Generative Ai In Banking Financial Services And Insurance

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Generative Ai In Banking Financial Services And Insurance
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Author : Anshul Saxena
language : en
Publisher: Springer Nature
Release Date : 2024-12-01
Generative Ai In Banking Financial Services And Insurance written by Anshul Saxena and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-01 with Computers categories.
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
Generative Ai For Financial Services
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Author : Vikesh Pandey
language : en
Publisher: BPB Publications
Release Date : 2024-12-02
Generative Ai For Financial Services written by Vikesh Pandey and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-02 with Computers categories.
DESCRIPTION Generative AI for Financial Services is a book targeted at any AI practitioner who wants to understand how generative AI works on a fundamental level and extend that learning to risks, challenges, and opportunities in regulated industries like financial services. This book explores generative AI and its applications in financial services. It starts by explaining key concepts, differences from traditional AI, and the generative AI lifecycle. Readers learn about foundation models, transfer learning, and implementation strategies, including fine-tuning and training models. Practical use cases like improving customer experiences, automating ESG analysis, and optimizing contact centers are covered. The book also addresses challenges like model bias, ethics, and compliance while focusing on building trustworthy AI with fairness and accountability. Finally, it highlights MLOps and FMOps for efficient AI model deployment and management in production environments. By the end of this book, you will be well-equipped to navigate the exciting world of generative AI and confidently apply its transformative potential within the financial services landscape. KEY FEATURES ● Evolve from a generative AI enthusiast to an advanced practitioner in generative AI. ● Learn effective ways of building generative AI solutions for financial services. ● Become familiar with the upcoming trends in generative AI space. WHAT YOU WILL LEARN ● Learn about popular use-cases, challenges, risks in financial services, and how to overcome those. ● Learn how to launch and scale generative AI applications in regulated environments like financial services, expanding from tens to thousands of use cases. ● Understand the operational aspects of AI, including MLOps and FMOps. ● Address challenges and ethical considerations in AI implementation. WHO THIS BOOK IS FOR This book is suitable for generative AI engineers, prompt engineers, ML engineers, data scientists, AI/ML, and technical leaders in financial services. TABLE OF CONTENTS 1. Introduction to Generative AI 2. Types of Foundation Models 3. Generative AI Implementation Approaches 4. Generative AI Use-cases in Financial Services 5. Generative AI Challenges for Financial Services 6. Generative AI Anti-Patterns for Financial Services 7. Architectural Considerations in Generative AI 8. Use-case: Improving Customer Experience with Generative AI 9. Use-case: Contact Center Insights with Generative AI 10. Use-case: Fine-tuning for Financial Services 11. Use case: Automating ESG Analysis Using Agents 12. Choosing the Right Implementation Approach 13. Increasing Trustworthiness in Generative AI 14. Building Foundation Model Operations Practices
The Rise Of Generative Artificial Intelligence
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Author : Nir Kshetri
language : en
Publisher: Edward Elgar Publishing
Release Date : 2024-12-09
The Rise Of Generative Artificial Intelligence written by Nir Kshetri and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-09 with Computers categories.
This timely book explores how generative artificial intelligence (GAI) is developing and diffusing, highlighting the diverse impacts this technology is likely to have on economies and societies. It also examines the effects on and the responses of industries where GAI has been the most pervasive.
Deep Ledger Guardians Credit Monitoring Insurance Risk And Ai Driven Financial Advice On A Secure Data Backbone
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Author : BALAJI ADUSUPALLI
language : en
Publisher: JEC PUBLICATION
Release Date :
Deep Ledger Guardians Credit Monitoring Insurance Risk And Ai Driven Financial Advice On A Secure Data Backbone written by BALAJI ADUSUPALLI and has been published by JEC PUBLICATION this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
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Ai First Human Always
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Author : Sandy Carter
language : en
Publisher: John Wiley & Sons
Release Date : 2025-03-03
Ai First Human Always written by Sandy Carter and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-03 with Business & Economics categories.
