AI-Powered Financial Risk Management Transforming Administrative Functions Through Fintech and Advanced Analytics
Year: 2025
Type: article
Abstract: AI-driven financial risk management is fundamentally changing how organizations conduct financial oversight, modernizing traditional administrative roles through fintech advancements and sophisticated analytics.By incorporating artificial intelligence (AI) and machine learning (ML) algorithms, companies can automate intricate risk assessment tasks, facilitating real-time, data-informed decision-making.This evolution improves the precision and effectiveness of identifying various financial risks, including credit, market, fraud, and liquidity challenges.AI technologies are capable of analyzing extensive volumes of both structured and unstructured data, which enhances risk detection and provides predictive insights.In the realm of financial institutions, fintech solutions utilize these technologies to optimize operations, enhance compliance, and minimize human error, thereby strengthening governance structures.Furthermore, advanced analytics bolster this transition by offering predictive modeling, scenario analysis, and stress-testing functionalities, enabling organizations to foresee and address risks proactively.The integration of AI, fintech, and analytics allows businesses to refine portfolio management, improve forecasting accuracy, and lower operational expenses while enhancing resilience against financial disruptions.As the global financial environment grows increasingly intricate and dynamic, AI-enhanced risk management provides a strategic advantage by facilitating quicker responses to market fluctuations, ensuring compliance with regulations, and protecting against emerging risks.The advancement of financial risk management through AI and advanced analytics marks a significant transition towards more intelligent and proactive financial oversight, promoting both efficiency and sustainability in the face of changing financial landscapes.
Authors: Vignesh S, Dr. D. Kotteswaran
Language: English
Domain: Social Sciences
Open Access status: bronze
OpenAlex ID: W4410347205