The scenario adds two user-controlled assumptions: the share of the annual baseline that may be avoidable and the hypothetical monthly solution cost. The prefilled values are editable examples, not provider-performance estimates or market benchmarks.
Modeled avoided cost = annual baseline × avoidable share
Annual solution cost = monthly solution cost × 12
Net benefit = modeled avoided cost − annual solution cost
ROI = net benefit ÷ annual solution cost × 100
Break-even cases = annual solution cost ÷ average baseline cost per dispute, rounded up
These outputs show what would need to be true for a scenario to pay for itself. They do not estimate how many disputes a particular provider will prevent or recover.