Stochastic particle systems arise in a variety of settings in mathematics and mathematical physics. I will speak about a new way to analyze the global limit behavior of such systems. It can be viewed as a certain version of a non-commutative Fourier analysis. The main sources of applications will be discussed: models of random tilings of planar domains, random matrices, and probabilistic models coming from representation theory.