Smart Sea Tide

Oct 31, 2025 · Big Data

Practical Guide to Building a Data Warehouse Metric System

The article analyzes common pain points in data‑warehouse metric management from business, technical, and product perspectives, outlines unified goals, defines a comprehensive model—including data domains, dimensions, atomic, derived, and composite metrics—and presents a step‑by‑step process for designing, implementing, and governing a scalable metric system.