AI doesn’t have a data problem. It has a navigation problem.

The article argues that enterprise AI success depends less on acquiring more data or larger models and more on implementing a "navigation layer" of business context to ensure data reliability. By transforming passive metadata into active intelligence through contextual models, organizations can move beyond powerful platforms to create the trusted, meaningful pathways necessary for production-ready AI.