This ebook explores why traditional semantic layers fail under modern data and AI workloads and presents a platform-native approach. It explains how inconsistent definitions create decision debt and undermine trust. The book advocates shifting business semantics directly into the data platform to ensure consistency across dashboards, notebooks, and AI agents. Core concepts include metric standardization, lineage, governance, and reuse. With practical examples, it demonstrates how a modern semantic layer enables faster decisions, scalable analytics, and trustworthy AI-driven insights.

Join for free to read