Data Architecture

A reference architecture for exchanging governed data products through a lakehouse while keeping operational decisions local, transactional, and independently available.

Operational and analytical are not two architectures. They are the action and learning functions of one information ecosystem: applications observe and act, a shared substrate remembers and synthesizes, and knowledge returns to change the next decision.