You built fast to get to launch, or to a fundraising conversation. Make sure the thing that got you here doesn't become the thing that stops you.
Most founders using AI coding tools aren't trying to build the perfect codebase. They're trying to get to a working product, a launch, or a term sheet as fast as possible. That's the right instinct. It also means verification usually gets skipped, not because it doesn't matter, but because there was no natural point to stop and do it.
Already know you want this? Email hello@matisystems.com. No pitch, just a scoping call. Or keep reading for what matters most in your situation.
The worst time to discover a critical bug is in front of your first real users, not in a private review beforehand.
A technical investor or acquirer who opens your codebase during diligence will find what an audit would have found first. The difference is whether you already knew and fixed it.
You don't have the bandwidth to personally review architecture, security, and auth flows. An audit gives you a prioritized list instead of a vague sense of unease.
Before, if you can. It's far cheaper to fix a duplicated auth check before real users hit it than to firefight it in production. If you've already launched, an audit still catches what's accumulating quietly.
A standard audit takes about a week and runs in parallel with whatever else you're doing to prepare. It's not a gate, it's a parallel track that tells you what to fix before or right after you ship.
The output is a plain-language score and a prioritized list, not a document written for engineers only. If you want, Mati Systems can walk through it with you or your technical advisor directly.
That's normal. Most people fix the highest-priority items themselves or with their own contractor. The audit's job is to tell you what actually matters, not to sell you more work.
If that sounds like where you are, an AI Codebase Audit is the place to start.
Email hello@matisystems.com for a free 20-minute call. No pitch, no obligation. Mati Systems usually replies the same day.