Building upon the developments of CTMQC from EF to treat processes beyond the BOA in electron-nuclear systems using trajectory-based on-the-fly dynamics , we propose here to extend the applicability of the algorithm to study situations beyond the cavity-BOA using coupled trajectories to describe the photon-nuclear dynamics under the effect of quantum-mechanical electrons.