The concept of monotonic stochastic processes was introduced by Skowronski [Aequationes mathematicae 44 (1992) 249–258]. In this paper, we introduce the concept of comonotonic stochastic processes. As an application, we propose the well-known Chebyshev type inequality for two comonotonic stochastic processes via the generalized mean-square stochastic integral.