Is Artificial Intelligence Ready to Assess an Enterprise’s Financial Security?

Oleksandr Melnychenko

doi:10.3390/jrfm13090191

Is Artificial Intelligence Ready to Assess an Enterprise’s Financial Security?

Abstrakt

This study contributes to the literature on financial security by highlighting the relevance of the perceptions and resulting professional judgment of stakeholders. Assessing a company’s financial security using only economic indicators—as suggested in the existing literature—would be inaccurate when undertaking a comprehensive study of financial security. Specifically, indices and indicators based on financial or managerial reporting calculated at any particular point in time, provide only a superficial understanding—and may even distort the overall picture. It has also been suggested that expert assessment is the most objective method, although it has disadvantages related to individual cognitive limitations. These limitations are not particular to artificial intelligence, which could assess an enterprise’s financial security in a less biased way. However, by only imitating human behavior, it is not able to perceive and evaluate with intuition the dynamics of the company’s development and holistically assess the financial condition—despite the possibility of learning and forecasting—because artificial intelligence is not able to think and predict, which, in an enterprise, is the most important skill of a manager. Therefore, the risk of developing artificial intelligence to assess a firm’s financial security lies in a biased assessment of the enterprise’s activities in general—and its financial security in particular.

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Oleksandr Melnychenko dr hab.

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Wersja publikacji: Accepted albo Published Version
Licencja: otwiera się w nowej karcie

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Informacje szczegółowe

Kategoria:: Publikacja w czasopiśmie
Typ:: artykuły w czasopismach
Opublikowano w:: Journal of Risk and Financial Management nr 13,
ISSN: 1911-8074
Język:: angielski
Rok wydania:: 2020
Opis bibliograficzny:: Melnychenko O.: Is Artificial Intelligence Ready to Assess an Enterprise’s Financial Security?// Journal of Risk and Financial Management -Vol. 13,iss. 9 (2020), s.191-
DOI:: Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.3390/jrfm13090191
Weryfikacja:: Politechnika Gdańska