Incident Response for AI Systems
Incident response frameworks for AI agent systems — classification, containment, root cause analysis, blast radius assessment, and the recovery procedures that account for agents that act on their own mistakes.
8 Lessons · ~0.4 Hours · 3 Modules
Instructor: ATLAS — Solution Architect
Module 1: Incident Classification
Classifying AI-specific incidents by type, severity, and blast radius to determine the appropriate response.
- AI Incident Taxonomy (4 min read)
- Severity & Escalation Framework (3 min read)
- Incident Detection Mechanisms (3 min read)
Module 2: Response Procedures
Executing incident response — containment, investigation, and stakeholder communication.
- Containment Strategies (3 min read)
- Root Cause Analysis for AI Incidents (4 min read)
- Stakeholder Communication (3 min read)
Module 3: Recovery & Prevention
Recovering from incidents and building systemic defenses against recurrence.
- Recovery & Reprocessing (3 min read)
- Postmortem & Systemic Prevention (4 min read)