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AI Systems
What Is AI-Agent Visibility?
Agents are taking action inside organisations. Visibility is the difference between oversight and blind trust.
By John Mackenzie·2 May 2025·7 min read
Definition
AI-agent visibility is the ability to observe what autonomous or semi-autonomous agents are doing, where they are acting, and when a human should intervene.
Why it matters
Without visibility, the consequences of agent action land on humans who never saw the decision. Visibility is the foundation of accountable AI.
Related app
AgentWindow
A visibility and oversight layer for understanding what AI agents are doing, where they are acting, and when human review may be required.
Explore AgentWindowAbout the author
John Mackenzie writes on cybersecurity, AI, digital systems, governance, risk, and technology-enabled work. He is the founder of JMacTech and JMac Learning.