A Zero Trust Approach to AI Asset Inventory

In a Zero Trust architecture, the foundational rule is simple: “You cannot protect what you cannot see.” Organizations are rapidly adopting Artificial Intelligence, leading to a sprawling ecosystem of Large Language Models (LLMs), internal machine learning models, third-party APIs, training datasets, and vector databases. This rapid expansion creates two major security blind spots: Lack of Visibility: IT and Security teams often do not know what AI assets exist, where they a…