Direct answer
AI agents need review when autonomy turns into operational action.
AI agents can create EU AI Act readiness questions when they plan steps, call tools, trigger workflows or influence decisions. The key issue is not the label agent. It is the degree of autonomy, the workflow context, the human control model and the impact of outputs.
For the next layer, compare provider vs deployer roles, review high-risk AI system signals, or start with an EU AI Act risk assessment.
Decision criteria
When agentic exposure increases
- The agent can take actions beyond drafting or summarizing.
- The agent calls tools, changes records, triggers workflows or routes decisions.
- Humans review only a sample of outputs instead of every material action.
- The agent operates in employment, education, healthcare, finance, safety or access workflows.
First inspection
What to inspect first
- 01Agent permissions and tool access.
- 02Human review and stop points.
- 03Logs, traces and escalation paths.
- 04Affected users, customers or employees.
This page provides operational information for AI governance readiness. It is not legal advice.