Tenable One: Unified AI, Cloud & SaaS Security Governance
▼ Summary
– Tenable has released the Tenable One AI Exposure platform to unify AI protection, discovery, and governance across enterprise systems.
– The “AI Exposure Gap” is a significant risk where organizations lack visibility into AI usage, data access, and interconnected system exposures.
– The platform continuously discovers all AI, including sanctioned and shadow AI, across internal, cloud, and external environments.
– It provides contextual insights by correlating AI usage with infrastructure and data to prioritize risks and reveal potential attack paths.
– The solution enables actionable risk reduction through remediation, policy enforcement, and generating compliance evidence.
Tenable has launched the general availability of its AI Exposure capabilities within the Tenable One Exposure Management Platform. This release integrates AI security directly into a unified framework for managing cyber risk, providing organizations with the tools to govern, discover, and protect AI usage across their entire digital landscape. The platform now offers a consolidated view of security posture, encompassing SaaS applications, cloud services, APIs, and endpoint agents to address the complex challenges introduced by pervasive artificial intelligence.
A significant challenge for modern enterprises is the “AI Exposure Gap.” This term describes the often-invisible vulnerabilities that emerge as AI systems become deeply woven into business applications, infrastructure, and data flows. Many security teams struggle with a lack of visibility, unable to pinpoint where AI is deployed, what data it processes, who controls it, or how employees interact with it. This blind spot creates substantial unmanaged risk.
Tenable One addresses this by bringing AI-related risk into the same exposure management approach used for traditional IT and cloud assets. The platform delivers continuous discovery of AI tools across all environments, whether internal or external, on-premises or in the cloud. This provides security leaders with a risk-aware, comprehensive view of where AI operates, how it connects to other systems, and precisely where exposures are generated.
The enhanced capabilities focus on three core areas to close the exposure gap. First, it delivers unified AI visibility, continuously discovering both sanctioned and unsanctioned “shadow AI” across applications, workloads, APIs, and agents. This foundational insight clarifies where AI exists and how it is being utilized.
Second, the platform provides contextualized exposure insight. It correlates AI usage with underlying infrastructure, identity permissions, and data flows. This context reveals how exposure propagates across interconnected systems, helps eliminate irrelevant alerts, visualizes potential AI attack paths, and allows teams to prioritize risks based on actual business impact.
Finally, Tenable One enables actionable exposure reduction and governance. Organizations can reduce AI risk by remediating misconfigurations, securing exposed services, enforcing acceptable-use policies, and limiting unnecessary data exposure. The platform also generates audit-ready evidence to support governance and compliance requirements.
“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 at Tenable. He emphasized that by connecting AI risk to broader business risk, the platform delivers the critical visibility and context security leaders need for proactive defense.
(Source: HelpNet Security)
