Exposure AI

Overview

Tenable One for AI Exposure, commonly referred to as Exposure AI, is a specialized security platform designed to identify, manage, and mitigate risks associated with artificial intelligence within an enterprise. As AI adoption accelerates, organizations face a growing "attack surface" involving shadow AI tools, unsecured generative models, and policy violations. Exposure AI provides the visibility and control necessary to secure this evolving digital landscape.

Key Features

• Shadow AI Detection: Automatically identifies unauthorized AI applications and shadow IT tools used across the network.
• AI AUP Enforcement: Helps organizations define, track, and enforce AI Acceptable Use Policies (AUPs).
• Risk Scoring: Prioritizes security risks based on the severity of AI vulnerabilities and exposure.
• Threat Intelligence: Leverages Tenable's global threat intelligence to identify emerging AI-related threats.
• Vulnerability Management Integration: Seamlessly integrates AI risks into the broader Tenable vulnerability management workflow.
• Visibility into LLM Usage: Provides insights into how Large Language Models are being utilized internally.

Use Cases

Securing Shadow IT and Generative AI Tools

Employees often use unapproved AI tools to speed up workflows, inadvertently leaking sensitive data. Exposure AI scans the network to detect these shadow applications, allowing IT security teams to block risky tools or enforce usage policies before a breach occurs.

AI Governance and Compliance

For compliance officers and CISOs, ensuring adherence to internal policies and external regulations (like GDPR or industry-specific AI standards) is critical. The tool automates the monitoring of AI usage, generating reports that demonstrate compliance efforts and policy adherence.

Streamlining AI Security Operations

Security teams often struggle with alert fatigue. Exposure AI focuses specifically on the AI attack surface, reducing noise by filtering out generic alerts and highlighting only high-risk AI exposures that require immediate attention.

Pricing & Plans

Exposure AI is typically sold as part of the Tenable One platform, which is an enterprise-grade solution. Specific pricing tiers are not publicly disclosed and require direct contact with the sales team for a quote. It does not offer a standard public free tier.

Integrations & Compatibility

The tool integrates deeply with the Tenable ecosystem, including Tenable.sc, Tenable.io, and Tenable.ot. It connects with standard network monitoring tools to identify active AI agents and integrates with existing SIEM systems to push security alerts.

Who Is It For?

This tool is designed for Chief Information Security Officers (CISOs), security analysts, IT managers, and compliance officers responsible for enterprise risk management. It is essential for any organization deploying AI technologies or allowing employees to use AI tools without strict oversight.

Limitations

• Complexity: Requires specialized security knowledge to configure detection rules and interpret risk scores effectively.
• Cost: As an enterprise security tool, it represents a significant investment and is likely unsuitable for small businesses or individual users.
• False Positives: Like many security scanners, it may flag legitimate business applications as shadow AI, requiring manual tuning and maintenance.
• Deployment Overhead: Setting up comprehensive visibility across a complex network can be time-consuming and resource-intensive.

Final Verdict

Exposure AI is a robust solution for organizations looking to gain control over the rapidly expanding attack surface created by AI adoption. While it requires a commitment to security governance and a budget for enterprise tools, it offers essential visibility and control for modern enterprises.