
The blinding speed of a modern cyberattack, often measured in milliseconds, can render a traditional human-led incident response strategy obsolete before the first critical alert even registers on a security analyst’s screen. This stark reality has exposed a fundamental flaw in conventional cybersecurity: the lag between automated threat execution and manual defensive action. In this high-stakes environment, where a few










