"All engineering is now knowledge management": new Ontology Pipeline book argues AI depends on it

teodorio · x · 2026-11-15

teodorio shares the new book Ontology Pipeline: A Framework for Knowledge Engineering with the take that all engineering is now knowledge and data management.

The book's pitch: enterprise data management is expanding into enterprise knowledge management, accelerated by AI — trustworthy AI needs context, shared meaning, trusted relationships, and the ability to organize vast unstructured knowledge. As AI becomes the primary interface to enterprise information, knowledge management becomes the foundation for trustworthy AI at scale.

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