Generative Artificial Intelligence In Finance
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Generative Artificial Intelligence In Finance
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Author : Pethuru Raj Chelliah
language : en
Publisher: John Wiley & Sons
Release Date : 2025-03-11
Generative Artificial Intelligence In Finance written by Pethuru Raj Chelliah 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 2025-03-11 with Computers categories.
This comprehensive volume delves deep into the diverse applications and implications of generative AI across accounting, finance, economics, business, and management, providing readers with a holistic understanding of this rapidly evolving landscape. Generative Artificial Intelligence in Finance: Large Language Models, Interfaces, and Industry Use Cases to Transform Accounting and Finance Processes provides a comprehensive guide to ethically harnessing generative AI systems to reshape financial management. Generative AI is a key theme across the accounting and finance sectors to drive significant optimizations leading to sustainability. Across 22 chapters, leading researchers supply innovative applications of large language models across the economic realm. Through detailed frameworks, real-world case studies, and governance recommendations, this book highlights applied research for generative AI in finance functions. Several chapters demonstrate how data-driven insights from AI systems can optimize complex financial processes to reduce resource usage, lower costs, and drive positive environmental impact over the long term. In addition, chapters on AI-enabled risk assessment, fraud analytics, and regulatory technology highlight applied research for generative AI in finance. The book also explores emerging applications like leveraging blockchain and metaverse interfaces to create generative AI models that can revolutionize areas from carbon credit trading to virtual audits. Overall, with in-depth applied research at the nexus of sustainability and optimization enabled by data science and generative AI, the book offers a compilation of best practices in leveraging AI for optimal, ethical, and future-oriented financial management. Audience The audience for this book is quite diverse, ranging from financial and accounting experts across banking, insurance, consultancies, regulatory agencies, and corporations seeking to enhance productivity and efficiency; business leaders want to implement ethical and compliant AI practices; researchers exploring the domain of AI and finance.
Utilizing Ai And Machine Learning In Financial Analysis
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Author : Darwish, Dina
language : en
Publisher: IGI Global
Release Date : 2025-01-21
Utilizing Ai And Machine Learning In Financial Analysis written by Darwish, Dina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-21 with Business & Economics categories.
Machine learning models can imitate the cognitive process by assimilating knowledge from data and employing it to interpret and analyze information. Machine learning methods facilitate the comprehension of vast amounts of data and reveal significant patterns incorporated within it. This data is utilized to optimize financial business operations, facilitate well-informed judgements, and aid in predictive endeavors. Financial institutions utilize it to enhance pricing, minimize risks stemming from human error, mechanize repetitive duties, and comprehend client behavior. Utilizing AI and Machine Learning in Financial Analysis explores new trends in machine learning and artificial intelligence implementations in the financial sector. It examines techniques in financial analysis using intelligent technologies for improved business services. This book covers topics such as customer relations, predictive analytics, and fraud detection, and is a useful resource for computer engineers, security professionals, business owners, accountants, academicians, data scientists, and researchers.
Artificial Intelligence For Financial Risk Management And Analysis
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Author : Derbali, Abdelkader Mohamed Sghaier
language : en
Publisher: IGI Global
Release Date : 2025-04-08
Artificial Intelligence For Financial Risk Management And Analysis written by Derbali, Abdelkader Mohamed Sghaier and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-08 with Business & Economics categories.
The revolution of artificial intelligence (AI) impacts various business sectors, including accounting and finance. Machine intelligence is on the rise in human interaction, as novel technologies automate tasks and enhance human capabilities at an increasingly rapid rate. While AI has the potential to assist in the identification and management of risks, such as in financial risk measurement, analysis, and management, the disruptive nature of these emerging technologies introduces new and complex scenarios. Utilizing these technologies to facilitate decision-making processes could result in biased, inequitable, and unreliable decisions, giving rise to concerns regarding data, privacy, and security. Further research is necessary to understand the implications of AI in financial practices. Artificial Intelligence for Financial Risk Management and Analysis delves into the most recent advancements in AI technologies that facilitate risk analysis and decision-making. It examines the potential risks these technologies pose to individuals, businesses, and establishments. Covering topics such as firm management, automation, and long short-term memory (LSTM) networks, this book is an excellent resource for financial advisors, banking professionals, computer scientists, professionals, researchers, academicians, and more.
