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AI Discovery for Enterprise AI Visibility.

Discover the AI usage inside your organization. Scan from code to cloud to desktop to see all the usage, integration points and AI services being used.

Quick Facts:
AI Discovery

Get a clear understanding of your AI risk exposure in minutes, not months.

Schedule a Demo

Discover AI usage

Get a complete picture of AI activity across code repositories, cloud environments, APIs, and employee browsers

Create a centralized AI inventory

Maintain an up-to-date and complete inventory for visibility, governance, and audit readiness

Protect sensitive data

Detect AI usage involving PII and other regulated or confidential information

Identify Shadow AI

Find unapproved AI tools that create security and compliance risks

Monitor AI activity continuously

Automatically update your AI inventory as new models, tools, and integrations appear

Circular badge icon with a checkmark inside, symbolizing AI compliance or certification.

Support responsible AI governance

Get the insights needed to develop informed AI governance policies what won't stifle innovation or slow AI adoption

Complete AI Discovery

Identify all AI usage across all of your environments

Find AI from Code-to-Cloud

FireTail automatically scans code repositories, cloud environments (such as AWS, Azure, and GCP), and AI service providers (including OpenAI, Anthropic, and Hugging Face) to detect both authorized and unauthorized AI integrations. This process helps identify "shadow AI" and ensures full visibility into your AI ecosystem.

Monitor AI Usage across Browsers

Firetail’s browser plugin can be deployed in managed browser environments to capture employee browser-based AI usage with all leading providers. The FireTail plugin not only detects the usage, but logs this usage to your organization’s Firetail account, providing a centralized record including requests and responses.

Centralized AI Usage Inventory

Discovery is the first part of the process - if you don’t know about AI usage, you can’t know if it poses a risk to the organization. But once AI usage is discovered, it needs to be logged to a central inventory that information security teams can refer to in order to answer the question of “How is our organization using AI today?”

Continuous AI Usage Updates

Once in place, the FireTail integrations will monitor for all new and updated AI usage. If a new model begins to be consumed, FireTail will detect and discover this AI usage and bring visibility of this into the inventory. This ensures that you have an always up-to-date record of AI exposure right across your orgnization.

“We found all the AI usage we expected to find, but then so much more that we didn’t know about.”

CISO @ Leading Australian FinTech

Get Started

Identify and assess your entire AI inventory.

FireTail enables organizations to adopt AI safely, without sacrificing speed or innovation.

Shining a Light on
Shadow AI

Shadow AI - unauthorized use of AI tools within an organization - poses a serious risk to security teams by creating blind spots in visibility, control, and compliance. It can lead to data privacy violations, unvetted exposure of sensitive information, and increased vulnerability to AI-specific threats like prompt injection or data poisoning. Without oversight, these tools bypass risk assessments and disrupt incident response efforts, leaving organizations exposed to legal, financial, and operational damage.

Discover AI with FireTail

By combining multiple discovery techniques, FireTail brings unrivaled visibility to an organization's AI usage, from code to cloud to desktop. Multiple integrations and tools can be deployed quickly and easily, with zero friction and no agents required.

End-to-End AI Visibility

What FireTail Surfaces:

  • Shadow AI tools: Unapproved AI apps or services employees are using (e.g., ChatGPT, Copilot, Jasper).
  • Custom AI models: Internally built or fine-tuned models deployed in production or development environments.
  • Third-party AI APIs: Calls to services like OpenAI, Hugging Face, AWS Bedrock, etc., even if embedded deep in code or microservices.
  • AI in codebases: ML libraries or SDKs hidden in repositories (like TensorFlow, PyTorch, LangChain).
  • Sensitive data in prompts: Detection of regulated or confidential information (e.g., PII, PHI, credentials) being sent to AI models.
  • Improper model access: AI models lacking access controls or exposed to the public internet.

AI Discovery vs AI Logging

AI discovery identifies where AI is being used across an organization while AI logging captures detailed activity after usage is known. FireTail combines AI discovery with centralized AI logging to provide full visibility into both AI adoption and AI behavior.

AI Discovery dashboard of screenshoot from firetail
AI discovery and governance illustration showing a shield protecting AI systems, representing visibility

AI Discovery as the Foundation for AI Governance

Effective AI governance starts with understanding where AI exists. FireTail AI Discovery gives organizations the visibility needed to apply policies manage risk and govern AI usage with confidence.

Frequently Asked Questions About AI Discovery

Find answers to common questions about protecting AI models, APIs, and data pipelines using FireTail’s AI Security solutions

Can AI usage be tracked?

Yes. FireTail tracks AI usage across code, cloud environments, APIs, and browsers, giving organizations visibility into how and where AI tools and models are being used throughout the business.

How is AI usage detected?

FireTail detects AI usage through code scanning, cloud and API monitoring, and browser-level visibility, helping teams identify both approved and unapproved AI activity across employees and systems.

What is Shadow AI?

Shadow AI refers to unapproved AI tools or services used without organizational oversight. FireTail helps uncover Shadow AI to reduce security, compliance, and data exposure risks.

How can AI use be governed?

FireTail supports responsible AI governance by providing continuous visibility, centralized AI inventories, and monitoring tools that help organizations enforce policies and manage AI risk at scale.

Discover your AI exposure now

Start a free trial of FireTail today and get 14 days to discover AI usage right across your entire organization.