Why Enterprise AI Needs Knowledge Architecture, Not Just Vector Databases

For the last three years, almost every enterprise AI conversation started with the same recommendation: “Just build a RAG pipeline.”

Artificial Intelligence has entered a new era. Large Language Models (LLMs) are no longer experimental tools used only by researchers or early adopters. They are becoming an integral part of enterprise software, customer service, internal operations, software development, and business decision-making.

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