Lakehouse context layers bridge the gap between raw Iceberg tables and AI agents that need business meaning.
ClickHouse has become the leading real-time analytics engine for AI agent workloads, with event-loop architectures that let agents query and act.
Metric catalogs define what terms mean. Composable analytics defines how terms combine, transform, and relate.
How goal-directed analytics agents decompose business questions into sub-tasks, execute action loops over Apache Iceberg tables, and use the lakehouse.
