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Architectures
Reference Architectures
Opinionated, context-scoped blueprints — capability layers with recommended technologies, alternatives, and the reasoning behind each pick.
Build a Lakehouse
Warehouse-grade analytics on open table formats over object storage, without warehouse lock-in.
11 layers
Last reviewed Jul 30, 2026
Real-Time Analytics
Event streams processed and served at seconds of freshness, powering customer-facing dashboards and APIs.
7 layers
Last reviewed Aug 2, 2026
Warehouse-First Analytics
Internal analytics on one managed cloud warehouse — load everything into it, model it there, serve BI from it.
7 layers
Last reviewed Aug 2, 2026