Architecture

Enterprise AI fails at scale due to "Metadata Hell" and human cognitive limits when analyzing dozens of millions of annual complex documents. Discover the benchmark-validated, anti-inconsistency polyglot architecture that transforms operational risk into a reliable roadmap for guaranteed operational quality.

When your RAG app hits 5 million documents, simple PostgreSQL fails to scale and gets expensive. This article details the pragmatic migration to an affordable hybrid architecture to efficiently handle hundreds of millions of vectors.