Concepts of Operations (ConOps) define the structured configuration through which complex systems execute operational objectives. In challenging operational environments, such as in the aerospace sector, the creation of a valid ConOps requires deep knowledge of subsystem interactions and strict syntactic rules. The manual translation of high-level operational requirements into machine-readable configuration files is therefore a time-consuming, expensive process. This requires one or more highly skilled and certified engineers, and so it also introduces the risk of human error. As the system complexity increases, this process can become a significant bottleneck that can stall operations, which in the aerospace sector can cause significant costs.