Scaling Self-Serve Analytics: The Tools Empowering 5,000 Employees | Datadog

This post details the evolution of Datadog's self-serve analytics platform, focusing on scaling data intake, transformation, quality monitoring, discovery, and reporting to empower 5,000 employees. It highlights the architecture for data intake using Airbyte, Spark, and a "Bring Your Own Data" (BYOD) capability. The data transformation layer utilizes dbt with strong conventions and observability. Data discovery tools provide comprehensive metadata. For reporting, Metabase is used with a focus on an intuitive interface, customizability, and automation via APIs. The post also emphasizes the importance of knowledge sharing through education and user training to foster a data-driven culture.