Overview of existing warehouse accounting technologies using artificial intelligence

Authors

  • A. Zhurba
  • Y. Modzalevskyi

DOI:

https://doi.org/10.34185/1562-9945-3-158-2025-15

Keywords:

artificial intelligence, logistics, management, inventory, warehouse accounting, online shopping, distribution.

Abstract

The modern pace of industrial development requires new approaches to solving logistics problems. To achieve the necessary effect of automation, rationally use artificial iteleect. IoT technologies and warehouse management systems (WMS). As well as just-in-time inventory management methods and VMI (Vendor-Managed Inventory), or “supplier-managed inven-tory”, allow to partially solve these issues. Each of the considered methods has its own advan-tages and disadvantages. Therefore, the optimal choice depends on the specific task. For the successful implementation of artificial intelligence in logistics, a comprehensive approach is required, which includes the development of a clear strategy for the implementation of artifi-cial intelligence, taking into account the goal, resources and potential risks. Continuous train-ing and improvement of artificial intelligence algorithms, in accordance with specific logistics tasks, data security and protection of confidential information, as well as the development of ethical principles of artificial intelligence that guarantee fairness, transparency and control. In this regard, further research, improvement and updating of strategies for the implementation of automated technologies for the effective development of artificial intelligence integration logistics processes and achievement of the set goal are relevant.

References

On approval of the Concept of the Development of Artificial Intelligence in Ukraine: Order of the Cabinet of Ministers of Ukraine dated 02.12.2020 №1556 r. URL: https://zakon.rada.gov.ua/laws/show/1556-2020-%D1%80#Text

Sayenko D. O., Kolisnyk T. P. Main directions for the application of artificial intelligence technologies in cybersecurity. Counteraction to cybercrime and human trafficking: collected materials of the international scientific practical conference (m. Vinnytsya, 31 trav. 2023 r.). Vinnytsya, 2023. S. 158—160. URL: https://dspace.univd.edu.ua/server/api/core/bitstreams/

a4964b25-1ca1-453a-b29b-96cfaf14d664/content.

Prospects for the application of artificial intelligence in logistics. URL: https://logist.fm/news/perspektivi-zastosuvannya-shtuchnogo-intelektu-v-logistici.

Artificial intelligence in logistics and freight transportation. [Electronic resource]. – https://logist.today/dnevnik_logista-uk/2019-12-22/iskusstvennyj-intellekt-v-logistike-i-gruzovyh-perevozkah-2/ (data zvernennya: 19.03.2025)

Reznik N. P., Rudenko S. V., Pylypchuk K. M. The main characteristics of the concept of logistics and supply chain management systems. Innovation and Sustainability. 2022. №3.

S. 95-102.

Automation and robotization of warehouses and logistics enterprises. [Electronic resource]. – Rezhym dostupu: https://sunone.com.ua/articles-uk/avtomatizaciya-ta-robotizaciya-skladu-i-logistichnih-pidpriiemstv/

Artificial intelligence in logistics and freight transportation. [Electronic resource]. – Rez-hym dostupu: https://logist.today/uk/dnevnik_logista/2019-12-22/iskusstvennyj-intellekt-v-logistike-i-gruzovyhperevozkah/

What Is The Difference Between VMI and Just In Time? [Elektronnyy resurs]. – Rezhym dostupu: https://www.bcepi.com/fasteners-101/vendor-managed-inventory-or-just-in-timeuel Transport. Challenging an Unconscious Bias in Logistics. https://fueltransport.com/challenging-unconscious-bias/

Poznyak, O., Melʹnyk, K. (2020). Logistic aspects of artificial intelligence in the manage-ment of strategic goods. Scientific view: economics and management, 3(69), 153–158. https://doi.org/10.32836/2521-666X/2020-69-25

Muzychenko, T., Skorba, O., Shevchuk, A. (2023). rtificial intelligence as a means of op-timizing business processes in electronic commerce. Akademichni viziyi, (25). https://doi.org/10.5281/zenodo.10081884

Kalʹchenko A.H. Lohistyka: Textbook. K. : KNEU, 2004. 284 s

Kyslyy V.M., Bilovodsʹka O.A., Olefirenko O.M., Smolyanyk O.M. Logistics: Theory and Practice: Textbook. K.: Tsentr uchbovoyi literatury, 2010. 360

Downloads

Published

2025-04-23