Work

The critical impact of machine learning and artificial intelligence in financial modeling platforms for SMEs and financial institutions

Year: 2025

Type: article

Abstract: The rapid evolution of Machine Learning (ML) and Artificial Intelligence (AI) is transforming the landscape of financial modeling platforms. These technologies have significantly enhanced decision-making, risk assessment, and predictive modeling, offering unprecedented efficiency and accuracy. For Small and Medium-sized Enterprises (SMEs) and large financial institutions, AI-driven financial modeling provides deeper insights into credit risk evaluation, portfolio management, fraud detection, and investment strategies. This paper examines the critical impact of AI and ML on financial modeling platforms, exploring their role, benefits, challenges, and future prospects within the financial industry.

Source: International Journal of Science and Research Archive

DOI: 10.5281/zenodo.17034242

Authors: Oyirinnaya, Peter Chimee, Tachie-Menson, Emmanuel, Abereijo, Tawakalitu Omobolanle, Kessie, Joseph Darko, Chikezie, Chimdi Okechukwu, Ajayi, Oluwatosin Omotola

Institutions: Amazon (United States), Eastern Illinois University, Oregon State University, University of Bradford

Language: English

Topic: Artificial Intelligence Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W7079731789

FWCI:

Cites:

Cited by:

Related to: