The digital transformation of business models plays a special role, because business models contain different elements, which can be digitally transformed. The complexity of production and logistics systems generates the demand for robust and error-resistant control options in the pursuit of corporate objectives. The control of production and logistics systems, especially, is often inadequately managed with methods of exact mathematical specifications alone. The objective of the following contribution is to define introduce a roadmap, including some examples for some instruments.