Leadership wisdom to ride the wave of the seven hottest trends in our new AI-first world of business Written by seasoned tech executive Sandy Carter, AI First, Human Always: Embracing a New Mindset for the Era of Superintelligence is your guidebook to the seven hottest trends in AI. This book will recalibrate your approach to the exponential curve of emerging AI solutions for business. It will help you transform today's unstoppable currents of change into tailwinds that propel your organization to great heights. From the tokenization of everything, to multi-model learning models, to the importance of technical convergence and the implementation of digital twins across almost every industry imaginable, this book provides an essential core knowledge base as well as examples and case studies to help you transform your approach to leadership to meet the demands of the modern business era. Throughout the book, Carter drives home the essential coexistence of technology, emotion, intelligence, creativity, intuition, and ethics to enhance, rather than replace, the human experience. Some of the topics that Carter explores include: How to foster an AI-driven culture with experimentation Strategies for applying first principles before starting an AI project Ways to balance human and AI collaboration AI First, Human Always: Embracing a New Mindset for the Era of Superintelligence is a timely, essential read for all business leaders and professionals aiming to prepare for AI's broader implications on society and the economy. Grab your copy today and stay one step ahead of the competition in a digital world evolving at breakneck speed.
Navigating The Financial Nexus Ai And The Future Of Global Economics Redefining Wealth In The Digital Age
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Author : Latha Thammareddi
language : en
Publisher: Xoffencerpublication
Release Date : 2024-02-07
Navigating The Financial Nexus Ai And The Future Of Global Economics Redefining Wealth In The Digital Age written by Latha Thammareddi and has been published by Xoffencerpublication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-07 with Transportation categories.
Does artificial intelligence include robotics? Does artificial intelligence exist in robots? I was wondering if you could explain me how these two terms come from different places. Both artificial intelligence and robots serve various purposes. On the other hand, people often conflate the two. A significant number of individuals are uncertain as to whether artificial intelligence (AI) and robotics are distinct ideas or if they are interchangeable. Artificial Intelligence Vs Robotics The technology of computing serves as the basis for artificial intelligence (AI). The process involves the development of software that computers can use to do tasks that were previously performed by people requiring intelligence. The capabilities of artificial intelligence systems include the ability to learn, observe, solve problems, grasp language, and reason rationally. Artificial intelligence may be used in a wide variety of modern applications, ranging from personal assistants to autonomous vehicles. There is a continuous progression taking place in the area of artificial intelligence (AI). In spite of this, artificial intelligence is occasionally depicted in science fiction as being as lifelike as is physically possible in robot form. Nevertheless, robotics is a discipline of computer science that focuses on the study of robots like these. Robots, which are programmable machines, are often capable of carrying out a series of activities either entirely or partly on their own. One must possess all three of the following characteristics in order to be classified as a robot Through the use of their sensors and actuators, robots interact with the environment that they are in Automatons may be programmed by you. The vast majority of robots are capable of functioning on little or no supervision from humans. Due to the fact that certain robots do not have the capability to function alone, the word "usually" is used to characterize robots. For example, even if they are only controlled by humans, telerobots are still regarded to be a branch of robotics for the purpose of classification. Long term, robots that are driven by artificial intelligence will link the two areas. The operation of these mechanical creatures is carried out by intelligent computer software. The majority of robots do not possess any kind of artificial intelligence. Up until quite recently, all industrial robots were restricted to doing the same set of duties simultaneously. We have previously shown that artificial intelligence is not required for jobs that are routine and repetitive. There are significant limitations placed on the capabilities of robots that lack intelligence. Algorithms that are based on artificial intelligence are often necessary in order to make it possible for robots to perform more complex tasks.
