An estimate error may not be avoided when predicting future cash outcomes. The bounded interval estimate is a common allowance scheme to compensate for the inherent estimating error. We introduce the propagation of errors technique to evaluate capital investment alternatives with estimate errors. A number of examples are presented to show its adaptability in capital investment analysis. The results are then compared with other approaches.