I propose a "Semantic Mapping" engine for the Append, Merge, and Join tools. This engine would use Large Language Models (LLMs) to automatically align fields between different datasets.
Use Case / Workflow:
Current Workflow: When appending data from an outside contractor, I have to manually match ST_NAME to Street_Name, ZN_CODE to Zoning, etc.
Proposed Workflow: The user clicks "Auto-Map with AI." The tool looks at the field names and a sample of the data (e.g., checking if the values look like addresses) and automatically suggests the field pairings.
