Built an AI turns security scan results into human-readable insights

Show HN: Built an AI turns security scan results into human-readable insights

Built an AI turns security scan results into human-readable insights is a company in show hn launch.

Profile

We’re building Appcan, a security testing platform. While running scans ourselves, we kept hitting the same problem: the reports were accurate, but hard to act on.Most scan outputs are long lists of findings with severity labels, but very little context. You still have to decide what actually matters, what to fix first, and what can wait.So we added an AI interpretation layer on top of existing scan results.Instead of just showing raw findings, the AI reads the report as a whole and produces a short, structured summary explaining what the real risks are, why they matter, and where to focus first. It doesn’t re-scan anything or invent data; it only interprets what’s already there.The goal isn

Within the show hn launch space, the company focuses on its core offering rather than a broad product line.

Directory data places it at the Show HN launch stage.

Website: www.appcan.io