At AUBE Security, agentic AI is central to where we’re heading next. Today, our dynamic stochastic model detects the rare, high-impact deviations in privileged-user behavior, compromised accounts, malicious insiders, early-stage ransomware. The natural next step, which was actively considering, is an AI agent for remediation, able to act on a high-confidence detection by automatically blocking or containing the suspicious activity.