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Generative AI (GenAI) is revolutionizing the financial services sector (FSS), offering new ways to enhance efficiency, improve customer experiences, and streamline operations. This book is your comprehensive guide to understanding and implementing GenAI within FSS.
Grounded in real-world use cases, this book moves from fundamentals to boardroom-ready execution. You’ll start with the core concepts behind AI, machine learning, and GenAI, then pivot into the challenges of FSS: intense regulatory scrutiny, evolving fraud threats, operational complexity, and rising expectations for personalized, always-on service. You’ll learn a practical blueprint for GenAI adoption, including strategy, governance, risk controls, data readiness, and culture—through the lens of executives tasked with delivering measurable value responsibly.
From there, you’ll get hands-on experience building GenAI systems: prompt design, evaluation, Retrieval-Augmented Generation (RAG), fine-tuning, and agentic workflows. You’ll see how these capabilities power mission-critical functions across the enterprise: Finally, you’ll operationalize all of it with modern
Generative AI (GenAI) is revolutionizing the financial services sector (FSS), offering new ways to enhance efficiency, improve customer experiences, and streamline operations. This book is your comprehensive guide to understanding and implementing GenAI within FSS.
Grounded in real-world use cases, this book moves from fundamentals to boardroom-ready execution. You’ll start with the core concepts behind AI, machine learning, and GenAI, then pivot into the challenges of FSS: intense regulatory scrutiny, evolving fraud threats, operational complexity, and rising expectations for personalized, always-on service. You’ll learn a practical blueprint for GenAI adoption, including strategy, governance, risk controls, data readiness, and culture—through the lens of executives tasked with delivering measurable value responsibly.
From there, you’ll get hands-on experience building GenAI systems: prompt design, evaluation, Retrieval-Augmented Generation (RAG), fine-tuning, and agentic workflows. You’ll see how these capabilities power mission-critical functions across the enterprise: Finally, you’ll operationalize all of it with modern
Dr Ravi Nagvekar is a seasoned technology professional with more than 20 years of experience in the IT and finance domains, having worked with some of the world's leading financial institutions, including JP Morgan Chase, ABN Amro, ICICI Bank, HDFC Bank, and Bank of Baroda. His extensive expertise spans across multiple areas, such as generative AI, machine learning, data engineering, and cloud solutions. Currently, Ravi is part of Amazon Web Services (AWS), where he supports some of the largest financial clients in the Americas, focusing on generative AI and machine learning implementations. Prior to his role at AWS, he led the Analytics and Machine Learning Platform Engineering team at JP Morgan Chase, dri
Chapter 1: Introduction to Generative AI.- Chapter 2: GenAI and the Financial Services Sector.- Chapter 3: GenAI Strategy: A Blueprint for Successful Adoption.- Chapter 4: Architecting and Building a GenAI Application.- Chapter 5: Risk and Compliance Managment with GenAI.- Chapter 6: Retail Banking with GenAI.- Chapter 7: Investment Banking with GenAI.- Chapter 8: Wealth and Asset Management wth GenAI.- Chapter 9: Implementation, Operations, and Maintenance of GenAI Applications.- Chapter 10: Summary, Emerging Trends, Summary, and Next Steps.
| Erscheinungsjahr: | 2026 |
|---|---|
| Genre: | Importe, Informatik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Inhalt: |
xxv
325 S. 1 s/w Illustr. 38 farbige Illustr. 325 p. 39 illus. 38 illus. in color. |
| ISBN-13: | 9798868820526 |
| Sprache: | Englisch |
| Herstellernummer: | 89536819 |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Godavarthi, Srinath
Nagvekar, Ravi |
| Auflage: | First Edition |
| Hersteller: | Apress |
| Verantwortliche Person für die EU: | APress in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com |
| Maße: | 254 x 178 x 20 mm |
| Von/Mit: | Srinath Godavarthi (u. a.) |
| Erscheinungsdatum: | 03.01.2026 |
| Gewicht: | 0,663 kg |