Predictive Analytics in Financial Risk Management Harnessing Data for Enhanced Decision-Making

Author(s)	Aman Deep Singh
Country	United States
Abstract	In an era where data is the new currency, predictive analytics serves as a pivotal instrument in the arsenal of financial risk management. Utilizing vast data sets and advanced algorithms, financial institutions can not only foresee potential risks but also strategize effectively to mitigate them. This white paper explores the transformative role of predictive analytics, elucidating its core methodologies and practical applications within the realm of financial risk management. Through a comprehensive analysis, we illustrate how predictive analytics can enhance decision-making processes, thereby fortifying the stability and resilience of financial institutions.
Keywords	Predictive analytics, Financial risk management, Data-driven decision-making, Risk mitigation, Strategic planning, Stability, Resilience.
Field	Engineering
Published In	Volume 16, Issue 2, July-December 2025
Published On	2025-11-22
Cite This	Predictive Analytics in Financial Risk Management Harnessing Data for Enhanced Decision-Making - Aman Deep Singh - IJAIDR Volume 16, Issue 2, July-December 2025. DOI 10.71097/IJAIDR.v16.i2.1641
DOI	https://doi.org/10.71097/IJAIDR.v16.i2.1641
Short DOI	https://doi.org/hbf77g

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