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Data Governance

Trust Every Metric. Govern Every Column.

Semantic layer with certified metrics, business glossary, star schema models, data quality monitoring, and retention policies — governance built into your analytics workflow.

Semantic Layer

Define unified star schema models with dimensions, measures, and relationships. One version of truth for all dashboards.

Certified Metrics

Certification workflow: Draft, In Review, Certified, Deprecated. Everyone uses the same approved metric definitions.

Business Glossary

Define business terms with descriptions, categories, and synonyms. Everyone speaks the same data language.

Data Quality

Auto-profiling with completeness, cardinality, and null reports. Quality scoring and anomaly detection on every dataset.

Semantic Models

One Version of Truth for Everyone

Build star schema models that define dimensions, measures, hierarchies, and relationships. Once defined, every dashboard references the same governed model — no more conflicting metrics.

Dimensions with drill-down hierarchies
Measures with formatting (currency, %, duration)
Join definitions with cardinality controls
Star Schema: Sales ModelFACT: Ordersrevenue, qty, discountDIM: CustomerDIM: ProductDIM: DateDIM: Region4 dimensions • 3 measures • All dashboards reference this model
Metrics

Certified Metrics Everyone Can Trust

Define metrics with a certification workflow: Draft, In Review, Certified, Deprecated. Five metric types: Simple, Ratio, Derived, Cumulative, and Window. With time intelligence built in.

5 metric types: Simple, Ratio, Derived, Cumulative, Window
Time intelligence: YTD, QTD, MTD, YoY, QoQ, MoM
Goal tracking with target values
Metric: Monthly Recurring RevenueCertifiedType: SIMPLE • Owner: Finance TeamDefinitionSUM(subscription_revenue) WHERE status = activeTime IntelligenceCurrent: $2.4M • MoM: +8.3% • QoQ: +22.1% • YoY: +67.5%Goal: $3M by Q4 2026 • Progress: 80%
Quality

Data Quality You Can Measure

Auto-profiling generates completeness, cardinality, null rate, and statistical summaries for every column. Quality scoring helps you identify and fix data issues before they reach dashboards.

Auto-profiling: nulls, cardinality, data types
Retention policies per organization
Export approval workflows for sensitive data
Data Quality Report: Sales DatasetOverall Quality Score94.7%COLUMNCOMPLETENESSCARDINALITYSTATUScustomer_id100%2,400 uniqueGoodemail97.2%2,333 uniqueFairphone82.1%1,970 uniquePoorAI Suggestion: Fill 429 missing phone numbers from CRM connector
Lineage

Trace Every Number to Its Source

Click any metric and watch the column light up — across every transform, every dashboard, every automation. Schema-impact pre-flight tells you which downstream artifacts a change would break before you save.

End-to-end column-level lineage
Pre-flight impact analysis on every change
Versioned metric history with diffs
Lineage · monthly_recurring_revenue Click a node to see what depends on it SOURCEstripe.subscriptions TRANSFORMsubs_active METRIC · CERTIFIED monthly_recurring_revenue Finance KPIs Board Pack Revenue Overview MRR Drop alert PRE-FLIGHT IMPACT Renaming this metric would affect 4 dashboards, 2 automations, 0 err
Use Cases

Governance for Every Organization

Enterprise
"Every department calculates revenue differently."

Metric Standardization

Certified metrics ensure one definition of revenue, churn, LTV across all teams. No more spreadsheet debates.

Regulated Industries
"We need to prove our data is governed for audit."

Compliance Documentation

Business glossary, retention policies, export approvals, and audit trails provide the documentation auditors need.

Self-Service Analytics
"How do we let teams explore data without breaking things?"

Governed Self-Service

Semantic models give teams pre-built dimensions and measures to explore safely. They can slice and dice without breaking the data model.

Govern Your Data with Confidence

Semantic layer, certified metrics, and quality monitoring — governance that empowers rather than restricts.

Free forever plan. No credit card needed.