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Data science & machine learning

Analytics engineering

The semantic layer and the metric definitions, so two dashboards stop disagreeing about revenue.

6–10 weeksTypical duration

The problem this solves

Three dashboards show three different revenue numbers and each of their authors can defend theirs.

What you receive

Artefacts you can hold, and that you can accept or refuse — never a list of activities.

  • One metric layer with each metric defined once and owned by a named person
  • The transformation project restructured into tested, documented models
  • The dashboards rebuilt on the metric layer, with the discrepancies explained
  • A contribution guide, so your analysts extend it correctly