Data work that supports the business
The goal is not warehouse complexity for its own sake. The goal is useful, trustworthy data infrastructure.
Product data layers
Event capture, integration streams, and operational models for product intelligence.
Analytics foundations
Data warehouses, transformations, and source-of-truth structures for decision-making.