The AI Model Governance Committee: New Organizational Structure

ACRGA starts with governance infrastructure.

You need an AI Model Governance Committee: CRO, Chief Analytics Officer, Compliance, Audit, CRE Business Line. Monthly meetings. Dedicated mandate.

This committee:

• Approves AI/ML models before production deployment

• Reviews performance quarterly

• Escalates governance breaches

• Challenges model recommendations when appropriate

• Oversees all five ACRGA modules

This is separate from traditional risk committees. Traditional risk talks about portfolio risk. This committee talks about *model* risk.

New governance structure requires organizational commitment. Monthly meetings aren't free. But the alternative—models operating without systematic oversight—is riskier.

How many of you have dedicated AI model governance structures? Curious about adoption.

#RiskManagement #OrganizationalGovernance