New Tenable One AI Exposure release unifies AI discovery, governance and protection across cloud, SaaS, APIs and enterprise systems
Tenable Holdings has announced the general availability of Tenable One AI Exposure, a major expansion of its exposure management platform designed to bring full visibility and governance to the rapidly growing AI attack surface.
As organizations embed AI across applications, infrastructure, data workflows and identities, a new “AI Exposure Gap” has emerged an often-invisible layer of risk that security teams struggle to monitor or control. Many enterprises lack clarity on where AI is being used, what data it interacts with, and how AI-linked components connect within the larger attack surface.
Tenable One AI Exposure tackles this challenge by integrating AI discovery, contextual risk insight and governance into a single platform already used by global enterprises to manage cyber risk. It enables continuous discovery of AI usage across internal, cloud and external environments covering AI-driven applications, workloads, APIs, agents and SaaS platforms.
“AI exposure has become the newest, least visible frontier of cyber risk—and organizations need unified control.”
— Eric Doerr, Tenable
Key capabilities include:
• Unified AI visibility: Automated discovery of sanctioned and shadow AI across clouds, internal systems and external-facing assets.
• Context-rich exposure insight: Correlation of AI usage with infrastructure, identity and data flows to illuminate attack paths and prioritize threats by business impact.
• Actionable risk reduction: Remediation guidance, AI usage policy enforcement, misconfiguration fixes, reduced data exposure and audit-ready compliance reporting.
“Tenable One brings AI exposure out of silos and into a unified operational model for cyber risk where it can be seen, understood and reduced,” said Eric Doerr, Chief Product Officer, Tenable. “By connecting the dots between AI risk and larger business risk, Tenable gives security leaders the context needed to drive informed and proactive defense.”
Tenable’s leadership in AI-powered exposure management has been recognized by Gartner, which recently named the company a front‑runner in AI‑Powered Exposure Assessment and positioned Tenable as a Leader in the 2025 Magic Quadrant™ for Exposure Assessment Platforms.
