governance practices

Governance practices in enterprise IT, particularly around AI adoption, are a recurring theme in WindowsForum discussions. Topics include moving from isolated AI experiments to scalable, agentic workflows where autonomous agents handle bounded tasks and tie directly to business metrics. Microsoft's platform updates emphasize designing processes with governance, observability, and metrics to ensure AI systems are accountable and measurable. The tag covers how organizations implement policies and controls to manage AI risks, maintain compliance, and achieve operational change, reflecting a shift from feature-driven adoption to systems-level transformation.