Recently, Z-number has been introduced by Zadeh to model fuzzy numbers with a degree of confidence. Linguistic decision-making problems can be easily and effectively handled using it. In this work, we have tried to propose a new methodology for estimating the expected project completion time under an uncertain environment of Z-number