Artificial Intelligence In Business
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Author : Pavankumar Gurazada & Seema Gupta
language : en
Publisher: Vikas Publishing House
Release Date :
Artificial Intelligence In Business written by Pavankumar Gurazada & Seema Gupta and has been published by Vikas Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
Artificial Intelligence in Business is transforming the way organizations operate—driving innovation, increasing efficiency, and enabling smarter, data-driven decision making. Yet for many professionals and students, the gap between complex technical concepts and practical business applications can feel overwhelming. This book bridges that gap with clarity, relevance, and purpose. Designed for MBA students, business leaders, and aspiring AI practitioners, Artificial Intelligence in Business cuts through the hype to provide a grounded, accessible, and actionable guide to real world AI. From foundational principles like machine learning and deep learning to advanced applications in marketing, finance, supply chain, and HR, each chapter offers practical insights supported by real-world use cases and code implementations. Whether you're aiming to enhance customer engagement, streamline operations, or manage risk more effectively, this book equips you with the knowledge and tools to apply AI strategically in a business context.
Tech Transformation And Ai Readiness
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Author : Abeba N. Turi
language : en
Publisher: Springer Nature
Release Date : 2025-02-14
Tech Transformation And Ai Readiness written by Abeba N. Turi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-14 with Business & Economics categories.
This book presents the trends of tech transformation and AI- readiness of emerging economies across regulatory, social, economic, and infrastructure layers. With the increased pace of urbanization, digital transformation, and proliferation of the algorithm economy, data and infrastructural readiness play vital roles in economic growth and development. By taking evidence (theoretical and empirical evidence) from selected emerging economies, this work intends to shed light on the developments and tech-readiness of these economies, focusing on AI solutions with the analysis of tech infrastructure and data readiness. Besides, it provides an in-depth presentation of empirical evidence on tech transformation and best practices with the constructs for AI tech readiness of emerging economies at national and institutional levels. The studies presented in this edited book will help to bridge the gap in the scanty literature about data, infrastructure, and AI readiness of emerging economies by looking into the challenges and opportunities. Major topics covered include AI solutions in Organizational value creation, green economy, sustainability, positive AI risk monitoring as a tech opportunity, assessment, mitigation, (renewable) energy generation, management and utilization, education, security, healthcare system, and more.
Generative Ai In Software Engineering
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Author : Aguilar-Calderón, José Alfonso
language : en
Publisher: IGI Global
Release Date : 2025-06-13
Generative Ai In Software Engineering written by Aguilar-Calderón, José Alfonso and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-13 with Computers categories.
Generative AI transforms the landscape of software engineering, enabling automation, creativity, and efficiency throughout development. By leveraging advanced machine learning models, like large language models and code generation tools, developers can automate code generation, streamline testing, and design software architectures. This shift accelerates development timelines and redefines the roles of engineers and the skills required in modern software teams. As generative AI evolves, its integration into software engineering raises important questions around reliability, security, and human-AI collaboration. Generative AI in Software Engineering explores the evolving role of generative AI in the software engineering landscape. It examines how AI accelerates software development, reduces costs, and enhances creativity, offering real-world benefits for businesses. This book covers topics such as quantum computing, visual intelligence, and environment science, and is a useful resource for business owners, computer engineers, academicians, researchers, and data scientists.
Minds Unveiled
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Author : Raul V. Rodriguez
language : en
Publisher: CRC Press
Release Date : 2024-11-22
Minds Unveiled written by Raul V. Rodriguez and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-22 with Business & Economics categories.
This book demonstrates how generative artificial intelligence (AI), a form of sophisticated AI technology, is transforming our knowledge of how the human mind functions in relation to business leadership and decision-making. It describes the most recent findings and applications of generative AI in psychology. The book explains the relationships between language, thinking, and behavior as well as how AI may aid in our understanding of learning, decision-making, and problem-solving. In addition, it discusses the significance of applying AI properly and ethically. This book provides a comprehensive overview of how AI is increasing our understanding of the mind and how it impacts each of us professionally.