Artificial Intelligence And Financial Transformation Unlocking The Power Of Fintech Predictive Analytics And Public Governance In The Next Era Of Economic Intelligence
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Author : Abhishek Dodda
language : en
Publisher: Deep Science Publishing
Release Date : 2025-06-06
Artificial Intelligence And Financial Transformation Unlocking The Power Of Fintech Predictive Analytics And Public Governance In The Next Era Of Economic Intelligence written by Abhishek Dodda and has been published by Deep Science Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Computers categories.
The global financial ecosystem is undergoing a profound transformation, one driven by the accelerating convergence of artificial intelligence, fintech innovation, and data-powered public governance. Artificial Intelligence and Financial Transformation: Unlocking the Power of Fintech, Predictive Analytics, and Public Governance in the Next Era of Economic Intelligence explores this dynamic intersection, where technology not only enhances operational efficiency but redefines how economies are managed, regulated, and empowered. In a world increasingly defined by digital transactions and decentralized finance, AI and predictive analytics are becoming indispensable tools for institutions seeking to navigate volatility, mitigate risk, and anticipate market behavior. Meanwhile, governments and regulatory bodies are leveraging intelligent technologies to design responsive policies, ensure transparency, and foster trust across the financial value chain. The rise of intelligent economic systems is not just a possibility—it is fast becoming a necessity. This book is designed for finance professionals, AI researchers, policy strategists, academics, and students eager to understand how digital intelligence is reshaping economic landscapes. It offers a multi-dimensional perspective on the evolution of financial services, featuring in-depth analyses of AI-enabled fintech applications, risk modeling frameworks, digital regulatory architectures, and governance mechanisms built on data-driven insights. The chapters herein blend theory and practice, spotlighting case studies from global financial hubs, innovations in central bank digital currencies (CBDCs), fraud detection algorithms, and real-time regulatory tech (RegTech). The ethical, legal, and social implications of these shifts are also critically examined, ensuring a balanced discourse on the promises and perils of algorithmic finance. As we step into a future where economic resilience and innovation go hand in hand, this book invites readers to reimagine finance—not as a static system, but as an intelligent, adaptive force for societal advancement.
The Future Of Financial Technology Integrating Generative Ai Agentic Systems And Secure Data Engineering In The Public And Private Sectors
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Author : Abhishek Dodda
language : en
Publisher: Global Pen Press UK
Release Date :
The Future Of Financial Technology Integrating Generative Ai Agentic Systems And Secure Data Engineering In The Public And Private Sectors written by Abhishek Dodda and has been published by Global Pen Press UK this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
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Applications Of Blockchain And Artificial Intelligence In Finance And Governance
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Author : A M Viswa Bharathy
language : en
Publisher: CRC Press
Release Date : 2024-11-08
Applications Of Blockchain And Artificial Intelligence In Finance And Governance written by A M Viswa Bharathy and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-08 with Computers categories.
