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Title:Analiza uporabe umetne inteligence v globalnih podjetjih sektorja FMCG
Authors:ID Sobočan, Aljaž (Author)
ID Sternad Zabukovšek, Simona (Mentor) More about this mentor... New window
Files:.pdf MAG_Sobocan_Aljaz_2026.pdf (3,55 MB)
MD5: 6101DC4C5199FB77776D874E5F4DA063
 
Language:Slovenian
Work type:Master's thesis/paper
Typology:2.09 - Master's Thesis
Organization:EPF - Faculty of Business and Economics
Abstract:Umetna inteligenca je postala ključni element digitalne transformacije globalnih podjetij, saj je spremenila analiziranje podatkov in operativne procese ter pomembno prispevala k strateškemu odločanju. V magistrskem delu smo podrobneje analizirali uporabo umetne inteligence v podjetjih, ki sta del sektorja hitro premikajočega se blaga za široko porabo, kjer tehnologije, kot so računalniški vid, napovedna analitika, generativni modeli in strojno učenje, omogočajo optimizacijo poslovnih procesov. Z analizo primerov uporabe umetne inteligence v podjetjih Unilever In PepsiCo smo ugotovili, da implementacija naprednih tehnologij izboljša učinkovitost na področju marketinga, razvoja, proizvodnje in logistike, kar omogoči, da sta se podjetji uspešneje in hitreje prilagajali glede na hitre spremembe trendov in povpraševanja na globalnem trgu. Obenem pa umetna inteligenca omogoči boljšo stroškovno in operativno učinkovitost, kar je v sektorju, ki je močno nasičen s podobnimi izdelki in močno konkurenco, ključno za ohranjanje konkurenčne prednosti.
Keywords:Umetna inteligenca, strojno učenje, avtomatizacija, napovedna analitika.
Place of publishing:Maribor
Publisher:A. Sobočan]
Year of publishing:2026
PID:20.500.12556/DKUM-97765 New window
UDC:004.8
COBISS.SI-ID:278918147 New window
Publication date in DKUM:21.05.2026
Views:305
Downloads:83
Metadata:XML DC-XML DC-RDF
Categories:EPF
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Licences

License:CC BY-SA 4.0, Creative Commons Attribution-ShareAlike 4.0 International
Link:http://creativecommons.org/licenses/by-sa/4.0/
Description:This Creative Commons license is very similar to the regular Attribution license, but requires the release of all derivative works under this same license.
Licensing start date:10.04.2026

Secondary language

Language:English
Title:Analysis of artificial intelligence implementation in global fmcg companies
Abstract:Artificial intelligence has become a key element of the digital transformation of global companies, as it has transformed data analysis and operational processes and significantly contributed to strategic decision-making. In this master's thesis, we analyzed the use of artificial intelligence in companies that are part of the fast-moving consumer goods sector, where technologies such as computer vision, predictive analytics, generative models, and machine learning enable the optimization of business processes. By analyzing the use cases of artificial intelligence in Unilever and PepsiCo, we found that the implementation of advanced technologies improves efficiency in the areas of marketing, development, production, and logistics, which allows companies to adapt more successfully and quickly to rapid changes in trends and demand in the global market. At the same time, artificial intelligence enables better cost efficiency and operational performance, which is crucial for maintaining a competitive advantage in a sector that is highly saturated with similar products and characterized by intense competition.
Keywords:Artificial intelligence, machine learning, automation, predictive analytics.


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