Cyber events no longer take place over several days or weeks. They can happen in a matter of minutes or even seconds. With ransomware, insider threats, and cloud sprawl, the traditional approach of discovering a breach after it has already occurred and then assembling proof is no longer effective. AI incident response is a solution…

Attackers do not sleep. They pivot through cloud accounts, steal tokens and spin up rogue servers with scripts that vanish in seconds. Meanwhile most security teams still flip through thousands of low‑value alerts hoping to spot the one that matters. Manual methods cannot win that race, which is why boards now fund AI threat hunting…