In the rapidly evolving landscape of finance and governance, the integration of blockchain technology and artificial intelligence is reshaping the way we perceive and interact with traditional systems. In Applications of Blockchain and Artificial Intelligence in Finance and Governance, the authors delve into the intricacies of this dynamic intersection, offering a comprehensive exploration of the transformative potential of these cutting-edge technologies. From dissecting the symbiotic relationship between artificial intelligence and blockchain to examining their profound impact on cryptocurrency markets, each chapter offers invaluable insights into the role of these technologies in shaping the future of finance. With a meticulous review of open risks and challenges, the book navigates through the complexities of data security in public and consortium blockchain systems, paving the way for enhanced trust and transparency in financial transactions. Through real-world case studies and theoretical frameworks, readers are guided through the application of intelligent resource allocation for data analytics, unlocking the potential for optimized decision-making in blockchain-enabled financial transactions. Moreover, the book explores the revolutionary implications of blockchain and AI in maintaining smart governance records, revolutionizing accountability and efficiency in public administration. This book: Introduces a step-by-step procedure for developing blockchain and artificial intelligence-based applications for the finance industry using decentralized applications and hyperledgers. Discusses improved trust framework and data integrity in the blockchain using artificial intelligence in the finance sector. Highlights the importance of blockchain in solving transaction costs, coordination costs, and supervision costs for efficient resource allocation. Explores the use of explainable artificial intelligence for policy development, service delivery, and regulatory compliance. Explains how federated learning can be used to build more accurate and robust models for financial risk assessment, fraud detection, and customer profiling. From the transformative effects on the accounting profession to the burgeoning adoption of blockchain technology in supply chain finance, this book serves as an indispensable guide for professionals, academics, and enthusiasts alike. Applications of Blockchain and Artificial Intelligence in Finance and Governance illuminates the path toward a more secure, efficient, and equitable financial future, where innovation and collaboration reign supreme.
Generative Ai Insights For Financial Decision Making
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Author : Irfan, Mohammad
language : en
Publisher: IGI Global
Release Date : 2025-07-09
Generative Ai Insights For Financial Decision Making written by Irfan, Mohammad and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-09 with Business & Economics categories.
Generative AI emerges as a powerful tool in the financial sector, offering new insights and capabilities that transform decision-making processes. By synthesizing complex datasets, generative models can uncover patterns, simulate market scenarios, and generate forecasts with greater speed and precision than traditional methods. These models support a range of applications, enabling institutions to make more informed, data-driven decisions. As generative AI evolves, it presents both opportunities and challenges, calling for a careful balance between innovation, transparency, and regulatory compliance in financial operations. Generative AI Insights for Financial Decision Making explores the implications of blockchain and generative AI in the finance sector. It examines best practices for optimizing operations and developing innovative financial products that meet evolving consumer demands. This book covers topics such as financial security, blockchain, and payment systems, and is a useful resource for engineers, business owners, academicians, researchers, and scientists.
Generative Ai For Finance Industry
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Author : Farhana Sethi
language : en
Publisher: Independently Published
Release Date : 2025-06-06
Generative Ai For Finance Industry written by Farhana Sethi and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-06 with Business & Economics categories.
Generative AI for the Finance Industry is a comprehensive guide to understanding and applying generative artificial intelligence in one of the world's most vital sectors. As financial institutions face increasing complexity, competition, and customer expectations, this book reveals how generative AI is revolutionizing processes, improving decision-making, and unlocking new opportunities for innovation. This book dives deep into the transformative potential of generative AI across all key areas of finance, including investment analysis, risk management, fraud detection, personalized banking, regulatory compliance, and financial forecasting. Through real-world examples, actionable insights, and future-focused strategies, it demonstrates how finance professionals can leverage AI to stay ahead in an ever-changing landscape. Designed for finance executives, analysts, tech innovators, and enthusiasts, Generative AI for the Finance Industry addresses both the opportunities and challenges of adopting this powerful technology. It offers practical guidance on integrating generative AI into financial workflows while navigating ethical concerns, data privacy, and regulatory requirements. Packed with cutting-edge case studies and forward-thinking perspectives, this book isn't just about theory-it's a roadmap to empowering businesses and professionals to thrive in the age of generative AI. Whether you're seeking to enhance efficiency, optimize customer experiences, or pioneer new financial solutions, this book provides the tools and inspiration needed to transform the way finance operates.
