As a BI Manager
I want to understand what risk and challenges I will encounter
So that I know what I am getting myself into

Reducing your delivery timeframe down to 3 weeks, means you need to find ways to automate many of the repetitive development processes as well as have a robust data and content architecture to ensure everything goes into the right place and quickly.

There are a number of processes and templates I have found or developed that help you achieve these goals.






  • Data Engineering
  • Data Vault Modeling
  • Acceptance test–driven development
  • Data Reconciliation (Left/Right)
  • Standards Templates