Functional Architecture of the Information System of Digital Transformation Management as an Operative Management Tool in a Permanently Changing Business Environment.

Modern digital transformation is a tool of strategic management and is designed to manage the complex modernisation of the enterprise in order to preserve and improve its competitiveness in a permanently changing business environment. At the same time, there is no end-to-end automation of production processes of planning and implementation of digital transformation, taking into account the impact of business environment variability, its monitoring and reaction to such changes. Approaches to digital transformation management lose their relevance, fail to keep up with changes in the business environment, do not take into account current trends, and new approaches require significant computational costs. These circum-stances make the task of digitalisation of the digital transformation management process in modern conditions urgent. The purpose of this study is to attempt to formulate the functional architecture of the information system of digital transformation management. The subject of the study is the process of digitalisation of digital transformation management of commercial enterprises. The study provides a brief analysis of modern approaches to the automation of digital transformation, substantiates the relevance of digitalisation of its management processes, defines the methods on the basis of which it should function, as well as the boundaries of its application, proposes a functional architecture and options for its implementation. The theoretical basis of the research consists of the works of domestic and foreign scientists, organisations in the subject area. The methodological basis of the research includes methods of system analysis and synthesis, economic-mathematical and organisational-economic modelling, optimal management, decision-making in conditions of uncertainty, expert evaluation of alter natives and other. Scientific novelty of the research consists in the definition of new principles of automation of management and implementation of digital transformation, which allow to respond to changes in the business environment, to predict their consequences timely and promptly. Practical value consists in the possibility of applying these principles in the implementation of digital transformation for the rapid recording and evaluation of changes in the external business environment, forecasting the consequences of such changes, comparing different trajectories of digital transformation (taking into account the prognosis), selecting the best option, improving the efficiency of digital transformation and, consequently, the overall efficiency of the business.

1. European Commission. Digital transformation in transport, construction, energy, government and public administration. Available at: https://ec.europa.eu/jrc/en/publication/eur-scientific-and-technical-research-219 (accessed: 10.04.2023).

2. Prokhorov A., Konik L. Tsifrovaya transformatsiya. Analiz, trendy, mirovoy opyt [Digital Transformation. Analysis, Trends, Global Experience], ed. 2. Moscow, KomN'yus Grup, 2019, 368 p.

3. Stepanov D.Yu. Tsifrovizatsiya i korporativnye informatsionnye sistemy, Korporativnye informatsionnye sistemy [Digitalisation and Corporate Information Systems], 2021, no. 4 (16). Available at: https://corpinfosys.ru/archive/2021/issue-16/121-2021-16-digitalizationerp (accessed: 06.06.2023).

4. Sebastian I., Mocker M., Ross J., Moloney K., Beath C., Fonstad N. How big old companies navigate digital transformation, MIS Quarterly Executive, 2017, no. 3, pp. 197–213.

5. ITU. Accelerating digital transformation: good practices for developing, driving and ac-celerating ict centric innovation ecosystems in Europe. Available at: https://www.itu.int/myitu/-/media/Publications/2018-Pub-lications/BDT 2018/Accelerating-Digital-Transformation.pdf (accessed: 24.03.2021).

6. OECD. Measuring the digital transformation: A roadmap for the future. Available at: https://www.oecd-ilibrary.org/sites/9789264311992-en/ (accessed: 19.03.2021).

7. SAP. Chto takoe tsifrovaya transformatsiya? [SAP. What Is Digital transformation?]. Available at: https://www.sap.com/cis/insights/what-is-digital-transformation.html (accessed: 12.04.2023).

8. Isaev R. Ot protsessnogo upravleniya k tsifrovoy transformatsii i IT-protsessam. Versiya 2.0. [From Process Management to Digital Transformation and IT Processes. Version 2.0]. Available at: https://www.businessstudio.ru/ articles/article/ot_protsessnogo_upravleniya_k_tsifrovoy_transformacii_isaev/ (accessed: 12.04.2023).

