THE IMPACT OF ARTIFICIAL INTELLIGENCE ON FINANCE: DRIVING INNOVATION, GROWTH AND RISK MANAGEMENT EXCELLENCE
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The integration of artificial intelligence (AI) into the financial sector represents the most significant paradigm shift in modern economic history, characterized by the convergence of advanced machine learning, massive data availability, and high-performance computing. This research paper evaluates the multifaceted impact of AI on finance, focusing on three core pillars: innovation in trading and banking, growth through operational efficiency, and excellence in risk management. By 2025, the global AI market in financial services is projected to exceed $35 billion, with generative AI (GenAI) alone poised to reach $358.4 billion by 2032, reflecting a CAGR of 39.8%. This study analyzes how high-frequency trading (HFT) now accounts for over 70% of U.S. equity trades, leveraging reinforcement learning to optimize alpha generation. Furthermore, it explores the democratization of credit through AI-driven scoring models, which have improved predictive accuracy by 15-25%, effectively integrating millions of "credit invisible" individuals into the formal economy, particularly in the Indian fintech ecosystem. The research highlights institutional case studies, such as JPMorgan Chase’s COiN platform, which processes 12,000 documents per second, saving 360,000 labour hours annually. In India, the implementation of YONO 2.0 by the State Bank of India has reached 80 million registered users, reducing customer acquisition costs to one-tenth of traditional methods. Despite these advancements, the paper addresses critical systemic risks, including algorithmic bias, which shows error rates of up to 20% in underrepresented datasets, and the necessity for robust regulatory frameworks like the EU AI Act and the Reserve Bank of India’s "Seven Sutras". The findings suggest that by 2030, agentic AI will transform banks into "10x" institutions, where autonomous agents manage cross-functional reasoning, yielding over $1 trillion in additional value for the global banking sector.
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21.Diptesh Suhas Jalvi.pdf
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