How DataHub Cloud Generates a Semantic Index from Enterprise Query History

Authoring a semantic layer from scratch takes months and is outdated before it is done. DataHub Cloud’s Context Intelligence takes a different approach: it mines your existing query logs, BI dashboards, and dbt models to generate a semantic index automatically. This session shows how a generation run works and what it produces.

What you’ll learn

• How Context Intelligence selects the SQL queries that best reflect your organization’s real analytical patterns
• What a Context Document is and how it captures business intent, metric definitions, and validated join logic
• How to configure a generation run: scoping to a domain, setting cadence, and controlling auto-publish behavior
• How Conflict Detection surfaces cases where two teams compute the same metric differently and routes them for resolution