A masterclass in agentic security operations

This Red Canary four-part SecOps Weekly recap explores practical AI in SOC operations: designing reliable, measurable agents; defending against AI-assisted threats with fundamentals like least privilege, input sanitization, and deception; quantifying ROI through alert reduction, investigation quality, analyst satisfaction, and MTTR improvements; and making strategic build-vs-buy choices with transparency into agent actions. The series emphasizes narrow-scoped agents, rigorous measurement, and human checkpoints to translate AI hype into consistent SOC outcomes.