9. Bharadwaj A., Sawy O., Pavlou R., Venkatraman N. Digital business strategy: toward a next generation of insights, MIS Quarterly, 2013, no. 2, pp. 471–482. DOI: 10.25300/MISQ/2013/37:2.3

10. Potapova E.G., Poteev P.M., Shklyaruk M.S. (eds.). Strategiya tsifrovoy transformatsii: napisat', chtoby vypolnit' [Digital Transformation Strategy: Write to Execute]. Moscow, RANKhiGS, 2021, 184 p.

11. World Bank Group. Konkurentsiya v tsifrovuyu epokhu: strategicheskie vyzovy dlya Rossiyskoy Federatsii [Competition in the Digital Age: Strategic Challenges for the Russian Federation]. Available at: https://openknowl edge.worldbank.org/bitstream/handle/10986/30584/AUS0000158-RU (accessed: 24.03.2021).

12. Kochetkov E.P., Zabavina A.A., Gafarov M.G. Tsifrovaya transformatsiya kompaniy kak instrument antikrizisnogo upravleniya: empiricheskaya otsenka vliyaniya na effektivnost' [Digital Transformation of Companies as a Tool of Crisis Man agement: An Empirical Research of the Impact on Efficiency], Strategicheskie resheniya i risk-menedzhment [Strategic Decisions and Risk Management], 2021, vol. 12, no. 1, pp. 68–81. DOI: 10.17747/2618-947X-2021-1-68-81

13. Genkin A., Mikheev A. Blokcheyn. Kak eto rabotaet i chto zhdet nas zavtra [Blockchain. How it works and what awaits us tomorrow]. Moscow, Al'pina Pablisher, 2018, 592 p.

14. Minov A., Kiryushin S., Borisov E. Tsifrovizatsiya i tsifrovaya transformatsiya [Digitalisation and Digital Transformation]. Available at: https://4cio.ru/content/_os.pdf (accessed: 11.04.2023).

15. Tapskott A., Tapskott D. Tekhnologiya blokcheyn — to, chto dvizhet finansovoy revolyutsiey segodnya [Blockchain Technology Is What Is Driving the Financial Revolution Today]. Moscow, Eksmo, 2017, 448 p.

16. Kaplan R., Norton D. Strategicheskoe edinstvo. Sozdanie sinergii organizatsii s pomoshch'yu sbalansirovannoy sistemy pokazateley [Strategic Cohesion. Creating Organisational Synergy Through a Balanced Scorecard]. Moscow, Vil'yams, 2006, 384 p.

17. Porter M., Khappelmann Dzh. Revolyutsiya v proizvodstve [A Revolution in Manufacturing]. Harvard Business Review. Rossiya. Moscow, 2018, pp. 3–16.

18. Anderson Dzh.U. Luchshie praktiki vnedreniya SAP [Best Practices of SAP Implementation]. Moscow : Lori, 2014, 640 p.

19. Moborn R., Chan K. Perekhod k golubomu okeanu [Transition to the Blue Ocean], Moscow : Mann, Ivanov i Ferber, 2018, 336 p.

20. Kulapov M.N., Varfolomeev V.P., Karasev P.A. Tekhnologicheskie aspekty teorii upravleniya innovatsionnymi protsessami: sistemnyy analiz i podkhody k modelirovaniyu [Technological Aspects of the Theory of Innovation Process Management: System Analysis and Modelling Approaches], Drukerovskiy vestnik [The Drucker Bulletin], 2018, no. 3 (23), pp. 82–100.

21. Nikulin L.F., Demenko O.G. Chetvertaya paradigma» i menedzhment [The Fourth Paradigm and Management], Nauchno-analiticheskiy zhurnal «Nauka i praktika Rossiyskogo ekonomicheskogo universiteta im. G.V. Plekhanova» [Scientific and analytical journal “Science and Practice” of Plekhanov University], 2018, no. 1 (29), pp. 48–63.

