How many AI tools are running across your environment right now? If you are guessing at this number, and that worries you, you are in good company.
Figuring out how to gain AI visibility, and then control related risk, is arguably the number one priority in security right now. In fact, it’s the number one, two, and three priorities for organizations according to data from our 2026 Cybersecurity Assessment.
Have a look for yourself:
The 1,200 IT and cybersecurity professionals interviewed identified their top priority over the next twelve months as “Implementing comprehensive internal AI governance.” They ranked the second highest priority as “AI attack surface management for shadow AI” and the third highest priority as “Continuous monitoring of LLMs to prevent data leaks.”
Unfortunately, achieving these priorities is becoming a bigger task by the day, because your employees are adopting AI faster than you can see it. Regardless of that fact, these are critical objectives of the AI era, for every organization, even those with lean IT and security teams.
Think about how you currently track applications in your environment.
You probably have endpoint inventories, approved software lists, and tools that help you identify unauthorized applications. You've invested time and resources in understanding what's running across your organization.
But AI is changing the equation.
A developer might install an AI coding assistant. Someone in marketing could connect an AI tool to a productivity application. Another employee might start experimenting with an autonomous agent. Individually, these decisions may seem harmless. Collectively, they create an expanding attack surface that's difficult to understand using conventional discovery methods.
According to the 2026 Bitdefender Cybersecurity Assessment, 45% of respondents report having only partial visibility into the AI tools their workforce uses.
Now consider what that means for your own environment. If you can't see all the AI technologies being used, how can you evaluate their exposures, determine which ones need attention or establish appropriate controls?
You can't secure what you don't know exists.
Every new AI assistant, coding extension, or agent potentially creates another exposure to investigate, another configuration to evaluate, and another decision about acceptable use. And too many of them operate in the shadows of your environment.
You're already managing endpoint security, vulnerabilities, identity, compliance, incidents and whatever unexpected problem lands on your desk before lunch. Now you're expected to manage AI governance, too?
You don't have the budget or personnel to create an AI security team, but you do need to know what's happening, what matters, and what you can do about it.
There are five questions you should be able to answer about AI operating across your organization:
These are reasonable expectations and the same fundamental questions you've always needed to answer about your security environment. But discovering AI isn't the same as securing it. A long list of applications might tell you what exists, but it doesn't necessarily tell you what deserves your attention or what to do next.
You need visibility that leads to action.
I recently spoke with a customer of ours who discovered more than 100 unauthorized AI tools operating in their environment in about ten minutes. They had just deployed Bitdefender GravityZone AI Visibility and Control.
Here’s the one-minute version of that story:
We specifically designed AI Visibility and Control to help you discover AI technologies operating in your environment, understand relevant exposures, and take practical steps to reduce risk, without adding more complexity.
You’ll gain visibility into supported AI technologies that conventional software inventories may miss, such as browser-based assistants, developer extensions, local AI runtimes, and agent-related frameworks.
More importantly, you can use that visibility alongside existing GravityZone security capabilities to prioritize findings and apply appropriate controls. This will help you move from guessing and worried about AI running in your environment, to knowing what needs your attention.
Because effective cybersecurity should be measured by how effectively you're reducing risk.
Think about how much of your day is spent investigating unknowns.
An unfamiliar application appears. Someone asks whether a new AI tool is safe. Leadership wants to know how the organization is managing AI risk.
Without meaningful visibility, every question can become another research project. With better visibility, you can spend less time guessing and more time making informed decisions.
That won't eliminate every security challenge. But it can help you prioritize your workload, reduce unnecessary investigation, and feel more confident about the technologies operating across your environment.
Your employees will continue adopting AI. And now you can help them innovate without exposing the business to unnecessary risk.
AI is everywhere but now you can see it, understand the related risk, and take control, even if you are part of a lean or overstretched security team.
Discover how easily and quickly Bitdefender GravityZone AI Visibility and Control can help.