For years, Shadow IT was associated with forgotten servers, uncatalogued applications, exposed services, and assets missing from the corporate inventory.
The problem was not simply that these resources existed. It was the lack of visibility required to apply controls, review access, and assess risk.
Now, with the rise of Shadow AI, the same pattern is emerging elsewhere.
<h2>From Shadow IT to Shadow AI</h2>
As generative AI becomes more widely adopted, employees are creating agents to automate tasks, query databases, integrate systems, and execute business processes.
Many of these initiatives begin with a legitimate goal: improving productivity. However, they do not always go through the organization’s governance and security processes.
The result resembles Shadow IT. The resource is operational, but it remains outside the inventory and beyond the visibility of governance and security teams.
<h2>Why AI Agents Require More Attention</h2>
An AI agent is not simply another application installed in the environment.
Depending on its role, it may use corporate credentials, consume APIs, access internal data, interact with sensitive systems, and execute actions. It may also operate as a non-human identity or use permissions that already exist within the organization.
This means an agent may not only access information but also interfere with business processes and workflows.
When it is unknown or unmonitored, it expands the organization’s blind spots and creates new paths to compromise.
<h2>The Risk of Agents Outside the Inventory</h2>
When an AI agent is not part of the corporate inventory, three important questions go unanswered:
<ul data-spread="false">
<li>Who created the agent, and who is responsible for it?</li>
<li>Which systems, data, and tools can it access?</li>
<li>What permissions does it have, and which actions can it execute?</li>
</ul>
Without these answers, the agent is also likely to remain outside monitoring, audit trails, privilege reviews, and the other controls applied to known assets.
From a Red Team perspective, this represents more than the unmanaged adoption of a new technology. It creates new paths to compromise.
An agent with access to internal APIs, corporate data, or elevated permissions can be manipulated into abusing the access it has already been granted. It may also expose information or interfere with business processes without the activity being detected as quickly as it would be on a monitored asset.
<h2>Security Begins with Inventory</h2>
The discussion about AI agent security does not begin with model selection or tool configuration.
It begins with inventory.
Before protecting these agents, the organization needs to know which ones are operating, who is accountable for them, which systems they connect to, and what permissions they hold.
The technology has changed. The principle remains the same: you cannot protect what remains unknown.
<img fetchpriority="high" decoding="async" class="alignleft wp-image-8115 size-large" src="https://blog.it-eam.com/wp-content/uploads/2026/06/A-Elizeu-EN2-1024x229.png" alt="Portrait of Elizeu, Red Team Consultant at iT.eam." width="474" height="106" srcset="https://blog.it-eam.com/wp-content/uploads/2026/06/A-Elizeu-EN2-1024x229.png 1024w, https://blog.it-eam.com/wp-content/uploads/2026/06/A-Elizeu-EN2-300x67.png 300w, https://blog.it-eam.com/wp-content/uploads/2026/06/A-Elizeu-EN2-768x172.png 768w, https://blog.it-eam.com/wp-content/uploads/2026/06/A-Elizeu-EN2-1536x344.png 1536w, https://blog.it-eam.com/wp-content/uploads/2026/06/A-Elizeu-EN2-2048x458.png 2048w, https://blog.it-eam.com/wp-content/uploads/2026/06/A-Elizeu-EN2-scaled.png 1920w" sizes="(max-width: 474px) 100vw, 474px" />

TOS-shadow-blog

For years, Shadow IT was associated with forgotten servers, uncatalogued applications, exposed services, and assets missing from the corporate inventory. The problem was not simply that these resources existed. It was the lack of visibility required to apply controls, review access, and assess risk. Now, with the rise of Shadow AI, the same pattern is [&hellip;]

Shadow AI Is the New Shadow IT