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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">dt</journal-id><journal-title-group><journal-title xml:lang="ru">Цифровая трансформация</journal-title><trans-title-group xml:lang="en"><trans-title>Digital Transformation</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2522-9613</issn><issn pub-type="epub">2524-2822</issn><publisher><publisher-name>Educational Establishment “Belarusian State University of Informatics and Radioelectronics”</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.35596/1729-7648-2026-32-3-52-61</article-id><article-id custom-type="elpub" pub-id-type="custom">dt-1061</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ТЕХНИЧЕСКИЕ НАУКИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>TECHNICAL SCIENCES</subject></subj-group></article-categories><title-group><article-title>Стратегия цифровой трансформации организации на основе процессного подхода и технологий искусственного интеллекта</article-title><trans-title-group xml:lang="en"><trans-title>Digital Transformation Strategy for an Organization Based on a Process-Oriented Approach and Artificial Intelligence Technologies</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Борисевич</surname><given-names>А. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Borisevich</surname><given-names>A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Борисевич А.В., канд. экон. наук, зам. Председателя Правления</p></bio><bio xml:lang="en"><p>Borisevich A., Cand. Sci. (Econ.), Deputy Chairman of the Management Board</p></bio><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Борисевич</surname><given-names>С. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Borisevich</surname><given-names>S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Борисевич С.А., бакалавр экономики и бизнеса</p></bio><bio xml:lang="en"><p>Borisevich S., Bachelor of Economics and Business</p></bio><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Лукашевич</surname><given-names>М. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Lukashevich</surname><given-names>M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Лукашевич М.М., канд. техн. наук, доц. каф. информационных систем управления</p></bio><bio xml:lang="en"><p>Lukashevich M., Cand. Sci. (Tech.), Associate Professor at the Department of Management Information Systems</p></bio><email xlink:type="simple">lukashevichmm@bsu.by</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>ОАО «Банк БелВЭБ», г. Минск; Белорусский государственный университет информатики и радиоэлектроники, г. Минск</institution><country>Беларусь</country></aff><aff xml:lang="en"><institution>OJSC "Bank BelVEB"; Belarusian State University of Informatics and Radioelectronics, Minsk</institution><country>Belarus</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>ООО «ВЭБ Технологии», г. Минск</institution><country>Беларусь</country></aff><aff xml:lang="en"><institution>VEB Technologies LLC, Minsk</institution><country>Belarus</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Белорусский государственный университет, г. Минск</institution><country>Беларусь</country></aff><aff xml:lang="en"><institution>Belarusian State University, Minsk</institution><country>Belarus</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>02</day><month>10</month><year>2026</year></pub-date><volume>32</volume><issue>3</issue><fpage>52</fpage><lpage>61</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Борисевич А.В., Борисевич С.А., Лукашевич М.М., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Борисевич А.В., Борисевич С.А., Лукашевич М.М.</copyright-holder><copyright-holder xml:lang="en">Borisevich A., Borisevich S., Lukashevich M.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://dt.bsuir.by/jour/article/view/1061">https://dt.bsuir.by/jour/article/view/1061</self-uri><abstract><p>Рассмотрен процессный подход в контексте цифровой трансформации организаций. Проанализированы ключевые аспекты цифровой трансформации, искусственного интеллекта, машинного и глубокого обучения как инструментов для оптимизации и улучшения процессовых моделей. Представлена процессная модель в виде карты бизнес-процессов, выступающая основой для цифровой трансформации и обеспечивающая прозрачность управления, устранение дублирования функций и стандартизацию операций. Показано, что процессный подход может служить основой для эффективной реализации стратегии цифровой трансформации, способствуя повышению гибкости, устойчивости и конкурентоспособности компании.