Preemptive Security, Governed Autonomy, and the Reality of Modern SOC Operations
Artificial intelligence is now central to every conversation about the future of security operations. Terms like autonomous, agentic, and preemptive are everywhere. Yet much of the discussion skips the harder question CISOs, SOC leaders, and boards actually care about: how AI can be applied responsibly, predictably, and at scale in real-world security operations. If we get this wrong, we do not just risk wasted investment. We risk eroding trust in the SOC itself.