Metrics that survive a dashboard rebuild
Defining metrics once so reporting stays consistent as tools change.
CDI-Code
Data contracts in practice
Where contracts help producers and consumers, and where they add friction.
Choosing a data platform: the questions that matter first
A short framework for comparing platform options against workloads rather than feature lists.
From data strategy to delivery roadmap
Turning strategy statements into sequenced, measurable delivery.
Building a governance operating model that scales
How a federated governance model assigns ownership, decision rights and review cadence without slowing delivery.