</p></abstract><trans-abstract xml:lang="en"><p>The process-based approach is examined within the context of organizational digital transformation. Key aspects of digital transformation, artificial intelligence, and machine and deep learning are analyzed as tools for optimizing and improving process models. A process model is presented in the form of a business process map, serving as a foundation for digital transformation while ensuring management transparency, the elimination of function duplication, and the standardization of operations. It is demonstrated that the process-based approach can serve as a basis for the effective implementation of a digital transformation strategy, thereby enhancing the company's agility, resilience, and competitiveness.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>цифровая трансформация</kwd><kwd>процессная модель</kwd><kwd>бизнес-процессы</kwd><kwd>цифровизация</kwd><kwd>машинное обучение</kwd><kwd>искусственный интеллект</kwd></kwd-group><kwd-group xml:lang="en"><kwd>digital transformation</kwd><kwd>process model</kwd><kwd>business processes</kwd><kwd>digitalization</kwd><kwd>machine learning</kwd><kwd>artificial intelligence</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Как будет формироваться экосистема цифровых решений для населения, бизнеса и государства? [Электронный ресурс] // Государственная программа «Цифровая Беларусь» на 2026–2030 годы. Режим доступа: http://www.pravo.by/novosti/novosti-pravo-by/2026/january/91833. Дата доступа: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">State Program "Digital Belarus" for 2026–2030. How Will the Ecosystem of Digital Solutions for the Population, Business and the State Be Formed? Available: http://www.pravo.by/novosti/novosti-pravo-by/2026/january/91833 (Accessed 11 February 2026) (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Государственная программа «Цифровое развитие Беларуси» на 2021–2025 годы [Электронный ресурс]. Режим доступа: https://www.mpt.gov.by/ru/gosudarstvennaya-programma-cifrovoe-razvitie-belarusi-na-2021-2025-gody-0. Дата доступа: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">State Program "Digital Development of Belarus" for 2021–2025. Available: https://www.mpt.gov.by/ru/gosudarstvennaya-programma-cifrovoe-razvitie-belarusi-na-2021-2025-gody-0 (Accessed 11 February 2026) (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Цифровая Беларусь. Какие задачи планируется решить за следующие пять лет? [Электронный ресурс]. Режим доступа: http://www.pravo.by/novosti/obshchestvenno-politicheskie-i-v-oblasti-prava/2025/december/91694/. Дата доступа: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">Digital Belarus. What Tasks Are Planned to Be Solved in the Next Five Years? Available: http://www.pravo.by/novosti/obshchestvenno-politicheskie-i-v-oblasti-prava/2025/december/91694/ (Accessed 11 February 2026) (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">McKinsey. What's Your Next Brilliant Move? [Electronic resource] / McKinsey. Mode of access: https://www.mckinsey.com. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">McKinsey (2026) What's Your Next Brilliant Move? Available: https://www.mckinsey.com (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Сибел, Т. М. Цифровая трансформация: как выжить и преуспеть в новую эпоху / Т. М. Сибел; пер. с англ. М.: Манн, Иванов и Фербер, 2020.</mixed-citation><mixed-citation xml:lang="en">Siebel T. M. (2020) Digital Transformation: How to Survive and Thrive in a New Era. Transl. from English by A. Lisitsyna. Moscow, Mann, Ivanov and Ferber Publ. (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Digitalization and Business Models: Where Are We Going? A Science Map of the Field / A. Caputo [et al.] // Journal of Business Research. 2021. Vol. 123. P. 489–501. DOI: 10.1016/j.jbusres.2020.09.053.</mixed-citation><mixed-citation xml:lang="en">Caputo A., Pizzi S., Pellegrini M. M., Dabić M. (2021) Digitalization and Business Models: Where Are We Going? A Science Map of the Field. Journal of Business Research. 123, 489–501. DOI: 10.1016/j.jbusres.2020.09.053.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Vial, G. Understanding Digital Transformation: A Review and a Research Agenda / G. Vial // The Journal of Strategic Information Systems. 2019. Vol. 28, No 2. P. 118–144. DOI: 10.1016/j.jsis.2019.01.003.</mixed-citation><mixed-citation xml:lang="en">Vial G. (2019) Understanding Digital Transformation: A Review and a Research Agenda. The Journal of Strategic Information Systems. 28 (2), 118–144. DOI: 10.18690/978-961-286-043-1.30.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Morakanyane, R. Conceptualizing Digital Transformation in Business Organizations: A Systematic Review of Literature / R. Morakanyane, A. Grace, P. O'Reilly // Proceedings of the 30th Bled eConference Digital Transformation – From Connecting Things to Transforming Our Lives. Bled, Slovenia: University of Maribor Press., 2017. DOI: 10.18690/978-961-286-043-1.30.