Modern data pipelines must be continuous and extensible, processing data in near real time to avoid stale insights. They need cloud elasticity to scale resources instantly and cost-effectively. Isolated, independent compute resources prevent performance slowdowns when workloads compete. Democratized data access and self-service tools empower teams to build and manage pipelines without relying on IT, reducing bottlenecks. High availability and disaster recovery ensure data is protected and quickly restored during outages. These capabilities enable organizations to make faster, data-driven decisions and stay competitive.

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