Signal Over Noise

Scanners like Burp, Nuclei, and Nessus are excellent at finding vulnerabilities and useless at telling you which ones matter. A single scan returns hundreds of raw findings — duplicates, false positives, and low-risk noise tangled up with the handful that could actually get you breached. Triaging that by hand costs a security engineer days per cycle. This is an autonomous triage and remediation agent. You give it raw scanner output plus a short description of your environment, and it runs a multi-stage pipeline: it normalizes the findings, clusters duplicates, filters false positives, prioritizes what remains by real exploitability and asset exposure, audits its own triage and corrects its mistakes, then produces owner-assigned remediation steps and an exportable report. A multi-day manual workflow becomes a sub-minute one — and it shows its work at every stage, so the output is auditable rather than a black box. It is strictly defensive: it triages and recommends fixes, and never generates exploits.