Concept feed
Governance

AI Incident Response

A prepared process to contain harm, preserve evidence, notify the right people and change the system after an AI failure.

AI Incident Response is a prepared process to contain harm, preserve evidence, notify the right people and change the system after an AI failure.

It appears repeatedly across the KUOS case library because leaders need it at a real decision point: defining a boundary, assigning an owner, choosing evidence or deciding whether to scale.

Use it in practice by naming one current workflow, the accountable human, the evidence you expect and the condition that would make you change course.

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START

Purpose

CONTROL

Control boundary

OUTCOME

Accountable action

Controls make an AI action inspectable and recoverable.

GOVERNANCE

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Related concepts

Seen in cases

Real-world examples where this concept appears in our case studies.

Financial servicesBoard ChairA near-miss becomes a lightweight governance rhythm with owners, an inventory and a clear escalation path.

The CEO Learns About AI from a Customer

Financial servicesBoard ChairGovernance and leadership applied to a quality incident: a leader makes the boundary, ownership and value decision visible.

Governance and leadership: A quality incident

Financial servicesBoard ChairGovernance and leadership applied to a workflow under pressure: a leader makes the boundary, ownership and value decision visible.

Governance and leadership: A workflow under pressure

Financial servicesBoard ChairGovernance and leadership applied to a team response: a leader makes the boundary, ownership and value decision visible.

Governance and leadership: A team response

Financial servicesBoard ChairGovernance and leadership applied to a customer-facing moment: a leader makes the boundary, ownership and value decision visible.

Governance and leadership: A customer-facing moment

Financial servicesBoard ChairGovernance and leadership applied to an ownership gap: a leader makes the boundary, ownership and value decision visible.

Governance and leadership: An ownership gap

Financial servicesBoard ChairGovernance and leadership applied to an investment choice: a leader makes the boundary, ownership and value decision visible.

Governance and leadership: An investment choice

FinanssektorenBestyrelsesformandEn næsten-fejl bliver en let governance-rytme med ejere, en inventar og en klar eskalationsvej.

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