DIGITAL TRANSFORMATION OF INFORMATION AND ANALYTICAL SUPPORT OF MANAGEMENT PROCESSES IN MODERN ORGANIZATIONS IN THE CONTEXT OF GLOBAL DIGITALIZATION
Abstract
The topic of transforming the information and analytical support of organization management in the context of global digitalization is of great importance for the effective management of an organization. It contributes to the creation of efficient, transparent and adaptive management processes that provide competitive advantages in a dynamic digital environment. The study focuses on the introduction of new information systems for collecting, processing and analyzing data in real time. The study is based on the transformation of information and analytical support for the organization's management in the context of global digitalization, which includes: the use of advanced technologies such as artificial intelligence, blockchain, machine learning to automate data collection and analysis processes; integration of various data sources, which allows to obtain a complete picture of the organization's activities and external environment; the use of analytical tools for processing large amounts of data (Big Data), which allows for more accurate forecasts and identifying hidden trends; cloud technologies, which allow for increased mobility and efficiency of decision-making; automation of data collection, processing and visualization processes frees up human resources to perform strategic tasks. The analysis has shown that the data mining approach to business intelligence is becoming increasingly important in the modern world, where data is the basis for decision-making. This approach involves the use of various methods and technologies to collect, process, analyze and visualize data, allowing organizations to obtain valuable information and make informed decisions. It is concluded that the approach to data analysis as a method of business intelligence can help identify existing gaps in research and practice, and point to new areas for further study. The practical significance of the study is that digital technologies in the information and analytical support of organizations provide opportunities for more efficient management of organizations, active promotion of the principles of sustainable development in the context of global digitalization.
References
Величко К., Цибульська Е. Трансформація бізнес–моделей компаній: сучасні виклики та перспективи у цифровій економіці. Економіка та суспільство. 2023. Вип. 52. DOI: https://doi.org/10.32782/2524–0072/2023–52–393.
Voronkova V., Nikitenko V., Oleksenko R., Andriukaitiene R., Kharchenko Ju., Kliuienko E. Digital technology evolution of the industrial revolution from 4G to 5G in the context of the challenges of digital globalization. TEM Journal. 2023. Volume 12, Issue 2. P. 732–742. URL: https://www.temjournal.com/content/122/TEMJournalMay2023_732_742.pdf
Гупта Суніл. Цифрова стратегія. Посібник із переосмислення бізнесу. Київ : Вид–во «КМ–БУКС», 2020. 320 с
Дзямулич М.І., Шматковська Т. О. Вплив сучасних інформаційних систем і технологій на формування цифрової економіки. Економічний форум. 2022. Вип. 2. С. 3–8.
Дорожня карта з регулювання штучного інтелекту в Україні. Дія. URL: https://cms.thedigital.gov.ua/storage/uploads/files/page/community/docs/
Ivanova A., Petrov D. Utilizing Big Data for Enhanced Decision–Making in Business Management. International Journal of Data Analytics. 2023. Vol. 15. P. 145–162.
Кай–Фу Лі. Наддержави штучного інтелекту. Китай, Кремнієва долина і новий світовий лад. Київ : Форс Україна, 2020. 303 с.
Мінєнкова О.В. Аналіз сучасних аналітич-них методів управління діяльністю підприєм-ства. Бізнес Інформ. 2015. № 9. С. 415–420. URL: https://www.business-inform.net/export_pdf/business-inform-2015-9_0-pages-415_420.pdf
Петренко І.І. Типи, функції, інструментарій та принципи експертно-аналітичної діяльності. Вісник Київського національного університету імені Тараса Шевченка. Філософія. Політологія. 2012. Вип. 109. С. 61–66
Velychko K., Tsybulska E. (2023) Transformatsiia biznes–modelei kompanii: suchasni vyklyky ta perspek-tyvy u tsyfrovii ekonomitsi [Transformation of business models of companies: modern challenges and prospects in the digital economy]. Ekonomika ta suspilstvo, no. 52. DOI: https://doi.org/10.32782/2524–0072/2023–52–393.
Voronkova V., Nikitenko V., Oleksenko R., Andriukaitiene R., Kharchenko Ju., Kliuienko E. (2023). Digital technology evolution of the industrial revolution from 4G to 5G in the context of the challenges of digital globalization. TEM Journal, vol. 12, issue 2, pp. 732–742. Available at: https://www.temjournal.com/content/122/TEMJournalMay2023_732_742.pdf
Gupta SunIl (2020) Tsifrova strategiya. posibnik iz pereosmislennya biznesu [Digital strategy. A Guide to Rethinking Business]. Kiyiv : Vid-vo «KM–BUKS», 320 p.[in Ukrainian].
Dzyamulych M.I., Shmatkovska T.O. (2022). Vplyv suchasnykh informatsiynykh system i tekhnolohiy na formuvannya tsyfrovoyi ekonomiky [Influence of modern information systems and technologies on the formation of the digital economy]. Ekonomichnyy forum, no. 2, pp. 3–8.
Dorozhnia karta z rehuliuvannia shtuchnoho intel-ektu v Ukraini [Roadmap for regulation of artificial intelli-gence in Ukraine]. Diia. Available at: https://cms.thedig-ital.gov.ua/storage/uploads/files/page/community/docs/Дорожня_карта_з_регулюванняШІ_в_Україні_com-pressed.pdf (accessed 19.09.2024).
Ivanova A., Petrov D. (2023) Utilizing Big Data for Enhanced Decision–Making in Business Management. International Journal of Data Analytics, vol. 15, pp. 145–162.
Kay–Fu Li (2020) Nadderzhavi shtuchnogo intele–ktu. Kitay, Kremnieva dolina i noviy svItoviy lad Super–powers of artificial intelligence. China, Silicon Valley and the new world order [Superpowers of artificial intel–ligence. China, Silicon Valley and the new world order]. Kiyiv: «Fors Ukrayina». [in Ukrainian].
Minienkova O.V. (2015). Analiz suchasnykh anali-tychnykh metodiv upravlinnia diialnistiu pidpryiemstva [Analysis of modern analytical methods of enterprise activity management]. Biznes Inform, no. 9, pp. 415–420. Available at: https://www.business-inform.net/export_pdf/business-inform-2015-9_0-pages-415_420.pdf (in Ukrainian)
Petrenko I.I. (2012). Typy, funktsii, instrumentarii ta pryntsypy ekspertno-analitychnoi diialnosti [Types, functions, tools and principles of expert-analytical activ-ity]. Visnyk Kyivskoho natsionalnoho universytetu imeni Tarasa Shevchenka. Filosofiia. Politolohiia, vol. 109, pp. 61–66. (in Ukrainian)