacker would, then write down what we found and how we fixed it. The same six checks run on every project, from a one-page website to a government portal.
- 01
Scan for known weaknesses
We check your code, the libraries it uses and the server for weaknesses attackers already know how to exploit.
OWASP Top 10 · CVE database
- 02
Try to break in
Our engineers attack it the way a real attacker would: logins, permissions, file uploads, pages that should be hidden.
OWASP ASVS
- 03
Check every public link
Every public page and address is crawled for files, folders and test pages that should never have been online.
OWASP Top 10
- 04
Look for malware
The code, the server and anything users can upload are checked for malware and hidden backdoors.
Before every launch
- 05
Try to trick the AI
For AI agents, we try to make them leak data, ignore their instructions or use access they should not have.
OWASP Top 10 for LLM Applications
- 06
Write it all down
Every finding, how we fixed it and the re-test that proves it, in a report your auditors can read.
ISO/IEC 27001-aligned process
Our process follows ISO/IEC 27001 controls. Prospiral is not ISO certified. VAPT means vulnerability assessment and penetration testing: the first two checks above.
05Questions
Questions we get asked
Usually not. Most of the value in your MVP is real: the product decisions, the flows, the interface. We keep that and fix the foundations underneath. If a part genuinely is beyond saving, we tell you which part and why before quoting.
Yes. Those are what AI tools generate most often, so they are what we expect to work with.
Possibly, and it is quick to find out. Open database rules and keys in front-end code are the two most common problems, and the audit checks both first.
If real users or real payment details are about to touch it, it is the right time. Fixing access rules before launch is a small job. Cleaning up after a leak is not.
Read-only access to the code repository and to the hosting or database dashboard. We can sign your NDA first.
Start a conversation
You built it fast.We’ll make it hold.
Send us the app link and read-only access to the code. We start with whatever could hurt your users first, and we will sign your NDA before we look.