Establish owners, sponsors, and accountability for AI agents

Short summary

This article outlines a governance framework for assigning owners (technical administrators) and sponsors (business accountability holders) to every AI agent before applying deeper access controls. It provides a state-based model for classifying agents by accountability completeness—ranging from fully owned to orphaned—and recommends remediation actions for each state. The framework ensures that Conditional Access, lifecycle workflows, and enforcement policies operate on trusted metadata rather than unmanaged agents.

• •Every production AI agent needs a technical owner and a business sponsor before being approved
• •Agents are classified into accountability states (orphaned, missing owner, missing sponsor) with specific remediation paths
• •Governance metadata must be complete before applying Conditional Access, access packages, or lifecycle workflows

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