This paper discusses the principal shortcomings of the deterministic network analysis techniques PERT and CPM, and describes a probabilistic approach that attempts to overcome these deficiencies through the use of statistical activity duration distributions and probabilities of completion. Reference is made to the PMS software package for the MS-DOS microcomputer environment which embodies the principles of the probabilistic approach.