AI builds your semantic layer automatically. From raw BigQuery schemas, generates certified metric definitions, dimension hierarchies, business descriptions and dbt Semantic Layer YAMLs. 80% auto-generated, 100% consistent.
- Metrics: revenue, MAU, churn rate, LTV — with correct SQL and business rules
- Dimensions: customer, product, geography hierarchies with drill paths
- Descriptions: business-friendly explanations for non-technical users
- Certifications: data quality thresholds and freshness SLAs per metric
| Before (manual) | After (AI semantic layer) |
|---|---|
| 47 different "revenue" definitions | 1 certified definition |
| 3 weeks to add new metric | 4 hours |
| No business descriptions | 842 auto-generated |