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The constraint here is visibility.
Security teams cannot remediate AI exposures they have never inventoried, and the attack surface multiplies every time a developer spins up a model-connected tool outside the procurement process.
Tenable Holdings (NASDAQ: TENB) moved to address that on August 4, extending its Tenable One AI Exposure platform to cover Google Gemini alongside Anthropic Claude, OpenAI ChatGPT Enterprise, and Microsoft Copilot, while adding support for all major Model Context Protocol deployments and AI-native development environments including Cursor, Windsurf, and Trae, roughly doubling its coverage of sanctioned and shadow AI in a single release.
What the detection numbers actually show Tenable's own data frames the scale before the pitch does.
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