AI App Audit& Maintenance
Built a website or app with AI tools like ChatGPT, Claude, Cursor, Lovable, or Bolt and not sure what's hiding under the surface? We audit the security, quality, and maintainability of your AI-generated code, propose improvements, and take care of long-term operations. We turn vibe coding into a real product.
The app works.But what is it actually standing on?
Almost anyone can generate a working prototype with AI today. The problems come later – with the first real users, sensitive data, and new requirements. These are the most common signs your project needs an expert look:
You don't know if your data is safe
AI-generated code often contains vulnerabilities – unsecured APIs, weak user authentication, or exposed access keys. Without a review, you won't know about them until someone exploits them.
Every change breaks something
You add one feature and three others stop working. Code without architecture and tests gets more fragile with every edit, and eventually even the AI can't handle it anymore.
The app can't handle growth
A prototype for a few people is not a product for hundreds of users. Slow loading, crashing databases, and growing cloud bills are typical consequences of an unvalidated solution.
Nobody knows how it all works
There's no documentation, no change history, and no overview of which services, libraries, and licenses the project uses. You're depending on a single prompt and luck.
You can't estimate running costs
Stacked third-party services, overpriced hosting, and duplicate tools. Without an audit, you don't know what you're paying for and what could be simplified.
You're afraid to launch it to customers
You sense there's a difference between a demo for friends and a product for paying clients – but you don't know exactly what it is and what still needs to be resolved.
What is vibe coding and whyit needs expert oversight
Vibe coding is a way of building software where the application isn't written by a programmer but generated by artificial intelligence from a plain-language brief. Tools like ChatGPT, Claude, Cursor, GitHub Copilot, Lovable, Bolt.new, and v0 can create a working website, e-shop, or app in a few hours – no programming knowledge required.
The catch is that nobody has professionally reviewed the generated code. The AI didn't consider security, personal data protection, performance under load, or whether the project can be extended a year from now. A working demo can hide serious flaws that only show up in production – during the first attack, a surge of users, or a request for a new feature.
This is exactly where validation and analysis of AI outputs comes in: an independent technical audit that uncovers risks before they cause damage. You get an objective picture of your application's state, concrete improvement proposals, and a partner who will look after the solution long-term – or help you turn it into a full-fledged product.
An audit pays off if…
- you had a website, e-shop, or app generated with AI
- you're about to let real customers and their data onto it
- you want to know whether the project can grow, and at what cost
- you're looking for someone to take over technical responsibility
- you need to meet GDPR and security standards
- you want to turn a prototype into a product that earns money
From Audit toLong-Term Care
We tailor the scope of our cooperation to wherever your project currently stands. We always start with an audit – the next steps are up to you.
AI Application Audit & Validation
We thoroughly review your application's code, architecture, security, and infrastructure. The result is a clear report: what works, what's risky, and what to address first – including effort estimates.
- Security analysis and vulnerability testing
- Code quality and readability review
- Architecture and scalability assessment
- Data, GDPR, and license audit
- Prioritized action plan in plain language
Maintenance & Growth
We take over technical responsibility for your application. We handle operations, monitoring, updates, and security, while gradually improving the solution and adding new features.
- Project takeover and documentation
- Monitoring, backups, and updates
- Bug fixes and security patches
- Custom feature development
- SLA with guaranteed response times
From Prototype to Production
When a prototype hits its limits, we rebuild it into a robust solution on proven technologies – with no data loss and minimal downtime. We keep what works and replace what's holding you back.
- Gradual rebuild with zero downtime
- Modern stack: React, Next.js, Node.js, PHP
- Data and integration migration
- Automated testing and CI/CD
- Ready for growth and new users
Everything We CheckDuring the Audit
We tailor the audit to your project – from a quick pre-launch check to a deep analysis of the entire solution.
Security
Vulnerabilities, leaked access keys, user authentication, API and form protection.
Code Quality
Readability, duplication, dead code, adherence to standards, and maintainability for further development.
Architecture
Project structure, dependencies, suitability of chosen technologies, and readiness for extension.
Performance
Loading speed, API response times, database query optimization, and behavior under load.
Database & Data
Schema design, data integrity and backups, and the risk of data loss or corruption.
GDPR & Compliance
Personal data processing, cookies, consents, and licenses of the libraries and services used.
Infrastructure
Hosting, deployment, monitoring, running costs, and third-party services.
SEO & Usability
Technical SEO, accessibility, responsiveness, and readiness for search engines and AI search.
A Clear ProcessWith No Surprises
From first contact to report delivery, you have full visibility into every step and every cost.
- 1
Free Consultation
Tell us what you've built and what's worrying you. We'll get back to you within 24 hours with next steps.
- 2
Access & Analysis
You securely hand over access to the code and services. Everything is protected by an NDA.
- 3
Audit & Report
Typically within 5–10 business days, you receive a clear report with findings, priorities, and cost estimates.
- 4
Solution Proposal
Together we choose the path: targeted fixes, ongoing maintenance, or a rebuild into a production solution.
- 5
Delivery & Care
We deliver the agreed work and, if you wish, take over long-term care of your application.
Who Benefits Most froman AI App Audit
Founders & Entrepreneurs
You built an MVP in Lovable, Bolt, or v0 and want to turn it into a real business. We verify the foundation is healthy and help you grow safely.
Companies with Internal AI Tools
A colleague "clicked together" an internal system the whole company now depends on – and nobody is responsible for it. We take it over, document it, and secure it.
Agencies & Freelancers
A client brought you a vibe-coded project and expects you to finish it. We provide the technical backbone for you – including white-label cooperation.
We Know the Tools Your App Was Built With
We work with AI tools and the code they generate every day. We know the mistakes they make most often – and how to fix them.
The Questions We GetMost Often
What is vibe coding and a vibe-coded application?
My app works. Why should I have it audited?
How does an AI application audit work?
How much does an audit cost?
Will you take over a project built in Lovable, Bolt.new, or v0?
What if the audit shows the app needs a full rewrite?
Do you also provide long-term maintenance and development?
Are my idea and data safe with you?
Find Out What Your App Is Really Standing On
Send us a few sentences about your project. We'll get back to you within 24 hours with suggested next steps – the consultation is free and non-binding.