We’ve heard it from so many of you: building and connecting a semantic layer is one of the most time-consuming, manual, and critical parts of your job. Starting from , and the tedious work of stitching thousands of columns to business terms is a major bottleneck. That's why we're so excited to introduce our new Semantic Model Generation and Semantic Mapping Agents . These AI-powered capabilities work in tandem to automate the creation and connection of your semantic layer. Semantic Model Generation Agent: Automatically creates a business-friendly semantic model from your physical data. Uses business context and technical metadata to automatically generate a new semantic layer of data entities and attributes, complete with descriptions and data classifications, and instantly establishes all the critical linkages. Semantic Mapping Agent: Provides intelligent, AI-powered suggestions to link your technical columns to your business glossary, dramatically boosting steward productivity. The agent uses advanced machine learning to provide accurate mapping suggestions that, upon acceptance, automatically create the final linkages, ensuring a complete connection from raw data to its business context. Together, these agents are designed to dramatically accelerate how you create and connect your semantic layer, freeing up your data stewards to focus on more strategic work. Get ready! This new capability will be available in Public Preview this November. Interested in learning more? Join our Product Premiere on October 30th for a detailed look at our latest exciting innovations.
