How Artificial Intelligence (AI) Can Increase Threat Detection and Response

Arctic Wolf's report outlines how AI (supervised/unsupervised ML, behavioral and graph analytics, and LLMs) is being integrated across the detection-to-response lifecycle to reduce alert noise, accelerate investigation, and support consistent remediation; it details operational benefits, challenges (data quality, model drift, explainability, privacy), deployment best practices, and highlights Aurora platform metrics and use cases rather than reporting any specific incident or compromise.