Practitioners
From dashboard to decision system
Why displaying KPIs alone does not change organizational behavior.
A dashboard shows status. A decision system explains why change happened, what options exist and who acts next.
Four required layers
Shared metric definitions, trusted data, cause analysis and an action workflow must work together.
Value appears when time from detection to action falls and decision quality can be measured.