22. Denisov I.V., Potapov R.A. Stanovlenie i razvitie menedzhera [Formation and growth of a manager, Nauchno-analiticheskiy zhurnal «Nauka i praktika Rossiyskogo ekonomicheskogo universiteta im. G.V. Plekhanova» [Scientific and analytical journal “Science and Practice” of Plekhanov University], 2017, no. 2 (26), pp. 28–33.

23. Kelli K. Neizbezhnoe. 12 tekhnologicheskikh trendov, kotorye opredelyayut nashe budushchee [The Inevitable. 12 Technology Trends That Define Our Future]. Moscow, Mann, Ivanov i Ferber, 2017, 352 p.

24. Lelu L. Blokcheyn ot A do Ya. Vse o tekhnologii desyatiletiya [Blockchain From A to Z. All About the Technology of the Decade]. Moscow, Eksmo, 2018, 154 p.

25. Khardidi S. Internet definition history. Available at: http://www.hpssociety.info/news/internet-definition-history.html. (accessed: 08.03.2023).

26. Vayl P., Vorner S. Tsifrovaya transformatsiya biznesa. Izmenenie biznes-modeli dlya organizatsii novogo pokoleniya [Digital Business Transformation. Changing the Business Model for a New Generation Organisation. Moscow, Al'pina Pablisher, 2019. Available at: https://hse.alpinadigital.ru/book/18612#login (accessed: 06.06.2023). Per. s angl.

27. Garifullin B.M., Zyabrikov V.V. Tsifrovaya transformatsiya biznesa: modeli i algoritmy [Digital Transformation of Business: Models and Algorithms], Kreativnaya ekonomika [Creative Economy], 2018, no. 9, pp. 1345–1358.

28. Orlovskiy V., Korovkin V. Ot nosoroga k edinorogu. Kak upravlyat' korporatsiyami v epokhu tsifrovoy transformatsii [From Rhino to Unicorn. How to Manage Corporations in the Era of Digital Transformation]. Moscow, Eksmo, 2020. Available at: https://cyberleninka.ru/article/n/tsifrovaya-transformatsiya-kompaniy-kak-instrument-antikrizisnogo-upravleniya-empiricheskaya-otsenka-vliyaniya-na-effektivnost/viewer (accessed: 06.06.2023).

29. Denisenko V.Yu. Monitoring effektov tsifrovykh produktov v usloviyakh tsifrovoy transformatsii promyshlennykh predpriyatiy [Monitoring the Effects of Digital Products Amidst Digital Transformation of Industrial Enterprises], Kreativnaya ekonomika [Creative Economy], 2021, vol. 15, no. 5, pp 1715–1724. DOI: 10.18334/ce.15.5.11

30. Urintsov A.I. Nekotorye aktual'nye voprosy sovershenstvovaniya sistemy upravleniya sub"ektom ekonomiki [Some Topical Issues of Improving the Management System of an Economic Actor], Aktual'nye voprosy upravleniya deyatel'nost'yu razlichnykh otrasley : materialy nauchno-prakticheskoy konferentsii [Topical Issues of Management of Activity of Various Fields : Materials of the Scientific-Practical Conference], 2006, pp. 7–10.

31. Urintsov A.I., Staroverova O.V. Instrumental'nye sredstva adaptatsii khozyay-stvuyushchikh sub"ektov k tsifrovoy ekonomike [Instrumental Means Of Adaptation Of Economic Actors To The Digital Economy]. Moscow, REU im. G.V. Plekhanova, 2019, p. 164.

32. Dneprovskaya N. Formirovanie innovatsionnoy sredy tsifrovoy ekonomiki [Formation of the Innovative Environment of the Digital Economy]: dr. ekon. sci. diss. Moscow, 2020.

