Software Engineering 3.0 Era

Jun 18, 2026 · Industry Insights

Why Business Ontology, Not Models, Is the Real Scarce Asset in Enterprise AI

The article argues that as large models become commoditized, the true bottleneck for enterprise AI shifts to building a clear, computable business ontology and the Forward Deployed Engineers who can translate chaotic business processes into actionable, governed systems, making ontology the most valuable strategic asset.