Semantic layers critical for enterprise AI

The author argues that semantic layers are essential for enterprise AI because they provide shared meaning and business definitions, preventing agents from delivering confident answers to the wrong questions. While systems of record and data catalogs help locate data, semantic layers and knowledge graphs enable AI agents to understand business rules, policies, and relationships. Implementing these definitions ensures consistency and operational reliability as AI adoption scales across departments. Open article →