Speed cuts both ways
Security teams can use AI to triage alerts, summarize logs and prepare response steps. Adversaries can use similar tools to tailor phishing messages and test weak points at scale.
The practical advantage goes to organizations that connect automated analysis to trustworthy telemetry and reliable response processes.
Do not give the model the keys
An investigation assistant should not automatically receive permission to disable controls or delete evidence. High-impact operations need explicit authorization and separate enforcement layers.
Security architecture should treat model output as potentially mistaken or manipulated, especially when it reads external documents and logs.
Practice recovery
Teams need to rehearse what happens when automation is wrong: how to pause it, inspect its decisions and restore services.
An AI-enhanced security program is ultimately judged by how well people can stay in command during an incident.