Cloud & Data Engineering

Cloud Computing

Log Analytics Pipeline Modernization

Fragmented application logs made it hard to see what was happening across systems. We designed a cloud-native streaming pipeline that centralizes log ingestion, standardizes processing, and delivers real-time analytics, all on a scalable, cost-efficient architecture.

Amazon S3Notebook InterfaceConfluent Kafka, Kafka SQL (ksqlDB)Apache Flink
Log Analytics Pipeline Modernization

The Challenge

  • Application logs were scattered across services with no consistent schema or retention strategy.
  • Engineering teams needed real-time visibility into system health without slowing down producers.

Our Solution

  • A Kafka-based ingestion layer decoupling log producers from downstream processing.
  • Flink jobs standardizing, enriching, and routing log events at scale.
  • A cloud-native storage and query layer giving teams real-time dashboards and alerting.
Log Analytics Pipeline Modernization solution

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