We show how holography gives a framework to reproduce aspects of kinetics in strongly coupled media. We develop a holographic prescription to compute the spectral function of (Bosonic/Fermionic) operators in non-equilibrium states. We apply this prescription to reproduce the expected oscillation of the holographic Fermi surface in states with hydrodynamic fluctuations about equilibrium.