Originally published at korixinc.com.



Measuring AI ROI requires a 5-layer framework: direct cost reduction (hours saved, errors reduced), revenue acceleration (faster decisions, better targeting), risk avoidance (compliance costs prevented), capability premium (things now possible that were not before), and compound effects (improvements that...