Designing the Cloud Data Foundation
Model dimensions for product, customer, cost center, and channel should be transparent to finance, with changes logged and reversible. Use versioned calculation logic to separate experimental scenarios from authoritative metrics. Tell us which dimensions you struggle to maintain, and we will suggest a pragmatic modeling pattern.
Designing the Cloud Data Foundation
APIs and ELT tools simplify ingestion from ERP, CRM, and shop-floor systems into a unified cloud warehouse. Incremental loads keep data current without overloading source systems. Curious about integration options? Subscribe for a vendor-agnostic checklist of connectors, scheduling tactics, and testing strategies.