Implementation of artificial intelligence technologies in corporate finance: classification by spheres of activity
Open Access
Online Resource
Type Journal Article
Year 2022
Language English
Views 18
Downloads 0
Finance & Accounting

Implementation of artificial intelligence technologies in corporate finance: classification by spheres of activity

Tutueva Darya , Viktorova Natalya, Sayakbaeva Ayganysh
External / Open Access
2022 π-Economy DOI: 10.18721/JE.15601

Abstract

The article considers the meaning of artificial intelligence technologies, such as machine learning, deep learning, natural language processing plus robotic process automation and data analytics. This is done for understanding of AI technologies functions in their implementation in corporate finance of an enterprise. According to the literature review, machine learning is mainly used in reconciliation, validation, analysis, and forecasting; RPA and intelligence process automation – for KPI management, transaction processes and compliance; NLP – for speech and text recognition in different operations. Based on the analysis of the technological development prospects of the largest financial companies, consulting bodies, professional associations, and educational structures, such as ICAEW, CPA Australia, CPA Canada, ACCA and SigmaIQ, the relationship between AI technologies and business processes of such companies is systematized. A classification is proposed in relation to the introduction of AI technologies in the areas of corporate finance in the financial sector and specific tasks to be solved in each area. Namely, in the areas of: accounting (accounts receivable management, accounts payable control, reporting, financial planning and analysis), external finance processes, internal audit, forensic accounting and fraud detection, work of CFO. The main benefits of such technological implementation are also defined for three groups: efficiency, control and decision-making. Significance of the study is expressed in the most concrete classification of AI technologies implementation in corporate finance, which allows harnessing the benefits specified. However, the article does not cover such topics as prerequisites, problems of implementation and their solution, because these questions were discussed in previous articles of the authors. Future research could be viewed as description of real implementation evidence in business environment, complicated with constraints of the economic reality.
Full Title Implementation of artificial intelligence technologies in corporate finance: classification by spheres of activity
Primary Author Tutueva Darya
Co-Authors Viktorova Natalya, Sayakbaeva Ayganysh
Publication Type Journal Article
Year 2022
Journal π-Economy
Volume / Issue Vol. 15, No. 6
Category Finance & Accounting
Institution External / Open Access
Access Open Access
Added to Library March 24, 2026

Cite This Publication

APA
Tutueva Darya, Viktorova Natalya, Sayakbaeva Ayganysh (2022). Implementation of artificial intelligence technologies in corporate finance: classification by spheres of activity. *π-Economy*, 15(6), .
MLA
Tutueva Darya. "Implementation of artificial intelligence technologies in corporate finance: classification by spheres of activity." *π-Economy*, vol. 15, no. 6, 2022, pp. .
DOI
https://doi.org/10.18721/JE.15601