AI Assets Need a Living Inventory
Identify the minimum fields needed for an AI asset inventory that supports security review and incident response.
AI asset inventory is the first security control most teams underbuild. CIS and NIST identify practices start from a simple premise: security decisions require a current view of what exists. AI systems hide in SaaS features, experiments, copilots, and automation scripts, so the inventory must cover more than deployed apps. What it is Track the model or vendor, owner, business purpose, data sources, retrieval stores, tool permissions, user groups, logging, and review cadence. A prompt with access to sensitive logs is part of the asset, not a harmless note. Why it works Inventory converts vague AI risk into reviewable units.…
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