Most enterprises want AI, but few are truly ready for it. The real blocker isn’t models, GPUs, or agents—it’s the semantic layer. Without a unified, governed meaning-layer that defines metrics, business logic, and relationships across data, AI struggles with accuracy, trust, and scale.

In this joint session, Hexaware will show how modern data platforms, governance, and cloud engineering make AI possible at scale. AtScale will demonstrate how a universal semantic layer creates a consistent business language across BI, analytics, and generative AI. Together, we’ll outline a practical blueprint for making semantics real—so enterprises can move from AI experiments to AI outcomes.”