Tenable Holdings, the exposure management company, announced Tenable One AI Exposure general availability, the release of a major advancement that takes the Tenable One Exposure Management Platform one step further to integrate AI protection, discovery, and usage governance throughout the enterprise. The product allows companies to handle AI risks for SaaS apps, cloud services, APIs, and AI agents in one, single unified structure.
AI is becoming a key part of business operations. This shift leads to what Tenable calls the “AI Exposure Gap.” This gap is a hidden risk that affects applications, infrastructure, identities, agents, and data. Many companies struggle with security teams not knowing where AI is used. They lack insight into the data and processes AI interacts with. It’s also unclear who owns or accesses it and how it’s being utilized. This lack of insight makes AI-driven risk difficult to identify, assess, and control.
Tenable tackles this challenge by applying its trusted exposure management method to AI. With Tenable One AI Exposure, organizations can handle AI risk using the same approach they use to lower cyber exposure. The platform always spots AI usage, whether it’s on-site or in the cloud. This gives a complete, risk-aware view of how AI connects and where exposure occurs.
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Key capabilities of Tenable One AI Exposure include:
Unified AI visibility: Discover both sanctioned and shadow AI in internal, cloud, and external environments. This includes applications, workloads, APIs, and agents. It helps identify where AI exists, how it’s used, and where exposure starts.
Contextualized exposure insight shows how AI use links to infrastructure, identities, and data. This helps reveal connected risk paths. It reduces alert noise and prioritizes AI-related risks based on real business impact.
Actionable Exposure Reduction and Governance: Practical ways to reduce AI risk include:
Fixing misconfigurations
Closing exposed services
Enforcing acceptable-use policies
Limiting data exposure
Creating audit-ready evidence for compliance and governance
“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 the larger business risk, Tenable delivers the visibility and context security leaders need for informed proactive defense.”
Industry analysts have also recognized Tenable’s leadership in this space. Gartner recently named Tenable the company to beat for AI-Powered Exposure Assessment in its Gartner report on the AI Vendor Race. According to the report, “Tenable achieved its front-runner status in EAP by not only leveraging its long-standing dominance in vulnerability assessment but also combining its strong asset and attack surface discovery capabilities, support for third-party telemetry ingestion and AI.”
In addition, Tenable was named a Leader in the inaugural 2025 Gartner® Magic Quadrant™ for Exposure Assessment Platforms, positioned highest for Ability to Execute and furthest to the right for Completeness of Vision—further validating its approach to unified exposure management in an increasingly AI-driven threat landscape.