
Enterprises rely on static rules, signatures and manually authored detection logic as their first line of defense. Even with detection‑as‑code, that approach is reaching its limit.
Every rule still has to be researched, mapped to a technique, written, tested and tuned, a lifecycle that can’t keep pace with the rate at which attackers using AI uncover new vulnerabilities.
Fixed‑logic rules and signatures are typically limited to previously observed TTPs, and can miss multi‑stage attacks, subtle lateral movement and new techniques like those launched by adaptive AI agents. As attackers scale with AI, a detection stack built one rule at a time can’t keep up.
Rule‑based detection doesn’t scale, so Frontier Security is an AI research and infrastructure company building Defensive Superintelligence, a first line of defense that operates at AI scale.


