Generative AI for Security Operations: Triage, Hunt and Respond

For SOC analysts and engineers, threat intelligence analysts, security architects and IT administrators. Use generative AI in a security operations centre without trusting it blindly: triage alerts with a model that must cite its evidence, write and check hunting queries, extract and verify indicators from threat reports, analyse phishing and obfuscated scripts safely, and design response playbooks where a person approves anything hard to undo. See the same work in Microsoft Security Copilot, Defender and Sentinel as they stand in November 2026, with what the E5 and E7 inclusion covers, then secure, red-team and measure the AI tools you deploy. Every lab runs free on made-up data, on a free Groq key or offline in mock mode.