WMA Hub

A messy data model

If adding a new measure feels like defusing a bomb, the model is the problem, not you.

  • One huge flat table instead of facts and dimensions
  • Relationships that fight each other, ambiguous paths, inactive links nobody remembers
  • Measures scattered over tables, with names like "Measure 2 final v3"
  • No documentation, so only one person can change anything
  1. Assess Review tables, relationships, keys and measures against star-schema practice.
  2. Redesign Propose a target model and a safe migration order.
  3. Rebuild Implement the new model and repoint reports without changing the numbers.
  4. Document Model documentation and naming standards the team can keep using.

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