33. Tsenzharik M.K., Krylova Yu.V., Steshenko V.I. Tsifrovaya transformatsiya kompaniy: strategicheskiy analiz, faktory vliyaniya i modeli [Digital Transformation in Companies: Strategic Analysis, Drivers and Models], Vestnik Sankt-Peterburgskogo universiteta. Ekonomika [St. Petersburg University Journal of Economic Studies], 2020, vol. 36, issue 3, pp. 390–420.

34. Zelenkov M.Yu. Kriterii i metody otsenki effektivnosti tsifrovizatsii upravleniya transportno-logisticheskimi sistemami [Criteria and Methods for Assessing Efficiency of Digitalization of Management of Transport and Logistics Systems], Trendy i upravlenie [Trends and Management], 2019, no. 2, pp. 76–90.

35. Ukolov V.F., Afanas'ev V.Ya., Cherkasov V.V. Klyuchevye effekty tsifrovizatsii i vozmozhnye poteri [Key Digitalization Effects and Possible Losses], Vestnik universiteta [University Bulletin], 2019, no. 8, pp. 55–58.

36. McKinsey&Company. How COVID-19 Has Pushed companies over the technology tipping point — and Transformed Business Forever. Available at: https://www.mckinsey.com/NotFound.aspx?item=%2fcapabilities%2fstrategy-and-corporate-finance%2four-insights%2fhow-covid-19-has-pushed-com-panies-over-the-technology-tipping-point-and-transformed-business-forever&user=extranet%5cAnonymous&site=website (accessed: 11.03.2023).

37. ITU. Digital transformation and the role of enterprise architecture. Available at: https://www.itu.int/pub/D-STR DIG_TRANSF-2019 (accessed: 10.04.2023).

38. Abdrakhmanova G.I., Bykhovskiy K.B., Veselitskaya N.N., Vishnevskiy K.O., Gokhberg L.M., Rudnik P.B. i dr. Tsifrovaya transformatsiya otrasley: startovye usloviya i prioritety : dokl. k XXII Aprel'skoy Mezhdunar. nauch. konf. po problemam razvitiya ekonomiki i obshchestva [Digital Transformation of Industries: Starting Conditions and Priorities : Report to the XXII April International Scientific Conference on the Problems of Development of Economy and Society]. Moscow, Vysshay shkola ekonomiki, 2021, 239 p.

39. Kafiyatullina Yu.N., Kurochkin D.A., Serdechnyy D.V. Printsipy tsifrovoy transformatsii biznesa v sovremennykh usloviyakh, part. 1 [Digital Business Transformation in Current Conditions. Part I]. Vestnik universiteta [University Bulletin], 2022, № 6, pp. 74–82.

40. Kurenkov A.L. Tsifrovizatsiya strategicheskogo planirovaniya na predpriyatiyakh korporativnogo sektora ekonomiki Rossii v usloviyakh permanentno izmenyayushcheysya biznes-sredy [Digitalisation of Strategic Planning at Enterprises of the Corporate Sector of the Russian Economy in a Permanently Changing Business Environment]. Moscow, REU im. G.V. Plekhanova, 2023, 112 p.

41. Kokuytseva T.V., Ovchinnikova O.P. Metodicheskie podkhody k otsenke effektiv-nosti tsifrovoy transformatsii predpriyatiy vysokotekhnologichnykh otrasley promyshlennosti [Methodological Approaches to Performance Evaluation of Enterprises Digital Transformation in High-Tech Industries], Kreativnaya ekonomika [Creative Economy], 2021, vol. 15, no. 6, pp. 2413–2430.

42. ScrumTrek. Issledovaniya Agile v Rossii — rezul'taty 2022 goda [Agile Research in Russia — results of 2022]. Availa ble at: https://agilesurvey.ru/report22?utm_campaign=agilesurvey_report22 (accessed: 19.04.2023).

