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Real-Time Data Pipelines: Moving Beyond Batch Processing

Real-Time Data Pipelines

Why Organizations Still Use Batch Jobs Most companies process data on schedules. You set a job to run at 11 PM. Data flows in. Warehouse updates. Tomorrow morning, reports are ready. It’s predictable. Infrastructure is stable. Your ops team sleeps. Then something breaks and you realize the entire decision-making apparatus runs 18 hours behind reality.

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