This document discusses Pure Storage's log analytics data pipeline. It began with over 1,000 VMs and 100 file brokers processing 1.5-2 million events per second and 0.5-1 petabytes of data daily. Through decoupling compute and storage, the pipeline now uses 2,500+ VMs and 350+ file brokers to process more data and 120,000+ tests daily while maintaining a 5 second SLA. Decoupling allows each stage to scale independently and improves flexibility, efficiency, reliability and scalability to handle growth.