Transforming Financial Services with Generative AI

ISBN-13: 9798868820526 / Angielski / Miękka / 325 str.

Srinath Godavarthi; Ravi Nagvekar

Opis

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