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.
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.