</mixed-citation><mixed-citation xml:lang="en">Morakanyane R., Grace A., O'Reilly P. (2017) Conceptualizing Digital Transformation in Business Organizations: A Systematic Review of Literature. Proceedings of the 30th Bled eConference Digital Transformation – From Connecting Things to Transforming Our Lives. Bled, Slovenia, University of Maribor Press. DOI: 10.18690/978-961-286-043-1.30.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Options for Formulating a Digital Transformation Strategy / C. Matt [et al.] // MIS Quarterly Executive. 2016. Vol. 15, No 2.</mixed-citation><mixed-citation xml:lang="en">Matt C., Hess T., Benlian A., Wiesbock F. (2016) Options for Formulating a Digital Transformation Strategy. MIS Quarterly Executive. 15 (2).</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Van Veldhoven, Z. Best Practices for Digital Transformation Based on a Systematic Literature Review / Z. Van Veldhoven, J. Vanthienen // Digital Transformation and Society. 2023. Vol. 2, No 2. P. 104–128. DOI: 10.1108/DTS-11-2022-0057.</mixed-citation><mixed-citation xml:lang="en">Van Veldhoven Z., Vanthienen J. (2023) Best Practices for Digital Transformation Based on a Systematic Literature Review. Digital Transformation and Society. 2 (2), 104–128. DOI: 10.1108/DTS-11-2022-0057.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Diener, F. Digital Transformation in Banking: A Managerial Perspective on Barriers to Change / F. Diener, M. Špaček // Sustainability. 2021. Vol. 13, No 4. DOI: 10.3390/su13042032.</mixed-citation><mixed-citation xml:lang="en">Diener F., Špaček M. (2021) Digital Transformation in Banking: A Managerial Perspective on Barriers to Change. Sustainability. 13 (4). DOI: 10.3390/su13042032.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Прохоров, А. Цифровая трансформация. Анализ, тренды, мировой опыт / А. Прохоров, Л. Коник. М.: КомНьюс Груп, 2019.</mixed-citation><mixed-citation xml:lang="en">Prokhorov A., Konik L. (2019) Digital Transformation. Analysis, Trends, Global Experience. Moscow, KomNews Group Publ. (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Three Decades of Formal Methods in Business Process Compliance: A Systematic Literature Review [Electronic resource]. Mode of access: https://www.alphaxiv.org/abs/2410.10906. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">Three Decades of Formal Methods in Business Process Compliance: A Systematic Literature Review. Available: https://www.alphaxiv.org/abs/2410.10906 (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">A Visual Analysis of the Process of Process Modeling [Electronic resource]. Mode of access: https://www.alphaxiv.org/abs/1511.04055. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">A Visual Analysis of the Process of Process Modeling. Available: https://www.alphaxiv.org/abs/1511.04055 (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Representing, Simulating and Analysing Ho Chi Minh City Tsunami Plan by Means of Process Models [Electronic resource]. Mode of access: https://www.alphaxiv.org/abs/1312.4851. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">Representing, Simulating and Analysing Ho Chi Minh City Tsunami Plan by Means of Process Models. Available: https://www.alphaxiv.org/abs/1312.4851 (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Business Process Modeling Using a Metamodeling Approach [Electronic resource]. Mode of access: https://www.alphaxiv.org/abs/2504.01549. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">Business Process Modeling Using a Metamodeling Approach. Available: https://www.alphaxiv.org/abs/2504.01549 (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Digital Twins of Business Processes: A Research Manifesto [Electronic resource]. Mode of access: https://www.alphaxiv.org/abs/2410.08219. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">Digital Twins of Business Processes: A Research Manifesto. Available: https://www.alphaxiv.org/abs/2410.08219 (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">A Review of AI and Machine Learning Contribution in Predictive Business Process Management (Process Enhancement and Process Improvement Approaches) [Electronic resource]. Mode of access: https://www.alphaxiv.org/abs/2407.11043. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">A Review of AI and Machine Learning Contribution in Predictive Business Process Management (Process Enhancement and Process Improvement Approaches). Available: https://www.alphaxiv.org/abs/2407.11043 (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Process Modeling with Large Language Models [Electronic resource]. Mode of access: https://www.alphaxiv.org/abs/2403.07541. Date of access: 11.02.2026.</mixed-citation><mixed-citation xml:lang="en">Process Modeling with Large Language Models. Available: https://www.alphaxiv.org/abs/2403.07541 (Accessed 11 February 2026).</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
