Teaching a Machine to Think Like an Incident Researcher

Every security incident starts as a story: a suspicious login, a user accessing sensitive data , or a weak signal buried inside thousands of noisy alerts. In today’s SOC, that story is hidden at an almost impossible scale considering the tens of thousands of alerts a team handles. Once an attacker gains a foothold, every minute matters because they can move laterally, expand access, and widen the blast radius before an analyst reaches the case.