Enterprise AI Needs Trusted Context

Enterprise AI is advancing quickly, but many initiatives still struggle with a familiar challenge: AI systems can access data, yet still fail to preserve the business meaning behind it. The issue is not a lack of value in enterprise solutions; it is that AI requires governed, machine-readable business context to produce reliable outcomes.

For Qlik customers, this is a natural extension of the value they already have. Qlik provides a trusted foundation of governed analytics, semantic definitions, and data access. Differentia Consulting’s VISEON Catalog (VCAT) extends that foundation into AI by translating Qlik business logic and enterprise data structures into context that AI systems can use consistently and accurately.