43. Kurenkov A.L. Monitoring vypolneniya tsifrovoy transformatsii predpriyatiy kommercheskogo sektora ekonomiki v usloviyakh permanentno izmenyayushcheysya biznes-sredy [Monitoring the Implementation of Digital Transformation of Enterprises in the Commercial Sector of the Economy in the Conditions Constantly Changing Business Environment], Innovatsii i investitsii [Innovation & Investment], 2023, no. 11, pp. 538–541.

44. Kurenkov A.L. Otsenka effektivnosti tsifrovoy transformatsii predpriyatiy kommercheskogo sektora ekonomiki: sovremennye realii i osobennosti [Assessing the Effectiveness of Digital Transformation of Enterprises in the Commercial Sector of the Economy: Modern Realities and Features], Innovatsii i investitsii [Innovation & Investment], 2023, no. 9, pp. 134–137.

45. Kurenkov A.L. Predposylki k sozdaniyu i osnovnye podkhody metodologii upravleniya tsifrovoy transformatsiey kommercheskikh predpriyatiy [Prerequisites for the Creation and Main Approaches of the Methodology for Managing the Digital Transformation of Commercial Enterprises], Molodezh' XXI veka: obrazovanie, nauka, innovatsii : materialy X Mezhdunar. konf. aspirantov i molodykh uchenykh, Vitebsk, 8 dekember 2023 g. [Youth of the XXI Century: Education, Science, Innovations : Materials of the Xth International Conference of Postgraduates and Young Scientists]. Vitebsk, Vitebskiy gosudarstvennyy universitet im. P.M. Masherova, 2023, 290 p.

46. Kurenkov A.L. Produktovyy podkhod v planirovanii i upravlenii tsifrovoy transformatsiey predpriyatiy kommercheskogo sektora ekonomiki v usloviyakh perma-nentno izmenyayushcheysya biznes-sredy [Product Approach to Planning and Managing of Digital Transformation in Commercial Economy Sector], Innovatsii i investitsii [Innovation & Investment], 2023, no. 10, pp. 152–155.

47. Kurenkov A. L. Uchet vliyaniya izmeneniy kharakteristik produkta na effektiv-nost' tsifrovoy transformatsii predpriyatiy kommercheskogo sektora ekonomiki v usloviyakh permanentno izmenyayushcheysya biznes-sredy [Impact of Product Characteristics Changes on the Effectiveness of Digital Transformation in Commercial Economy Sector], Innovatsii i investitsii [Innovation & Investment], 2023, no.2, pp. 349–351.

48. Kurenkov A.L. Predposylki i napravleniya razvitiya informatsionnykh sistem planirovaniya i upravleniya tsifrovoy transformatsiey predpriyatiy kommercheskogo sektora ekonomiki [Digital Transformation Managing Information Systems Trends in Commercial Economy Sector], Innovatsii i investitsii [Innovation & Investment], 2023, no. 8, pp. 129–132.

49. Osipova N.A. Metody postroeniya dereva sobytiy i dereva otkazov [Methods of Building an Event Tree and a Failure Tree]. Available at: https://ppt-online.org/48768 (accessed: 15.09.2023).

50. GOST R 27.302-2009. Analiz dereva neispravnostey [Fault tree analysis]. Available at: https://meganorm.ru/ Data2/1/4293814/4293814089.htm (accessed: 15.09.2023).

51. ITExpert. Derevo otkazov kak metod strukturnogo analiza FTA. Primery vnedreniya [Failure tree as a method of structural analysis of FTA. Examples of implementation]. Available at: https://www.itexpert.ru/rus/biblio/detail.php?ID=16266 (accessed: 15.09.2023).

52. FMEA. Analiz vidov i posledstviy potentsial'nykh otkazov [FMEA. Analysis of the types and consequences of potential failures. Reference Manual]. Ssylochnoe rukovodstvo. Novgorod, Prioritet, 2012, 282 p. Per. s angl.