This article explains the sufficient requirements for a newly constructed stochastic space by Poisson-like matrices and weighted variable exponent sequence spaces of fuzzy functions, as well as the ideals of their operators, for the Kannan contraction operator to have a unique fixed point. Moreover, we investigate some examples and the numerous applications of solutions to Volterra-type summable equations of fuzzy functions.