Why Modern BI Architectures Need More Than Just Star Schemas

Traditional star schemas still power many BI systems, but modern analytics workloads - large datasets, real-time dashboards, and high query frequency can create performance pressure. This article introduces a simple framework for understanding when dimensional models work well and when purpose-driven analytical tables can improve query performance and scalability in modern BI architectures.