Standardization vs Business Relevance
Mandate a standardised outcome-measure core while allowing business-specific driver metrics to extend—not replace—that common backbone.
CyberTRIZ analysis · Benchmarking contradiction MDM006 · one of 8,235 worked contradictions published by CyberTRIZ.AI
Regulations
Business Context
Standardized measures allow comparison across functions, business units, regions, and organizations. Common definitions reduce reconciliation effort and support enterprise reporting. However, different businesses may create value through different processes and economic models. A measure appropriate for one operation can provide little insight in another. Increasing business-specific relevance through customized metrics can eventually destroy comparability.
Benchmarking TRIZ Resolution
The measurement architecture should combine standardized outcome measures with business-specific driver measures. Common indicators establish comparative performance, while specialized metrics explain how individual business models produce those outcomes. Custom measures should therefore extend rather than unnecessarily replace the standardized core.
Applicable TRIZ Principles
Principle 1 – Segmentation separates common benchmark metrics from business-specific explanatory measures.
Principle 3 – Local Quality adapts selected measures to the characteristics of each business.
Principle 6 – Universality maintains a common measurement backbone capable of supporting multiple operating models.
Expected Outcome
Greater enterprise comparability
Improved business relevance
Reduced proliferation of incompatible metrics
Better explanation of performance drivers
Decision Indicators
Early indicators include:
Business units reject standardized KPIs as irrelevant.
Customized metrics prevent cross-unit comparison.
Enterprise reports contain measures that local managers rarely use.
Similar outcomes are measured differently across businesses.
Standardization produces technically consistent but operationally weak conclusions.
Monitoring these indicators helps maintain common measurement without sacrificing business meaning.