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Executive Overview In an era where enterprise technology strategies are increasingly defined by the rapid adoption of artificial intelligence and real-time data processing, database infrastructure has evolved from a passive storage layer into the operational core of modern intelligent applications. As organizations migrate away from legacy architectures to support Retrieval-Augmented Generation (RAG), high-throughput vector queries,…