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Business intelligence environments are evolving rapidly as organizations seek faster insights, scalable performance, and unified governance. Legacy BI platforms, while foundational in earlier analytics initiatives, often struggle to meet modern demands for self-service analytics, real-time data access, and cloud-native scalability. As enterprises l