Left uncontrolled, people describe the same thing many ways — "client," "customer," "account." A controlled vocabulary picks the authoritative term and records the alternatives that point to it. Everyone tags and searches against the same set.
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Controlled vocabularies are the building blocks of taxonomies and ontologies. They ensure that when a system or a person uses a term, it resolves to a known, shared concept rather than a guess.