Which elements constitute an effective AI incident response plan?

Which elements constitute an effective AI incident response plan?

• A. Clear roles, escalation paths, data preservation, and remediation actions.
• B. Clear roles, escalation paths, data preservation, remediation actions, and post-incident reviews.
• C. Clear roles, escalation paths, data preservation, root cause analysis, remediation actions, and post-incident reviews.
• D. Post-incident reviews only.

Answer: (C)

A robust AI incident response plan combines organized response with learning. Clear roles and defined escalation paths ensure the right people act quickly and without confusion. Data preservation actions safeguard evidence needed for investigation and regulatory compliance. Remediation actions provide concrete steps to contain, eradicate, and recover from the incident. To prevent recurrence, include root cause analysis to uncover underlying factors and post-incident reviews to capture lessons learned and update controls and playbooks. This is why the comprehensive option is best: it covers both immediate response and ongoing improvement. Without post-incident reviews you miss the learning loop, and without root cause analysis you risk addressing only symptoms rather than the true cause. A plan that omits data preservation or escalation details would also weaken investigation quality and timely response.

A robust AI incident response plan combines organized response with learning. Clear roles and defined escalation paths ensure the right people act quickly and without confusion. Data preservation actions safeguard evidence needed for investigation and regulatory compliance. Remediation actions provide concrete steps to contain, eradicate, and recover from the incident. To prevent recurrence, include root cause analysis to uncover underlying factors and post-incident reviews to capture lessons learned and update controls and playbooks.

This is why the comprehensive option is best: it covers both immediate response and ongoing improvement. Without post-incident reviews you miss the learning loop, and without root cause analysis you risk addressing only symptoms rather than the true cause. A plan that omits data preservation or escalation details would also weaken investigation quality and timely response.