AI incident response and recovery
Risk and Assurance
What is AI incident response and recovery?
Classifies AI incidents by severity, runs containment, preserves evidence, manages notification, and closes the loop with lessons learned.
Where the frameworks place it: EU AI Act Article 73; ISO/IEC 42001 Annex A incident controls; NIST AI RMF MANAGE 4.
The interview question it draws
An AI system has just caused harm to a customer. Walk me through the first 48 hours.
A strong answer walks through the practice itself, with one real case, what you decided, and what the evidence showed afterwards.
Roles that ask for it
- AI Incident Response Leadcore, depth expected
- Chief Information Security Officer, AI security focuscore, depth expected
- AI Product Manager, responsible product editionrequired, working knowledge
- AI Risk Managerrequired, working knowledge
- AI Security Architectrequired, working knowledge
- Physical AI Safety Engineer, autonomous systems editionrequired, working knowledge
- Chief Privacy Officer, AI privacy editionrequired, working knowledge
- Chief Risk Officer, AI risk editionrequired, working knowledge
- Cybersecurity Risk Analystpreferred, working knowledge
- AI Auditorpreferred, working knowledge
- Agentic AI Engineer, orchestration editionpreferred, working knowledge
- AI Regulatory Counselpreferred, working knowledge
Backgrounds that already carry it
- Cybersecurity and IT (shown by a work product)
Incident playbooks and post-incident reviews are your artifacts.
- A cybersecurity or information assurance degree (described, not yet shown)
Incident response is a course; AI incidents add model failure to the playbook.
Where it is taught and graded
19 graded topics, each passed by explaining it back. The first module of every program is free with a free account.
- Module 3: Shipping AI and Surviving the Incident (3)
- Module 8: The Money: Budgets, ROI, and Risk (1)
- Module 9: Risk, Resilience and Frontier AI (2)
- Module 15: Lab: Regulated Industries (1)
- Module 6: Ethics Review (1)
- Module 8: Enforcement and Incident Response (2)
- Module 11: Data Incidents (2)
- EU AI Act Implementation Expert2 topics
- Module 8: Post-Market Monitoring and Enforcement (2)
- Module 10: AI Security Fundamentals (1)
- Module 7: Rollout, Monitoring, and Incident Response (1)
- Module 11: Crisis Management and Controversy Navigation (1)
- Module 17: AI Governance, AI Risk, AI Security, and AI Assurance (1)
- Module 10: Responsible Physical AI in Practice (1)
Questions
- What is AI incident response and recovery?
- Classifies AI incidents by severity, runs containment, preserves evidence, manages notification, and closes the loop with lessons learned.
- Which AI governance roles ask for AI incident response and recovery?
- 12 roles on the map name it, and it is core to AI Incident Response Lead, Chief Information Security Officer, AI security focus.
- How do I learn and prove AI incident response and recovery?
- 19 graded topics teach it across 10 programs. Each topic is graded by explaining it back against its own transcript, so a pass is evidence, not attendance. The first module of every program is free with a free account.
- What interview question tests AI incident response and recovery?
- An AI system has just caused harm to a customer. Walk me through the first 48 hours. A strong answer shows the practice itself: Classifies AI incidents by severity, runs containment, preserves evidence, manages notification, and closes the loop with lessons learned.