Workflow systems utilize a process model for managing business processes. The model is typically a directed graph annotated with activity names. We view the execution of an activity as a time interval, and present two new algorithms for synthesizing process models from sets of systems’ executions (audit log). A model graph generated by each of the algorithms for a process captures all its executions and dependencies that are present in the log, and preserves existing parallelism.