Process only the changes
Streams and Tasks refresh analytical tables without repeatedly scanning the full event history.
DATABEND SOLUTIONS · USE CASE
From live events to business decisions
Ingest events and database changes, refresh metrics with Streams and Tasks, and query fresh data from independent SQL warehouses.
Land raw events, transform tracked changes, and serve fresh metrics without sharing ingestion compute.
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Streams and Tasks refresh analytical tables without repeatedly scanning the full event history.
Preserve evolving JSON in VARIANT and extract typed fields for frequent queries.
Scale dashboards and exploratory queries independently of continuous ingestion.
Test your complete ingestion-to-dashboard workflow in Databend Cloud.