This session will present how Generative AI can be leveraged for metadata enrichment specific to the language of a specific corporation. We will share our experience in using foundation models for business term assignment and column description and table description generation. We will discuss some of the challenges faced in applying foundation models and generative AI to enterprise data and share our approach and experience in improving the quality and accuracy of generated metadata enrichments.