David Balkcom, Principal EngineerWhen people first start exploring text analysis, they often land on a familiar visual: the word cloud. It is fast, intuitive, and useful for a rough first pass. But if your goal is to extract meaning, model relationship…
How abstraction, registries, and a clean CLI turn chaotic text into structured, queryable knowledge — without locking you into a single…Continue reading on Towards AI »
How ontology-based models give businesses the semantic foundation to scale AI, analytics, and decision-making consistently.Most organizations today are not struggling to collect data. They are struggling to make data mean the same thing across every sy…