AI Incident Response Playbook Builder | AIFlowOS
Build a structured incident response playbook with AI-assisted decision trees. Define phases, roles, actions, and escalation paths for any incident type.
Playbook Structure
Define incident severity levels, response team roles, communication channels, and tool integrations. Establish baseline metrics for MTTR, MTTD, and escalation frequency.
AI agent ingests alerts, enriches with context, correlates across sources, and determines severity. Human analyst validates critical findings.
AI executes containment actions within guardrails: isolate endpoints, block IPs, disable accounts. High-risk actions require human approval.
AI agent guides remediation steps, verifies threat removal, and monitors for recurrence. Automated rollback of changes where applicable.
Auto-generated incident report with timeline, decisions, and recommendations. Playbook is updated based on lessons learned.
Decision Tree Example
├─ Severity ≤ 3 ? → Auto-triage → Log & notify low-priority channel
├─ Severity 4-6 ? → AI enrich → Recommend action → Human approve?
│ ├─ Yes → Execute playbook → Log decision
│ └─ No → Escalate to Level 2 analyst → Incident created
└─ Severity 7+ ? → Containment actions auto-execute → Notify SOC manager → Full investigation
FAQ
What is an AI incident response playbook?
An AI incident response playbook is a structured, machine-readable set of procedures that guides an AI agent through detection, triage, containment, eradication, recovery, and post-incident review.
How does AI improve incident response?
AI reduces MTTR by 97% by automating triage, enrichment, and initial containment. It ensures consistent execution of playbooks and provides a complete audit trail.
What are the standard phases of an incident response playbook?
The standard phases are: Preparation, Detection & Analysis, Containment, Eradication, Recovery, and Post-Incident Activity (NIST SP 800-61 framework).
Can I customise playbooks for different incident types?
Yes. AIFlowOS supports per-incident-type playbooks with custom decision trees, approval thresholds, communication templates, and escalation paths.