BestHub
Sign in
Tagged articles

metric standardization

4 articles · Page 1 of 1
Chen Xiaogong's Room
Chen Xiaogong's Room
Sep 28, 2026 · Industry Insights

From Plant Silos to Group Data Foundation: Cement Digital Architecture Evolution

This article traces the four-stage evolution of cement industry digital architecture — from isolated plant-level systems through system integration and single-plant data sharing to a unified group data foundation — detailing architecture layers, edge-vs-central capability split, data governance practices, AI readiness requirements, and a strangler-fig migration approach.

AI readinesscement industrydata architecture
0 likes · 27 min read
From Plant Silos to Group Data Foundation: Cement Digital Architecture Evolution
Data Integration and Governance
Data Integration and Governance
Mar 5, 2026 · Industry Insights

Why Data Metrics Clash and How Four Steps Can Fix Them

Inconsistent metric definitions cause confusion across finance, sales, and product teams, leading to mistrust and delayed decisions; this article outlines seven common mismatches and a four‑step framework—building a metric dictionary, establishing naming and definition standards, systematizing management, and assigning governance—to unify data metrics across an organization.

Process Managementbusiness intelligencedata governance
0 likes · 10 min read
Why Data Metrics Clash and How Four Steps Can Fix Them
Ctrip Technology
Ctrip Technology
May 27, 2021 · Big Data

Standardizing Metric Definition and Process Management in Data Governance: A Ctrip Finance Case Study

This article describes how Ctrip Finance tackled data governance challenges by adopting the OneData methodology to standardize metric definitions, unify data warehouse modeling, and systematize process management, ultimately improving data quality, reducing redundancy, and supporting rapid business growth.

Ctrip FinanceProcess Managementmetric standardization
0 likes · 16 min read
Standardizing Metric Definition and Process Management in Data Governance: A Ctrip Finance Case Study