Agile Modeling of Production Price with Adaptive Precision

Authors

Anja Šketa
Institute of Mathematics, Physics and Mechanics
Andraž Čevka
Exoterm-IT d.o.o.
Dominik Jagodic
Exoterm-IT d.o.o.
Darja Šter
Exoterm-IT d.o.o.
Matija Rifl
Exoterm-IT d.o.o.
https://orcid.org/0000-0003-4816-9502
Drago Bokal
University of Maribor, Faculty of Natural Science and Mathematics
https://orcid.org/0000-0003-1196-5476

Synopsis

Digitalization and process optimization in companies are increasingly popular. However, only a small part of the overall promotion is dedicated to raising awareness of the actual models and accurately valued benefits of process optimization for businesses. Specific insights into the modelling process seem to be obscured by protecting competitive advantages. Methodology of assessment of their value or even just accurate savings are hard to come by. We present a successful case study of process optimization conducted at Exoterm-IT d.o.o. The foundation for process optimization is the calculation of the company's products production price. We present an iterative modeling process together with indicators of value added by growing model complexity in current and subsequent iteration. This process allows the company to compromise in accuracy vs. complexity of the model they apply for their decision making, as well as identifies relevance of the segments of production cost for possible optimisation.

Author Biographies

Anja Šketa, Institute of Mathematics, Physics and Mechanics

Ljubljana, Slovenia. E-mail: anja.sketa@imfm.si

Andraž Čevka, Exoterm-IT d.o.o.

Kranj, Slovenia. E-mail: andraz.cevka@exoterm.si

Dominik Jagodic, Exoterm-IT d.o.o.

Kranj, Slovenia. E-mail: dominik.jagodic@exoterm.si

Darja Šter, Exoterm-IT d.o.o.

Kranj, Slovenia. E-mail: darja.ster@exoterm.si

Matija Rifl, Exoterm-IT d.o.o.

Kranj, Slovenia. E-mail: matija.rifl@exoterm.si

Drago Bokal, University of Maribor, Faculty of Natural Science and Mathematics

Maribor, Slovenia. E-mail: drago.bokal@um.si

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Published

March 19, 2025

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

(Ed.). (2025). Agile Modeling of Production Price with Adaptive Precision. In 44th International Conference on Organizational Science Development: Human Being, Artificial Intelligence and Organization, Conference Proceedings (Vols. 44, pp. 891-910). University of Maribor Press. https://press.um.si/index.php/ump/catalog/book/962/chapter/332