In this paper we introduce a notion of a group with causality, which is a natural generalization of a locality group, introduced by P. Clavier, L. Guo, S. Paycha, and B. Zhang. We also propose a generalization of the Hammerstein property, which characterizes a class of maps that intuitively would be described as local. All these abstract structures are then illustrated by concrete examples from classical and quantum field theory.