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      Confluent enables observability across thousands of Kafka clusters, ingesting over 5M events per second.
      
      Ibotta cuts fraud detection costs 25% while enabling 30× more real-time observability users.
      
      Netflix monitors playback quality in real time, ingesting 2M events every second.
      
      Citrix processes 3B events daily with 99.9% uptime, powering observability and proactive threat detection.
      
      NTT provides real-time observability into one of the world’s largest global IP backbones
      
      The R&A delivers real-time observability at golf’s most prestigious global championships.
      
      See 30+ stories at the Success Center
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June 5, 2023,

Druid Architecture and Concepts

Ready to decouple your observability stack?
No workflow changes. No migrations. More data, less spend.

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Imply, the Data Layer for Observability, Security, and AI, empowers organizations to keep more data, search it faster, and spend less—without changing their tools. Founded by the original creators of Apache Druid®, Imply delivers cloud-native infrastructure trusted by leading enterprises worldwide.

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©2025. All rights reserved. Imply, the Imply logo, Imply Lumi and Polaris are either trademarks or registered trademarks of Imply Data, Inc. in the U.S. and/or other countries. Apache Kafka, Apache Druid, Druid and the Druid logo are either registered trademarks or trademarks of the Apache Software Foundation in the U.S. and/or other countries. All other marks and logos are the property of their respective owners.

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