Why we built Uvy

Every company we talk to ships code daily and gets penetration tested once a year. The report that lands in the spring says nothing about the code shipped in the summer. That gap, between how fast you build and how rarely you're tested, is exactly where breaches live.

A pentest is a sample, not a sweep

A human team has a fixed number of hours, so they test a slice of your surface and extrapolate. The vulnerability that actually gets exploited is usually in the part nobody had time to reach. The economics of human testing force a tradeoff between depth, coverage, and cadence, and you only ever get to pick one.

Most of the work is mechanical. The judgment is rare.

Recon, enumeration, fuzzing, payload generation, chaining the obvious, that's the bulk of a pentest, and it's exactly what AI agents do tirelessly. The scarce, expensive human judgment should be spent on what's genuinely dangerous, not on grinding through every endpoint by hand.

A finding without a proof is just noise. The only finding worth a security team's time is one with a working exploit attached.

So we built Uvy: an automated, AI-driven pen-test firm that attacks like an adversary, proves every finding with a working exploit, and writes the audit-ready report, on every release, in sealed infrastructure. It reasons about your business and allocates effort like an expert, and it carries context forward from one engagement to the next.

If you want the longer version of the thinking, read our approach.