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Generative AI in Banking Financial Services and Insurance [electronic resource] : A Guide to Use Cases, Approaches, and Insights / by Anshul Saxena, Shalaka Verma, Jayant Mahajan.

By: Contributor(s): Material type: TextPublisher: Berkeley, CA : Apress : Imprint: Apress, 2024Edition: 1st ed. 2024Description: IX, 346 p. 11 illus. online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9798868805592
Subject(s): Additional physical formats: Printed edition:: No title; Printed edition:: No title; Printed edition:: No titleLOC classification:
  • Q334-342
  • TA347.A78
Online resources:
Contents:
Part 1: Introduction to Generative AI -- Chapter 1: Evolution of Generative AI -- Chapter 2: Technologies Behind Generative AI -- Chapter 3: Challenges and Potential Applications of Generative AI in BFSI -- Part 2: Generative AI’s Transformative Impact on Financial Verticals -- Chapter 4: Transforming Banking: The Next Frontier -- Chapter 5: Innovations in Investment Banking -- Chapter 6: Transformative Practices in Modern Financial Services -- Chapter 7: The Evolution of Insurance in the Digital Age -- Part 3: The Road Ahead for Generative AI in BFSI -- Chapter 8: Roadmap for AI Implementation in BFSI -- Chapter 9: Challenges in Mainstream Adoption -- Chapter 10: Ethical Dilemmas and Future Potential of Generative AI in the Financial Sphere.
In: Springer Nature eBookSummary: This book explores the integration of Generative AI within the Banking, Financial Services, and Insurance (BFSI) sector, elucidating its implications, applications, and the future landscape of BFSI. The first part delves into the origins and evolution of Generative AI, providing insights into its mechanics and applications within the BFSI context. It goes into the core technologies behind Generative AI, emphasizing their significance and practical applications. The second part explores how Generative AI intersects with core banking processes, ranging from transactional activities to customer support, credit assessment, and regulatory compliance. It focuses on the digital transformation driving investment banking into the future. It also discusses AI’s role in algorithmic trading, client interactions, and regulatory adaptations. It analyzes AI-driven techniques in portfolio management, customer-centric solutions, and the next-generation approach to financial planning and advisory matters. The third part equips you with a structured roadmap for AI adoption in BFSI, highlighting the steps and the challenges. It outlines clear steps to assist BFSI institutions in incorporating Generative AI into their operations. It also raises awareness about the moral implications associated with AI in the BFSI sector. By the end of this book you will understand Generative AI’s present and future role in the BFSI sector. What You Will Learn Know what Generative AI is and its applications in the BFSI sector Understand deep learning and its significance in generative models Analyze the AI-driven techniques in portfolio management and customer-centric solutions Know the future of investment banking and trading with AI Know the challenges of integrating AI into the BFSI sector .
Item type: List(s) this item appears in: Titluri cărți electronice Springer Nature 2025 (10631 titluri)
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Part 1: Introduction to Generative AI -- Chapter 1: Evolution of Generative AI -- Chapter 2: Technologies Behind Generative AI -- Chapter 3: Challenges and Potential Applications of Generative AI in BFSI -- Part 2: Generative AI’s Transformative Impact on Financial Verticals -- Chapter 4: Transforming Banking: The Next Frontier -- Chapter 5: Innovations in Investment Banking -- Chapter 6: Transformative Practices in Modern Financial Services -- Chapter 7: The Evolution of Insurance in the Digital Age -- Part 3: The Road Ahead for Generative AI in BFSI -- Chapter 8: Roadmap for AI Implementation in BFSI -- Chapter 9: Challenges in Mainstream Adoption -- Chapter 10: Ethical Dilemmas and Future Potential of Generative AI in the Financial Sphere.

This book explores the integration of Generative AI within the Banking, Financial Services, and Insurance (BFSI) sector, elucidating its implications, applications, and the future landscape of BFSI. The first part delves into the origins and evolution of Generative AI, providing insights into its mechanics and applications within the BFSI context. It goes into the core technologies behind Generative AI, emphasizing their significance and practical applications. The second part explores how Generative AI intersects with core banking processes, ranging from transactional activities to customer support, credit assessment, and regulatory compliance. It focuses on the digital transformation driving investment banking into the future. It also discusses AI’s role in algorithmic trading, client interactions, and regulatory adaptations. It analyzes AI-driven techniques in portfolio management, customer-centric solutions, and the next-generation approach to financial planning and advisory matters. The third part equips you with a structured roadmap for AI adoption in BFSI, highlighting the steps and the challenges. It outlines clear steps to assist BFSI institutions in incorporating Generative AI into their operations. It also raises awareness about the moral implications associated with AI in the BFSI sector. By the end of this book you will understand Generative AI’s present and future role in the BFSI sector. What You Will Learn Know what Generative AI is and its applications in the BFSI sector Understand deep learning and its significance in generative models Analyze the AI-driven techniques in portfolio management and customer-centric solutions Know the future of investment banking and trading with AI Know the challenges of integrating AI into the BFSI sector .

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