Abstract: Methods, systems, and computer program products for generating automation recommendations for ad hoc processes are provided herein. A computer-implemented method includes obtaining workflow data comprising descriptions associated with one or more dynamic processes; creating event logs based at least in part on the descriptions; applying a graph extraction process to derive process flow graphs from the created event logs; generating embeddings of the process flow graphs, wherein the embeddings encode at least one of: one or more structural features and one or more attribute features of the process flow graphs; and identifying at least one of the process flow graphs to be automated based on the generated embeddings; and outputting the identified at least one process flow graph to at least one of: a user and a robotic process automation tool.