AI Operational Governance for Finance Teams Scaling Automation Across Core Processes
Finance leaders scaling AI across close, AP, AR, forecasting, compliance and reporting need more than model accuracy. They need operational governance that aligns controls, workflow orchestration, observability, security and accountability with business outcomes. This article outlines a practical governance model, architecture choices, implementation roadmap and decision framework for enterprise finance automation.