Lovable is built to make the preview look done. Production is a different bar entirely.
Mati Systems runs a fixed-scope AI Codebase Audit for Lovable-built apps. You get a PRISM readiness score, prioritized risk matrix, and a plain-language hardening plan for what to fix before launch, client handoff, or business use. Typical timeline is about one week. Standard audits are fixed-price at $5,000 to $9,000, and the first scoping call is free.
Already know you need a review? Email [email protected]. No pitch, no pressure, just a scoping call. Or keep reading for what Mati Systems checks first.
A form that rejects bad input in the live preview can still accept it directly against the backend if the rule only exists in the UI. It looks correct because you are testing it the way it is meant to be seen.
As pages get added over multiple prompts, protection that was set up for the first few routes may not carry forward automatically. The gap does not show up in the builder, but it can matter when someone reaches a page directly.
Database access rules can stay too open unless someone explicitly tightens them. That is not always a step a non-technical builder would know to ask for, but it can decide whether private data is actually protected.
A successful checkout is easy to demo. The audit checks what the preview does not: whether the behind-the-scenes payment confirmation, disputed payment, timeout, or failed network call is handled safely.
Mati Systems uses the same PRISM questions on every audit, then applies them to Lovable-specific risk: client-only validation, permissive database rules, unguarded routes, payment failure paths, and whether a developer could safely take over the app later.
It can be, but the preview is not enough evidence. A Lovable app may look complete while server-side validation, database rules, route protection, or payment failure handling still need review. The audit checks the parts that real users depend on but the visual builder may not make obvious.
You often would not, and that is exactly why the audit exists. The report translates technical risk into plain language: what is safe enough, what should be fixed before launch, and what can wait. You do not need to diagnose the code yourself before reaching out.
Not automatically. The audit does not start from the assumption that the app needs to be rebuilt. It identifies which risks are acceptable, which ones need hardening, and whether the current structure can keep supporting the business.
Most Lovable audits take about one week after access is granted. Standard audits are fixed-price at $5,000 to $9,000 depending on repository size, custom code, critical flows, payments, user data, and production sensitivity. The initial 20-minute scoping call is free.
If Lovable helped you get a working product, but you are not fully sure it is ready for users, payments, or client handoff, this is the right review.
Email [email protected] for a free 20-minute scoping call. No pitch, no obligation. Mati Systems usually replies the same day.