Semantic Layer And Metric Governance

Overview

Use this skill when the challenge is consistency of meaning, not just correctness of rows. It helps agents define shared metrics and dimensions so teams stop rebuilding conflicting logic in every downstream tool.

When to Use

• defining or changing business metrics
• introducing a semantic or metric layer
• standardizing dimensions and filters across teams
• governing high-value shared KPIs

Do not rely on ad hoc BI formulas when a metric needs cross-team trust.

Workflow