A knowledge model is broader than a single ontology or taxonomy. It combines the formal vocabulary (what things are and how they connect) with the codified methods and frameworks that turn that knowledge into action.
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Its purpose is to make organisational knowledge reusable. Instead of expertise living in slide decks and individual heads, it becomes a queryable asset. AI grounded in a knowledge model produces answers you can trace, not plausible text you have to check.