F5 Workforce AI Security: The Guide to Securing AI at Work
F5 Workforce AI Security is designed to solve a growing enterprise security problem: employees are using AI faster than security teams can see, understand, and control it.
AI is no longer just a chatbot employees use to write an email.
Employees are using AI assistants, coding agents, AI applications, and agent tools that can access company data, call other tools, and take actions on their behalf.
That creates a new security question:
How do you secure AI when you don't know every AI tool your workforce is using?
That's where F5 Workforce AI Security comes in.
What Is F5 Workforce AI Security?
F5 Workforce AI Security is an agentless security capability from F5 designed to give organizations visibility and policy control over how employees and AI agents use AI.
Instead of relying only on endpoint software or asking employees to follow an AI policy, F5 says Workforce AI Security can discover AI activity through network traffic and provide controls around AI services, data, users, and agent actions. F5, Inc.+1
In simple terms:
F5 Workforce AI Security helps security teams see what AI is being used, understand how it is being used, and enforce rules around that usage.
That matters because you can't secure what you can't see.
Why Workforce AI Security Matters
The biggest problem isn't necessarily the AI tool itself.
It's uncontrolled AI use.
An employee might paste confidential information into a public AI service.
A developer might use an AI coding assistant with access to sensitive code.
An AI agent might be given permission to access an internal system.
A team might adopt an AI application that security never approved.
This is often called shadow AI.
F5 describes Workforce AI Security as a way to continuously discover sanctioned AI tools, private models, shadow AI, and other AI activity across the enterprise. F5, Inc.+1
How F5 Workforce AI Security Works
The basic idea is surprisingly simple.
1. Discover AI usage
First, organizations need to know which AI services their employees are actually using.
F5 says Workforce AI Security can passively identify AI services through network traffic without requiring another endpoint agent or browser extension. F5, Inc.
That can give security teams a much clearer picture of their AI footprint.
2. Understand what employees are doing
Knowing that someone is using AI isn't enough.
Security teams also need context.
Is the employee:
Writing code?
Summarizing documents?
Uploading files?
Asking questions about sensitive information?
Using an AI agent?
Calling an MCP server?
Performing another business task?
F5 says its platform can classify AI interactions by business intent, such as summarization or code generation. F5, Inc.
3. Protect sensitive information
One of the biggest AI security concerns is data leakage.
An employee could accidentally submit:
Customer information
Financial information
Intellectual property
Source code
Internal documents
Personally identifiable information
F5 says Workforce AI Security can inspect AI interactions and use inline redaction policies to prevent sensitive information from being exposed to public AI models. F5, Inc.
4. Control which AI services can be used
Not every AI service should necessarily have the same permissions.
Organizations may want different policies for different:
Employees
Departments
AI models
Applications
Data types
License tiers
Use cases
F5 says Workforce AI Security integrates with directory information and supports group-based policy controls. F5, Inc.
5. Control what AI agents can do
This is where AI security gets more interesting.
Modern AI agents can do more than generate text.
They can potentially call tools, access systems, manipulate data, and perform actions using permissions granted by their users.
F5 says Workforce AI Security can inspect and classify tool calls across MCP servers and supported agent tools, allowing organizations to apply policies before an action executes. F5, Inc.
That means the security question changes from:
"Which AI are employees using?"
to:
"What is the AI allowed to do?"
F5 Workforce AI Security and Shadow AI
Shadow AI is one of the biggest reasons organizations need AI visibility.
Employees don't always wait for IT to approve an AI tool.
They find a tool that helps them work faster and start using it.
The problem is that security teams may not know:
Which AI tools are being used
Who is using them
What information is being submitted
Why the AI is being used
Whether sensitive data is leaving the organization
Whether an AI agent has access to internal systems
F5 Workforce AI Security is designed around this visibility problem.
F5 says it can maintain an inventory of AI services, models, and agent tools in use across the workforce. F5, Inc.
F5 Workforce AI Security vs. Traditional AI Policies
A written AI policy can say:
"Do not upload confidential company information to public AI tools."
That's useful.
But a policy alone doesn't provide visibility.
Security teams still need to know whether the policy is being followed.
That's the difference between AI policy and AI enforcement.
A policy tells employees what they should do.
A security control can help organizations enforce what is actually allowed.
F5 Workforce AI Security is positioned as the enforcement layer, providing visibility, controls, logging, and policy enforcement around workforce AI activity. F5, Inc.+1
Key F5 Workforce AI Security Features
Here are the main capabilities to know.
AI discovery
Identify AI services being used throughout the organization.
AI inventory
Maintain a centralized view of AI services, models, and agent tools.
Usage insights
Understand how employees are interacting with AI, including prompts and data flows.
Sensitive-data protection
Identify sensitive information and apply policies such as redaction before data reaches an AI service.
AI access controls
Create policies based on users, groups, AI services, models, and other context.
Audit logging
Maintain records of AI interactions and policy decisions.
