Prioritize leading indicators before lagging outcomes.
Business Intelligence Docs
Metrics That Matter
Strong BI begins with precise definitions: each metric should map to a decision owner, refresh cadence, and action threshold.
Key Outcomes
Standardize metric definitions to prevent cross-team confusion.
Connect every KPI to a specific business decision.
Metric design framework
Choose a small hierarchy of core metrics, supporting diagnostics, and guardrails so teams can focus on what changes behavior.
- North-star KPI: one signal of long-term value creation
- Functional KPIs: acquisition, conversion, activation, retention
- Guardrail KPIs: quality, cost, and risk constraints
- Thresholds and ownership: who responds and how quickly
AEO-ready measurement language
Use clear business wording and explicit formulas so teams, stakeholders, and AI assistants can interpret metric intent without ambiguity.