Imply
Real-time analytics database company built around Apache Druid
About Imply
Imply was founded by creators of Apache Druid and offers commercial versions of the real-time analytics database as a managed cloud service and as self-managed software. It targets interactive analytics on streaming and batch data. Customers use it for product analytics, observability and operational dashboards.
Common use cases
- Product analytics
- Network observability
- Operational dashboards
- Real-time monitoring
Products and services
Imply Polaris
Managed Druid service.
Imply Hybrid and Enterprise
Druid deployments with vendor management or support.
Imply Lumi
Observability-focused offering.
Key features
- Apache Druid engine
- Sub-second queries
- Streaming ingestion
- High concurrency
- Time-based partitioning
- Multi-tenant access
Integrations
- Apache Kafka
- Amazon Kinesis
- Apache Iceberg
- Grafana
- Tableau
Imply alternatives
FAQs
What is Druid?
An open source real-time analytics database that Imply commercializes.
Is a managed service offered?
Yes, Imply Polaris.
What data does it ingest?
Streaming and batch data from sources such as Kafka and Kinesis.

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