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Security Governance in AI Adoption for Oracle EBS and Fusion Applications

Disclaimer: No LLMs, vector databases, embeddings, or AI agents were harmed while writing this article. The views expressed are based on personal learning, real-world observations, hands-on experience, and discussions with customers, architects, and fellow practitioners. The Biggest Security Risk Isn't the LLM The biggest security risk in enterprise AI adoption is not the LLM, the vector database, or the AI agent. It is unrestricted access to enterprise knowledge. As organizations accelerate AI adoption, discussions frequently revolve around: Which LLM should we use? Which embedding model performs best? Which vector database should we standardize on? Should we build agents or copilots? While these are important technology decisions, they often distract from a more fundamental question: What business problem are we solving, and what information should the AI be allowed to access? In Oracle E-Business Suite (EBS) and Oracle Fusion environments, the answer to that question can have s...

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