AI Agent Governance: A Practical Checklist for Companies

AI agent governance helps companies use agents safely without blocking useful experimentation. The goal is to define where agents can act, who approves them, and how outcomes are monitored.

Governance checklist

• Maintain an inventory of approved AI agents.
• Define permitted data sources and tool access.
• Require approval for sensitive or destructive actions.
• Log tool calls and outputs.
• Review vendors for security and data handling.
• Set standards for testing before production use.
• Assign owners for each agent workflow.

Start lightweight

Small teams do not need a giant policy. They need clear rules for data, permissions, review, and accountability. As usage grows, governance should become more formal and automated.

Good governance makes agent adoption safer and easier to scale.