A semi-automated approach for process improvement based based on process data, best practices and simulation
Fehrer, T., Fischer, D. A., Leemans, S. J. J., Röglinger, M., & Wynn, M. T. (2022). An assisted approach to business process redesign. Decision Support Systems read
Best practices document successful solutions to known problems. In process improvement, redesign patterns enjoy great popularity as best practices because they expand the solution space of redesign options. They describe ideas such as parallelizing sequential tasks, deleting unnecessary tasks, or terminating processes as early as possible to save time, reduce costs, increase quality, or enable flexibility. The figure below demonstrates, for example, the application of parallelization, for which there must be no dependencies between the data.
The basis for the application of redesign patterns is a process model and process improvement objectives. The application of the patterns then follows a repeatable scheme of four successive work steps, at the end of which new process models are created:
Techniques based on process data, algorithms, manual modeling or AI models can be utilized to (partially) automate the four work steps. This allows the generation of increasingly specific recommendations in four levels of automation (AL1-AL4), which can support users in process improvement.
In a design-oriented research approach, a prototype was developed to engage users with process domain knowledge. The prototype is a modeling environment for BPMN diagrams that suggests recommendations for redesign options and simulates what-if scenarios. The goal is to combine existing approaches and techniques into a systematic approach that already delivers value to practitioners today, while being continuously extensible. For this purpose, the prototype is based on a novel reference architecture.
During the evaluation of the approach and the prototype, close cooperation with practitioners was particularly valuable for the result: Eight interviews with experts from the academic environment and two preparatory case studies with five practitioners laid the foundation for an extensive case study with eight participants from the company KUKA. Under real-world conditions, three redesign options with a total of >35% time savings in a logistics process were identified in a workshop held there. The users considered the prototype useful.
Demo Video of aBPR
Patterns related to this reserach item:Explore Patterns