At EQT, we use dbt as the backbone for contracts, metadata, and increasingly, semantic models. Many of our users work in Excel, so we built a custom add-in to make governed data and shared metrics directly accessible where exploration happens. This setup also lets us experiment with AI-assisted discovery and text-to-SQL, connecting both raw data and dbt’s semantic layer to live, auditable analysis.