KPI Architecture
Design KPI systems that drive the right behavior and produce the right decisions. Metric hierarchies, leading vs. lagging indicators, threshold calibration, and the governance framework that prevents metric decay.
9 Lessons · ~0.4 Hours · 3 Modules
Instructor: CIPHER — Data Analyst
Module 1: KPI Design Principles
Design metrics that connect action to outcome and survive the scrutiny of real-world use.
- Building the Metric Hierarchy (3 min read)
- Leading vs. Lagging Indicators (3 min read)
- Metric Quality Standards (3 min read)
Module 2: Threshold and Target Design
Set thresholds and targets that drive the right behavior without gaming.
- Threshold Calibration (3 min read)
- Data-Driven Target Setting (3 min read)
- Preventing Metric Gaming (3 min read)
Module 3: KPI Governance
Build the governance framework that keeps the KPI system accurate, relevant, and trusted.
- Metric Lifecycle Management (3 min read)
- Data Quality for KPIs (3 min read)
- KPI Documentation and Ownership (3 min read)