Refine
Document type
- Bachelor Thesis (2)
- Conference Proceeding (1)
Language
- English (3) (remove)
Has full text
- No (3)
Keywords
- Process mining (3) (remove)
Course of studies
The primary purpose of this thesis is to examine if the implementation of process mining significantly impacts a company’s competitive advantage, what challenges organizations face during that process and while using the tool as well as to identify drivers for business value generation and for which purposes and in which areas process mining is applied along the value chain. Therefore, an exploratory case study was conducted based on ten in-depth expert interviews containing representatives of various industries.
Today’s business environment of uncertainty and increasing volatility demands for organizational resilience and adaptability. Businesses recognize the importance of effective process execution and management based on the necessity of process optimization in order to sustain competitive. Due to its universality of application and its ability to deliver ubiquitous value in ways that never have been possible before, process mining is gaining vast popularity across various domains.
Findings appear to show that process mining is seen as modern, innovative, and supportive means to gain transparency over processes’ complexity by facilitating the ease of identifying improvement areas on a holistic end-to-end perspective of a company’s value chain.
Thus, businesses use process mining to yield the creation of monetary and non-monetary values by deploying an iterative cycle of continuous improvement. Hence, value potentials are realized by transforming actionable insights obtained into suitable actions serving as enablement for value capture. Despite that, process mining impacts organizations on different levels, whereas such impacts potentially affect a company’s competitive advantage through several paths. The study further explores a variety of success factors consisting of antecedents for effective usage and drivers for consistent value creation of process mining. The analysis depicts moderating effects of success factors on several challenges, whereas organizational challenges clearly overweight technical’s. Ultimately, implications for further research and managerial actions are presented focusing on the organizational perspective of process mining.
The purpose of this thesis is to examine how process mining might enhance and benefit processes to increase the competitive advantage, while also examining the difficulties businesses are facing when implementing process mining and the purpose for which they have implemented it. Presentations of cases from various industries are backed up by in-person interviews with representatives of various businesses. The findings show that process mining is a tool that users highly recommend since it produces results that have never been seen before, regardless of the field in which it is used and regardless of their initial purpose for choosing such a concept. It also emphasizes the importance of the staff and people in putting a new idea into practice, as well as their obstacles embracing anything new.
Businesses that are competing for an advantage knock on many doors. The last ten years have seen many businesses of all kinds open their doors to process mining. A notion that identifies their shortcomings, provides them with room to grow and gives them transparency. One would assume that firms' focus is on keeping costs low in today's environment, where expenses climb enormously daily, therefore that's why they introduce innovative concepts. That may be true at first, but once the concept's genuine usefulness is realized, their focus is simple to change. Companies today recognize the need of process optimization if they wish to operate with a competitive edge and have a sound business plan. Until businesses decide to test the idea themselves, the network effect is important in such situations.
Since the concept hasn't been on the market for very long and not many companies have had experience with it thus far, it was observed that the results of the literature review with regard to the content of the interviews were practically comparable.
Finally, this paper provides recommendations for a transition from the conventional business models that firms are still using to more modern technical, data-based approaches. Only a broad analysis and conclusion are possible with the sample size of eleven companies and ten specialists.