Artificial Intelligence For Financial Freedom 100 Passive Income Strategies To Build Wealth In The Digital Era
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Author : Jayant Deshmukh
language : en
Publisher: Jayant Deshmukh
Release Date : 2025-01-08
Artificial Intelligence For Financial Freedom 100 Passive Income Strategies To Build Wealth In The Digital Era written by Jayant Deshmukh and has been published by Jayant Deshmukh this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-08 with Business & Economics categories.
In a world driven by digital transformation, artificial intelligence (AI) has emerged as the ultimate game-changer, revolutionizing industries, redefining possibilities, and creating unprecedented opportunities for wealth creation. "AI for Financial Freedom: 100 Passive Income Strategies to Build Wealth in the Digital Era" is your ultimate guide to unlocking the power of AI to achieve financial independence. Written by Jayant Deshmukh, a Certified Project Management Professional (PMP) and AI expert with decades of experience working with global banks, financial institutions, and multinational corporations, this book delivers a proven roadmap to help you navigate the exciting intersection of AI and passive income. Whether you’re an entrepreneur, a tech enthusiast, or someone taking their first steps into the world of digital entrepreneurship, this book will inspire and empower you to leverage cutting-edge technologies to create sustainable, automated income streams. What You’ll Discover: AI-Powered Investing and Trading: Learn how to deploy algorithmic trading bots, utilize robo-advisors, and tap into the power of cryptocurrency tools. Content Creation and Digital Marketing: Explore AI-driven tools for generating blogs, videos, and social media content, and monetize your creativity like never before. E-commerce and Dropshipping: Uncover how AI simplifies product research, inventory management, and dynamic pricing to scale your online store. Real Estate and Property Management: Dive into AI-powered platforms for property valuation, rental management, and market analysis to grow your real estate portfolio. Freelancing and Gig Economy: Leverage AI tools to transform your freelance career and unlock new opportunities. Education and Online Courses: Discover how to create and market AI-powered courses that deliver passive income while making a meaningful impact. With 100 actionable strategies, insightful case studies, and step-by-step guidance, this book transforms complex concepts into practical tools that anyone can use, regardless of their technical background. Why This Book Matters: In the age of hyper-personalization, AI has democratized access to tools and resources that were once reserved for big corporations. This book will teach you to think like an innovator, harnessing AI’s potential to maximize efficiency, reduce costs, and achieve financial independence. It’s not just a guide—it’s a movement to help people adapt, thrive, and lead in the AI-driven economy. Who This Book is For: Entrepreneurs seeking to scale their businesses with minimal effort. Investors looking for smarter ways to grow their wealth. Tech enthusiasts eager to explore the potential of AI. Beginners ready to break free from traditional income limitations. This is more than a book; it’s your personal blueprint to financial freedom in the digital age. Let "AI for Financial Freedom" be your companion as you embrace innovation, unlock opportunities, and create a life where your time becomes your most valuable asset. Take the first step today—because the future of wealth is automated, scalable, and powered by AI. Grab your copy now..!!
Generative Artificial Intelligence In Finance
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Author : Mr. Ghiath Shabsigh
language : en
Publisher: International Monetary Fund
Release Date : 2023-08-22
Generative Artificial Intelligence In Finance written by Mr. Ghiath Shabsigh and has been published by International Monetary Fund this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-22 with Business & Economics categories.
In recent years, technological advances and competitive pressures have fueled rapid adoption of artificial intelligence (AI) in the financial sector, and this adoption is set to accelerate with the recent emergence of generative AI (GenAI). GenAI is a significant leap forward in AI technology that enhances its utility for financial institutions that have been quick at adapting it to a broad range of applications. However, there are risks inherent in the AI technology and its application in the financial sector, including embedded bias, privacy concerns, outcome opaqueness, performance robustness, unique cyberthreats, and the potential for creating new sources and transmission channels of systemic risks. GenAI could aggravate some of these risks and bring about new types or risks as well, including for financial sector stability. This paper provides early insights into GenAI’s inherent risks and their potential impact on the financial sector.