SBL Insights

Taxonomy Drift Is a Data Governance Problem, Not a Labelling One

Taxonomies are treated as configuration and behave like schema. A category renamed without a migration path silently splits a metric in two, and the dashboard keeps reporting a number that no longer describes the same thing.

Treating the taxonomy as a governed artefact — versioned, reviewed, with a documented migration for every change — costs very little and prevents the class of failure nobody notices until a quarterly review.

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