Observability Pipeline: Managing Telemetry at Scale

This report is an explanatory overview of observability pipelines and how they help teams collect, process, enrich, filter, and route telemetry to reduce noise, cost, and compliance risk; it emphasizes the value of shifting detection earlier in the pipeline and presents SOC Prime’s DetectFlow as an example solution that runs Sigma detections on live Kafka streams using Apache Flink to pre-process and enrich events before they reach SIEMs.