Short answer. A list of AI agents, often called an AI agent inventory, shows IT which agents can reach company data and whose access each one uses. Without it, agents can keep their access after an employee leaves, and company data can reach outside AI services without any records of where it went.
Without an inventory, company data can reach outside AI services that IT hasn't approved, and there is no record of it. During an incident, security teams lose time working out which agent touched a file and how to switch it off.
Risks of running AI agents without an inventory
Agents keep working after the employee who set them up leaves
Risk: Disabling an employee's account doesn't always stop the agents they connected. An agent running on an API key or a service account can keep its access to company systems.
With an agent inventory: IT can see which agents each employee set up and revoke them as part of offboarding.
A misused agent is hard to stop without a record of it
Risk: When an agent sends data it shouldn't or changes the wrong records, its actions appear in logs under an employee's name, so finding it means searching through logs.
With an agent inventory: IT can find the agent and revoke its access while leaving the employee's account in place.
Company data can reach outside AI services without IT knowing
Risk: Each agent sends the data it works with to an AI service for processing, often one IT hasn't reviewed.
With an agent inventory: IT knows which outside companies hold company data and can check whether they have been reviewed.
Agents often have more access than their task needs
Risk: Agents are frequently connected with broad permissions and keep them until someone narrows them.
With an agent inventory: IT can see what each agent can reach and reduce that access before it is misused.
Each agent record needs details security teams can act on
| What to record | Why it matters |
|---|---|
| Who it acts for | The person whose access the agent uses, known as the delegating user. |
| What it can reach and do | Which systems it connects to, and whether it can only read or can also change data. |
| Where it sends data | The outside AI service that processes its requests. This shows which companies outside yours receive your data. |
| How to switch it off | Where to revoke its access, so it can be stopped quickly during an incident. |
Frequently Asked Questions
What is the difference between an AI agent inventory and a registry?
The terms are often used interchangeably. Where they differ, an inventory is a list made at a point in time, and a registry is a live list that agents are added to as they connect.
How is an AI agent inventory different from an application inventory?
An application inventory lists software the company chose and installed. An AI agent inventory also lists agents employees connected on their own, along with whose access each one uses and where its data goes.
Do you need an AI agent inventory if you only allow approved AI tools?
Yes. Approved tools still act with employee access, and employees can connect agents outside the approval process. The inventory shows what each approved agent can reach and catches the ones that weren't approved.
How often should an AI agent inventory be updated?
Each time an agent is connected or removed, with a full review on a set schedule, such as every quarter.
About SecureAuth
SecureAuth provides identity and access management solutions that enable enterprises to implement customized, resilient authentication infrastructure. Through Continuous Authority, flexible deployment options, and deep composable capabilities, SecureAuth helps organizations defend against modern identity threats while maintaining usability and operational efficiency.