What is an AI Incident Response?
AI incident response, told as a story about the emergency bell you reach for when something breaks, and the order you follow after.
An AI-related incident just hit — misuse, malfunction, or a leak.The strange dish has already gone out to the guest.
A machine breaks loudly — this chef gets it wrong quietly, and confidently.So a long time can pass before anyone even knows something's wrong.
AI incident response is the procedure you follow when the bell rings.A jailbreak, a leak, a malfunction — every kind of incident starts with the same bell.
Detect, contain, classify, notify, log — in that order.Following this order catches the next incident faster.
Even fixed, it doesn't know why it was wrong — the command structure is the same, but the incident types are AI-specific.The logbook you kept all along makes classifying much faster.
AI incident response = when an AI-related incident hits (a jailbreak, a leak, a malfunction), ringing the bell and following the order: contain, classify, notify, log.
AI incident response is the procedure for AI-related incidents — a successful jailbreak, a sensitive data leak, a misused tool, harm caused by a hallucination. It reuses the general incident-command structure (separating command, fixing, and communication), but the incident *types* need an AI-security-specific taxonomy, and an audit log kept all along makes classification and root-cause analysis far faster.
When grown-ups say it
- AI incident response
- The procedure you follow when the emergency bell rings. A dedicated procedure used only for AI-related incidents.
- Jailbreak
- Getting the chef to break the rules and say something it shouldn't. One of the most common reasons the bell rings. → The Kitchen That Takes Any Order
- Data leak
- The secret recipe book leaking out. Covered more in AI privacy. → What is AI Privacy?
- Incident command
- Deciding in advance who picks up the baton. Borrows the same command structure as a general incident. → The One Holding the Baton
- Postmortem
- The blameless record written after it's over. An AI incident gets the same blameless write-up. → the record everyone writes without blame
- Runbook
- The manual that says exactly what to do for this kind of incident, written in advance. One written per incident type, ahead of time. → the manual written ahead of time
- Guardrail
- The tasting checkpoint — the fence that blocks it, normally. An incident is what happens when this gets bypassed. → What is a Guardrail?
- Audit log
- The order record written down, every single day. What was already piling up before the incident is the biggest help. → the order logbook