# Scaling AI Hinges on Enterprise Data Layer
The successful scaling of artificial intelligence systems within organizations depends critically on establishing a robust enterprise data layer, according to reporting from CIO Dive. The publication examines how companies must prioritize data infrastructure and management as foundational elements to support AI deployment and operations at scale.