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Operational Analytics

3 articles · Page 1 of 1
Data Integration and Governance
Data Integration and Governance
Aug 6, 2026 · Operations

How to Build a Complete Data Metric System: A Step‑by‑Step Guide

The article explains why many companies only have a metric list, not a true metric system, and outlines a six‑step framework—defining goals, decomposing metrics along business chains, unifying definitions, mapping to data sources, ensuring data quality, and managing the full lifecycle—to turn numbers into actionable business insights.

Business IntelligenceData GovernanceData Metrics
0 likes · 13 min read
How to Build a Complete Data Metric System: A Step‑by‑Step Guide
DataFunTalk
DataFunTalk
Oct 27, 2025 · Big Data

How Kuaishou E‑Commerce Built a Powerful Data Metric System

This article examines Kuaishou's e‑commerce data metric system, explaining why such a framework is essential, how it was constructed, the practical product implementation, management practices, and lessons learned, while also addressing common data production, query, and usage challenges faced by product and engineering teams.

Data MetricsData ProductKuaishou
0 likes · 6 min read
How Kuaishou E‑Commerce Built a Powerful Data Metric System
AntTech
AntTech
Mar 22, 2018 · Operations

ConnectedInsight: From Data to Business Insight – A Case Study of Data‑Driven Operations

This article examines the gap between raw data analysis and actionable insight, describes the ConnectedInsight project that turns scattered reporting into a unified data‑product covering business description, diagnosis, forecasting and decision support, and demonstrates how productizing analytics drives efficient, data‑driven operations.

Business IntelligenceData ProductOperational Analytics
0 likes · 13 min read
ConnectedInsight: From Data to Business Insight – A Case Study of Data‑Driven Operations