AI Agent Risk Register Template: What to Track Before Agents Take Action

An AI agent risk register is a simple table that tracks what can go wrong before an agent touches real work. It turns vague concerns into owners, controls, and review dates.

Risk Register Template

Field What to capture
Agent name Plain-language name
Workflow Exact process supported
Data accessed Files, systems, customer data
Allowed actions Read, draft, update, send, trigger
Risk scenario What could go wrong
Control How risk is reduced
Owner Business or technical owner
Review date Next review

Common Agent Risks

  • Over-permissioned tool access.
  • Unreviewed customer-facing output.
  • Missing logs for tool calls.
  • Cost spikes from repeated actions.
  • Unclear responsibility when output is wrong.

Example Row

Agent Risk Control Owner
Support reply agent Sends inaccurate answer Draft-only mode plus human approval Support lead

How to Use This

Create one row per agent and one row per meaningful risk. Review the register before expanding permissions.

Bottom Line

If an agent can take action, it deserves a risk register. The table does not slow adoption; it makes safer adoption repeatable.

Sources