
dbt Semantic Layer
7.5#3 in semantic layer softwareFrom $100 a monthFree planWebAPIExtension
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| Fact | dbt Semantic Layer | Xophia AI Headless BI |
|---|---|---|
| Integrations | The product page says the Semantic Layer offers an API, the dbt MCP Server, and dozens of out-of-the-box integrations for BI, notebooks, spreadsheets, embedded analytics, and AI systems. | The product page lists Snowflake, BigQuery, PostgreSQL, SQL Server, dbt, Power BI, Looker, Tableau, REST/GraphQL, and MCP, while noting the exact adapter set is scoped during implementation. |
| Purpose | The Semantic Layer centralizes metric definitions on dbt models and automatically handles data joins for consistent use across downstream tools and applications. | Headless BI provides a governed semantic layer so dashboards, products, and AI agents can use shared business definitions. |
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The Semantic Layer suits data teams that need governed, consistent metrics for analytics, embedded applications, or AI use cases. It is for organizations already using dbt Starter or Enterprise accounts to define and query metrics.
It suits teams that need finance, operations, products, dashboards, and AI agents to share governed business metrics and definitions.