Tenable One AI Exposure 2026 Release Notes

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These release notes are listed in reverse chronological order.

Deprecation notice: AI Exposure - Legacy is deprecated as of September 1, 2026. This guide describes the legacy environment and is retained for historical reference only. It will not receive further updates.

To continue using AI Exposure, you must use the new user interface. Reconnect to your AI platform and reconfigure your settings in the new environment. For setup instructions, see Connect Tenable One AI Exposure (Login required).

  • Until September 1, 2026: The legacy environment is fully supported, and data continues to be ingested into both the legacy and new environments.
  • September 1 – October 1, 2026 (Ingestion Freeze): The legacy environment will shift to read-only mode and stop ingesting new data. Access will remain available solely for reviewing historical data and exporting it.
  • Until September 25, 2026: If you require a full export of your historical data, please contact your Customer Success Manager to submit a request.
  • As of October 1, 2026: The Legacy AI Exposure application will no longer be available.

January 28, 2026

Tenable is excited to announce the availability of Tenable One AI Exposure as part of its product portfolio. Tenable One AI Exposure provides visibility and governance for your organization’s AI environment. This release introduces the following features to monitor AI usage, identify data leakage, and manage security risks.

Dashboard

The Dashboard page provides a comprehensive overview of your organization's AI footprint. It displays high-level metrics and visualizations to help you understand usage trends and the overall risk posture of AI applications at a glance. For more information, see Dashboard.

Issues

View all identified AI violations on the Issues page, where you can discover and remediate specific security gaps, policy breaches, or vulnerabilities detected within the AI environment. For more information, see Issues.

Explorer

Use the Explorer page to view and manage individual user sessions. This page helps you inspect the specific messages sent during sessions to identify potential data exfiltration or the sharing of sensitive information with AI models.

Session visibility also provides a broader context on how AI is used across the organization, including common topics and tasks, enabling deeper, more accurate analysis of AI security findings. For more information, see Explorer.

Policies

The Policies page allows you to view and manage specific security policies and exclusions. You can customize which AI behaviors the system flags as issues and which authorized activities the detection engine ignores. For more information, see Policies.

Inventory

Use the Inventory page to track all entities in your AI ecosystem. It provides a list of users, their deployed agents, and their AI memories. For more information, see Inventory.

Integrations

Use the Integrations page to connect your environment to external AI applications, such as ChatGPT and Microsoft Copilot. You can use these integrations to monitor application usage and ingest data from these AI providers.

You can also access the Integrations documentation by clicking the button in the upper-right corner of the Integrations page.

Note: The integration process can take several minutes to complete.

For more information, see Integrations.

AI Exposure Data in Tenable Exposure Management

Tenable One AI Exposure data is automatically integrated into Tenable Exposure Management, allowing you to view AI-specific assets, findings, and exposure cards in a single, unified interface.

This integration provides visibility into the risks introduced by generative AI tools and platforms within your organization. You can monitor AI assets and security findings alongside your traditional IT, OT, cloud, and identity exposures.

Tenable Exposure Management includes the following data from Tenable One AI Exposure:

  • AI-specific assets: View assets, including new AI agents with risk scores on the Inventory > Assets page.

  • AI findings: View findings with relevant information for analysis, including the issue origin, on the Inventory > Findings page.

  • AI Exposure Card: View a built-in exposure card for AI.

For more information, see the Tenable Exposure Management documentation.