Data Practical Notes

Feb 5, 2025 · Industry Insights

Why Enterprise Performance Management Needs Reform: A Data-Driven PDCA Architecture

This article analyzes the stagnation of traditional enterprise performance management, identifies four core pain points — inconsistent KPI definitions, delayed information, difficult improvement tracking, and chaotic monitoring — and proposes a new platform architecture built on a PDCA cycle with three dedicated centers for KPI maintenance, warning management, and task tracking to enable real-time, data-driven performance governance.