Biňasová, VladimíraMičieta, BranislavKasajová, MartaZuzik, Ján2025-12-0920251337-8996https://drepo.uniza.sk/handle/hdluniza/1351This paper focuses on the critical role of data as a key asset in the modern enterprise. The proposed approach involves the creation of an integrated data architecture that enables the collection, processing, analysis and visualization of real-time data from various industrial sources (e.g. IoT sensors, manufacturing systems, ERP). A key aspect is the application of advanced analytical methods, including machine learning, for predictive maintenance, quality optimization and energy consumption management.endigital processesindustrial data fabric solutionindustrial engineeringArticlehttps://doi.org/10.26552/tech.C.2025.4.3