  We consider systems of Brownian particles in the space of positive definite
matrices, which evolve independently apart from some simple interactions. We
give examples of such processes which have an integrable structure. These are
related to $K$-Bessel functions of matrix argument and multivariate
generalisations of these functions. The latter are eigenfunctions of a
particular quantisation of the non-Abelian Toda chain.
