Real-time analytics database for sub-second queries on streaming data.
Building scalable pipelines for real-time observability and monitoring.
Creating high-performance dashboards for interactive user-facing analytics.
Analyzing massive volumes of network telemetry and system logs.
Druid is not designed for high-frequency ACID-compliant transactional updates.
AI-powered tools that can replace or augment Apache Druid
As an open-source project under the Apache Software Foundation, Druid is free to use, though organizations should factor in significant costs related to self-managed infrastructure, cloud compute resources, and specialized engineering labor.