How to Improve Visibility Across Your Enterprise AI Ecosystem
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The article argues that enterprise AI adoption is advancing faster than AI governance, making visibility the foundation of effective security. It cites Cisco’s 2025 Cybersecurity Readiness Index, which found that 60% of organisations do not know the specific requests employees make to generative AI tools. The article describes shadow AI risks involving unsanctioned standalone tools, AI capabilities embedded in approved software, and autonomous agents. It says traditional security tools often fail because they were designed to track known software rather than AI behaviours and data flows. Recommended measures include continuous discovery and inventory, multilayered behavioural threat detection, and zero-trust access controls that restrict each agent to the permissions it needs. Darktrace is presented as an example of a platform using behavioural analysis across networks, cloud applications, email, operational technology systems and endpoints.
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