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“Taxonomy” sounds like the least exciting word in this whole conversation. It's also one of the things that determines whether your AI agents can be trusted. It's easy to treat taxonomy definition as a documentation task. Something to get through quickly before moving on to the “real” engineering work. That's a mistake. A taxonomy gives data elements across your organisation clear, consistent names and meanings. Without it, an AI model can end up working with a vocabulary tha