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Governance

AI Audit Trail

A chronological record of inputs, tool calls, outputs, approvals and changes behind an AI-assisted result.

AI Audit Trail is a chronological record of inputs, tool calls, outputs, approvals and changes behind an AI-assisted result.

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

Gå dybere

Relaterede koncepter

Set i cases

Eksempler fra virkeligheden, hvor dette koncept optræder i vores cases.

RetailProcurement DirectorAn agent can prepare supplier comparisons, but the team must decide where recommendation ends and commitment begins.

The Procurement Agent Boundary

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

RetailOperations DirectorAI workflows and agents applied to a team response: a leader makes the boundary, ownership and value decision visible.

AI workflows and agents: A team response

RetailOperations DirectorAI workflows and agents applied to a data boundary: a leader makes the boundary, ownership and value decision visible.

AI workflows and agents: A data boundary

RetailOperations DirectorAI workflows and agents applied to an investment choice: a leader makes the boundary, ownership and value decision visible.

AI workflows and agents: An investment choice

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

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