Dashboard Use Cases/Data Quality & GovernanceBusiness Analyst

Can I get a dashboard tracking how many reports and queries use our semantic layer vs. raw tables, with adoption rate trends and a list of teams still querying raw tables directly?

Measures adoption of the semantic layer to ensure consistent metric definitions and identify teams that need migration support.

Metrics & KPIs

Semantic layer adoption %Queries via semantic layerRaw table queriesAdoption by team

Required Data

Query logssemantic layer referencesraw table queriesteam mappings

Data Sources

Data WarehouseEngineering Platform

Works with tools like

SnowflakeBigQueryRedshiftDatabricksClickHouseGitHubJiraLinearPagerDutyDatadog

How Bruin builds this

Bruin

Bruin AI Dashboards

Can I get a dashboard tracking how many reports and queries use our semantic layer vs. raw tables, with adoption rate trends and a list of teams still querying raw tables directly?

Bruin connects to your Data Warehouse, Engineering Platform and builds the dashboard automatically.

It visualises Semantic layer adoption %, Queries via semantic layer, Raw table queries and delivers a live, interactive dashboard in seconds, no SQL or configuration needed.

Bruin AI Dashboards

Dashboard use cases across every team, from executive reporting to engineering velocity, marketing funnels to financial planning. Describe what you need, get a live dashboard in seconds.

Business AnalystCEO/FounderCFO/Finance DirectorCustomer Success ManagerData AnalystEngineering ManagerHR/People ManagerOperations ManagerProduct ManagerSupport ManagerVP of MarketingVP of Sales

Build this dashboard in seconds

Describe what you need in plain English. No SQL, no drag-and-drop, no waiting.