Categories
Architecture

Medallion Architecture: What Goes Where?

Medallion architecture is the go-to for handling analytical data, particularly with the prominence of lakehouses in Databricks and Fabric. Whilst the layers are well defined, their definitions don’t tell you where particular tasks belong. So here I wanted to present my view from a more practical perspective of what goes into each layer. Layering Let’s start by […]

Categories
Architecture

Canonical Data Models Are a People Problem

Fragmented data estates usually share a trait – there’s no consistent representation of core business entities. It’s a common thread I’ve seen – system-centric entities and attributes, then another solution which recreates these in its own unique way. Different systems talking different languages make integrations messy and bespoke. It’s a technical mess, and it doesn’t […]