A process that is carried out at the cellular level which results in the arrangement of constituent parts of a phagosome within a cell and contributes to apoptotic cell clearance. Phagosome maturation begins with endocytosis and formation of the early phagosome and ends with the formation of the hybrid organelle, the phagolysosome.