The next two years are going to be the most critical in cyber security that we have ever seen. A chasm is growing between autonomous offense and traditional defense as AI models improve at an exponential rate. Adversaries are using the same models that are transforming our lives to attack our systems a thousand times faster than any human can achieve. What we see today is only a baseline of what we are going to see tomorrow.
As engineers ourselves we wanted the tool we could never find for our teams: a tool that would find known vulnerabilities and compliance issues without having to know or understand either domain. We wanted it to tell our teams what to fix or to just fix it.
Security and compliance can be timely, scalable, and developer‑ready. If offense is operating at AI scale, engineers must defend at AI scale without lengthy reviews.