Query latency and cost matter for agents

ClickHouse Cloud · Fresh-data pathQuery-ready dataIngestserviceOrderedraw dataOrdered pre-aggregatedFreshdatacontinuouslyIn memoryOrderPre-aggregate + orderQuery engineQuerycomputeFastanswerscontinuously Ordering work Caught up Pre-aggregation work Caught up Scan work Less Aggregate work Less Latency & query cost ↓ Lower

One agentic task can trigger many database queries.

Efficient data preparation leaves less work per query, helping keep agent queries affordable.