Autonomous Defense: AI Agent Playbooks for Incident Response
Research on how AI agents can execute defensive playbooks, automate ticket resolution, and augment human responders in security operations.
When your SOC receives 500 alerts at 2 AM, how many of those could an AI agent triage, enrich, and escalate before a human analyst even logs in?
Scenario Coverage
Defensive AI agents excel when missions are well defined and bounded. These demonstrations illustrate incident response workflows where autonomy augments human responders instead of replacing them.
Guardrails & Limits
Each scenario highlights human-in-the-loop checkpoints, data provenance controls, and success metrics used to evaluate agent performance.
Operationalizing
Recorded playbooks can be repurposed as training material for security operations teams ramping up on AI-assisted workflows.
Your next move
Identify your three highest-volume, lowest-complexity alert categories and build bounded AI agent playbooks with mandatory human-in-the-loop checkpoints — start with automated enrichment before graduating to automated response.