AI Risk Escalation Playbook

Escalate AI Risks Quickly and Consistently

Use this playbook to triage, escalate, and resolve AI risks through structured governance processes and clear ownership.

Stakeholders include risk owners, governance councils, legal, communic

Triage Criteria & Severity Levels

Establish criteria for classifying AI risks based on impact (user harm, regulatory breach, financial loss), likelihood, and reversibility.

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Provide message templates, briefing schedules, and escalation contacts

Maintain logs of communications, decisions, and stakeholder feedback for transparency and compliance.

Tooling & Evidence Management

Frequently asked questions

What is Governance & Integration?

Governance & Integration

What is Aligning risk escalation with governance structures, risk appetite statements, and compliance obligations?

Aligning risk escalation with governance structures, risk appetite statements, and compliance obligations involves establishing clear processes for escalating risks, ensuring these escalations are addressed by the appropriate governance bodies, and confirming that all actions align with established risk tolerances and regulatory requirements.

How should escalations and outcomes be reported to governing bodies?

Escalations and their resulting outcomes must be systematically reported to governance councils, executive leadership teams, and relevant regulatory agencies as dictated by specific reporting protocols and legal mandates.

When should policies, controls, and risk registers be updated based on escalation insights?

Policies, controls, and risk registers should be regularly updated in response to escalated risks or new insights gained during the escalation process, ensuring that the organization’s risk management framework remains current and effective.

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