This paper presents a flexible solution methodology for the capacitated vehicle routing problem with stochastic travel times
(CVRPSTT). One of the basic ideas of the methodology is to consider a vehicle working time lower than the actual maximum vehicle working time when designing CVRPSTT solutions. In this way, the working time surplus can be used to cope with unexpected congestions when necessary.