DataFunSummit

Jul 30, 2026 · Industry Insights

Why Business Ontology Beats Large AI Models for Real-World Productivity

The article analyzes how industrial AI must first build a unified business ontology—mapping fragmented data about engines, parts, orders, and maintenance into coherent business objects—before large models can reliably turn insights into actionable decisions, using GE's J85 engine program as a concrete case study.