A metrics spine for the
entire company

Every number defined once, inside the shared model

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Write it once, read it anywhere

Point every chart at one governed definition, so the same question stops getting three different answers.

Settle on shared terms

Catalogue and annotate each measure, so there is one shelf anyone can browse before they start a query.