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AI Governance in Finance: Building Trust, Control, and Scalability Across Enterprise Automation

AI governance in finance is no longer a policy exercise. It is the operating model that determines whether enterprise automation can scale safely across risk, compliance, operations, customer service, and decision support. This article outlines a practical governance framework for financial institutions and their technology partners, covering controls, architecture, accountability, observability, implementation sequencing, and the trade-offs leaders must manage to build trusted AI at enterprise scale.