Agent action controls
Inspect AI agent tool calls and apply policies before actions are executed.
These capabilities are part of F5's broader AI Security Platform strategy. F5, Inc.+1
Why Agent Security Changes Everything
Traditional workforce security generally focuses on people.
AI introduces another layer.
Now an employee can give an AI agent permission to act for them.
For example:
Employee → AI agent → company system
The employee may be authorized to access the system.
But should the AI agent be allowed to perform every action that employee can perform?
That's an important distinction.
F5 describes this as AI operating with "borrowed authority" because agents can use permissions granted by their users to access enterprise data and systems. F5, Inc.
This is why workforce AI security is becoming more than simply blocking ChatGPT-style applications.
The focus is moving toward identity, intent, data, and actions.
Is F5 Workforce AI Security Agentless?
Yes.
F5 describes Workforce AI Security as an agentless offering.
Its product documentation says it can discover AI usage through passive network traffic analysis without requiring another endpoint client or browser extension. F5, Inc.
That's significant for organizations that don't want to deploy and maintain another security agent across every employee device.
F5 Workforce AI Security and the F5 AI Security Platform
Workforce AI Security isn't positioned as a standalone product disconnected from the rest of F5's AI security strategy.
It is part of the broader F5 AI Security Platform.
F5 describes that platform as covering AI workforce security as well as AI application security, including areas such as runtime protection, automated red teaming, agent security, data loss prevention, and AI governance. F5, Inc.
The basic model is:
Discover → Understand → Test → Protect → Govern
Workforce AI Security focuses heavily on discovering and governing AI use across the workforce.
Other F5 AI security capabilities address the applications, models, agents, and runtime environments themselves.
Who Needs F5 Workforce AI Security?
The technology is particularly relevant to organizations where employees are rapidly adopting AI but security teams need greater visibility and control.
That can include:
Large enterprises
Financial organizations
Healthcare organizations
Technology companies
Government organizations
Companies with sensitive intellectual property
Organizations using AI coding agents
Companies deploying enterprise AI agents
Businesses concerned about shadow AI
The underlying issue is the same:
AI adoption is moving faster than traditional security controls were designed for.
What Problems Can F5 Workforce AI Security Help Address?
F5 Workforce AI Security is designed to address several common enterprise AI security problems.
Problem 1: "We don't know which AI tools employees use."
Answer: AI discovery and inventory.
Problem 2: "Employees might send sensitive information to AI."
Answer: Data inspection, policy enforcement, and redaction.
Problem 3: "Different employees need different AI permissions."
Answer: Identity- and group-based controls.
Problem 4: "AI agents can take actions for employees."
Answer: Agent action inspection and policy controls.
Problem 5: "We need an audit trail."
Answer: Logging of AI interactions and policy decisions.
Problem 6: "We don't want another endpoint agent."
Answer: F5 positions Workforce AI Security as an agentless, network-based approach. F5, Inc.
The Simple Way to Think About F5 Workforce AI Security
Forget the complicated security terminology for a moment.
Think about it this way:
Employees are using AI.
AI is accessing data.
AI agents are starting to take actions.
Security teams need visibility and control.
F5 Workforce AI Security is designed to put security controls around that entire process.
That's the simple idea.
F5 Workforce AI Security FAQ
What is F5 Workforce AI Security?
F5 Workforce AI Security is an agentless capability within the F5 AI Security Platform designed to discover, monitor, and govern employee AI usage and AI agent activity. F5, Inc.+1
What is shadow AI?
Shadow AI refers to AI tools or services being used within an organization without necessarily being approved, inventoried, or governed by the organization's security or IT teams.
Does F5 Workforce AI Security require an endpoint agent?
F5 says Workforce AI Security uses passive network traffic analysis and does not require another endpoint client or browser extension for its AI discovery approach. F5, Inc.
Can F5 Workforce AI Security protect sensitive data?
F5 says the product can inspect AI interactions for sensitive information and apply inline redaction policies before sensitive data reaches public AI services. F5, Inc.
Can F5 Workforce AI Security control AI agents?
Yes. F5 says Workforce AI Security can inspect and classify supported agent tool calls, including calls involving MCP servers, and apply policies before actions execute. F5, Inc.
When is F5 Workforce AI Security available?
F5 announced that Workforce AI Security would become generally available beginning in October 2026. F5, Inc.
AI security isn't just about protecting an AI model anymore.
It's also about protecting how employees use AI.
As AI assistants and agents gain access to company information and business systems, organizations need to understand what AI is being used, what information is being shared, who is using it, and what actions AI can take.
That's the problem F5 Workforce AI Security is designed to address.
See the AI. Understand the AI. Control the AI.
For organizations trying to move from uncontrolled AI adoption toward measurable AI governance, that's a much simpler place to start.
Learn More
F5's official product information for F5 Workforce AI Security provides additional details on AI discovery, workforce visibility, sensitive-data controls, agent security, and governance. F5, Inc.
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