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Generative AI in Banking Financial Services and Insurance: A Guide to Use Cases, Approaches, and Insights

AUTHOR Verma, Shalaka; Mahajan, Jayant; Saxena, Anshul
PUBLISHER Apress (12/02/2024)
PRODUCT TYPE Paperback (Paperback)

Description

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

Who This Book Is For

Professionals in the BFSI and IT sectors, including system administrators and programmers

Show More
Product Format
Product Details
ISBN-13: 9798868805585
Binding: Paperback or Softback (Trade Paperback (Us))
Content Language: English
More Product Details
Page Count: 346
Carton Quantity: 11
Product Dimensions: 7.00 x 0.74 x 10.00 inches
Weight: 1.37 pound(s)
Feature Codes: Illustrated
Country of Origin: NL
Subject Information
BISAC Categories
Computers | Artificial Intelligence - General
Computers | Probability & Statistics - General
Computers | Languages - Python
Descriptions, Reviews, Etc.
jacket back

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

Show More
publisher marketing

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

Who This Book Is For

Professionals in the BFSI and IT sectors, including system administrators and programmers

Show More
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Paperback