Ai Analytics And Strategic Decision Making
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Ai Analytics And Strategic Decision Making
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Author : Anna Ujwary-Gil
language : en
Publisher: Taylor & Francis
Release Date : 2025-07-25
Ai Analytics And Strategic Decision Making written by Anna Ujwary-Gil and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-25 with Business & Economics categories.
AI, Analytics and Strategic Decision-Making is an insightful exploration into the transformative power of artificial intelligence and advanced analytics in business and policy contexts. This volume provides a unique blend of theoretical knowledge and practical applications, showcasing how AI and analytics are reshaping decision-making processes across multiple domains. From predicting high-growth firms using Random Forests to leveraging Large Language Models for process mining, this book offers an extensive look at the latest innovations in AI and their strategic implications. It explores diverse topics, including the role of knowledge management in Industry 4.0, AI-powered decision-making tools for individuals, and public policy-making through Internet Public Opinion Analysis. Each chapter provides a nuanced perspective on how AI and analytics tools—ranging from Social Network Analysis to agent-based modeling—can tackle real-world challenges, such as climate change, resource allocation, and productivity enhancement. AI, Analytics and Strategic Decision-Making will inspire entrepreneurs, policymakers, academics, and business strategists to think critically about the power of data-driven insights and AI technologies. This comprehensive resource dives into how innovative tools can foster informed decision-making, drive efficiency, and pave the way for strategic success in an increasingly complex world.
Generative Ai For Business Analytics And Strategic Decision Making In Service Industry
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Author : Venaik, Anita
language : en
Publisher: IGI Global
Release Date : 2025-01-31
Generative Ai For Business Analytics And Strategic Decision Making In Service Industry written by Venaik, Anita and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Business & Economics categories.
Generative AI is transforming industries by enhancing how businesses analyze data, generate content, and automate complex processes. Its ability to produce diverse, high-quality outputs in areas like marketing, customer engagement, and software development is reshaping productivity and innovation. By leveraging advanced models such as GANs and Transformers, organizations can unlock new insights, streamline decision-making, and personalize services at scale. Generative AI also plays a crucial role in detecting errors, managing knowledge, and mitigating harmful content, contributing to safer and more efficient digital environments. This technology not only accelerates growth but also democratizes access to powerful tools, fostering creativity and problem-solving across sectors. Generative AI for Business Analytics and Strategic Decision Making in Service Industry provides a comprehensive exploration of how generative AI techniques can revolutionize business intelligence and data analytics practices. It offers a detailed examination of innovative algorithms, methodologies, and tools for leveraging generative AI to extract actionable insights, drive innovation, and enhance decision-making processes within the service industry. Covering topics such as big data, generative adversarial networks (GANs), and productivity management, this book is an excellent resource for students, academicians, industry professionals, researchers, managers, and more.
Competing On Analytics
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Author : Thomas H. Davenport
language : en
Publisher: Harvard Business Press
Release Date : 2007-03-06
Competing On Analytics written by Thomas H. Davenport and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-06 with Business & Economics categories.
You have more information at hand about your business environment than ever before. But are you using it to “out-think” your rivals? If not, you may be missing out on a potent competitive tool. In Competing on Analytics: The New Science of Winning, Thomas H. Davenport and Jeanne G. Harris argue that the frontier for using data to make decisions has shifted dramatically. Certain high-performing enterprises are now building their competitive strategies around data-driven insights that in turn generate impressive business results. Their secret weapon? Analytics: sophisticated quantitative and statistical analysis and predictive modeling. Exemplars of analytics are using new tools to identify their most profitable customers and offer them the right price, to accelerate product innovation, to optimize supply chains, and to identify the true drivers of financial performance. A wealth of examples—from organizations as diverse as Amazon, Barclay’s, Capital One, Harrah’s, Procter & Gamble, Wachovia, and the Boston Red Sox—illuminate how to leverage the power of analytics.
Intelligent Decision Making An Ai Based Approach
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Author : Gloria Phillips-Wren
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-03-04
Intelligent Decision Making An Ai Based Approach written by Gloria Phillips-Wren and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-03-04 with Mathematics categories.
Intelligent Decision Support Systems have the potential to transform human decision making by combining research in artificial intelligence, information technology, and systems engineering. The field of intelligent decision making is expanding rapidly due, in part, to advances in artificial intelligence and network-centric environments that can deliver the technology. Communication and coordination between dispersed systems can deliver just-in-time information, real-time processing, collaborative environments, and globally up-to-date information to a human decision maker. At the same time, artificial intelligence techniques have demonstrated that they have matured sufficiently to provide computational assistance to humans in practical applications. This book includes contributions from leading researchers in the field beginning with the foundations of human decision making and the complexity of the human cognitive system. Researchers contrast human and artificial intelligence, survey computational intelligence, present pragmatic systems, and discuss future trends. This book will be an invaluable resource to anyone interested in the current state of knowledge and key research gaps in the rapidly developing field of intelligent decision support.
Competing In The Age Of Ai
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Author : Marco Iansiti
language : en
Publisher: Harvard Business Press
Release Date : 2020-01-07
Competing In The Age Of Ai written by Marco Iansiti and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-07 with Business & Economics categories.
"a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.
Decision Intelligence Analytics And The Implementation Of Strategic Business Management
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Author : P. Mary Jeyanthi
language : en
Publisher: Springer Nature
Release Date : 2022-01-01
Decision Intelligence Analytics And The Implementation Of Strategic Business Management written by P. Mary Jeyanthi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-01 with Technology & Engineering categories.
This book presents a framework for developing an analytics strategy that includes a range of activities, from problem definition and data collection to data warehousing, analysis, and decision making. The authors examine best practices in team analytics strategies such as player evaluation, game strategy, and training and performance. They also explore the way in which organizations can use analytics to drive additional revenue and operate more efficiently. The authors provide keys to building and organizing a decision intelligence analytics that delivers insights into all parts of an organization. The book examines the criteria and tools for evaluating and selecting decision intelligence analytics technologies and the applicability of strategies for fostering a culture that prioritizes data-driven decision making. Each chapter is carefully segmented to enable the reader to gain knowledge in business intelligence, decision making and artificial intelligence in a strategic management context.
Research Handbook On Artificial Intelligence And Decision Making In Organizations
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Author : Ioanna Constantiou
language : en
Publisher: Edward Elgar Publishing
Release Date : 2024-03-14
Research Handbook On Artificial Intelligence And Decision Making In Organizations written by Ioanna Constantiou 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 2024-03-14 with Business & Economics categories.
Featuring state-of-the-art research from leading academics in technology and organization studies, this timely Research Handbook provides a comprehensive overview of how AI becomes embedded in decision making in organizations, from the initial considerations when implementing AI to the use of such solutions in strategic decision making.
Democracy Leadership And Governance Application Of Artificial Intelligence
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Author : K. Gireesan
language : en
Publisher: Springer Nature
Release Date : 2024-10-10
Democracy Leadership And Governance Application Of Artificial Intelligence written by K. Gireesan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10-10 with Political Science categories.
In today’s rapidly evolving political landscape, the intersection of democracy, leadership, and governance with artificial intelligence (AI) has become a focal point for academic inquiry and practical explorations. This book is a machine-generated literature overview that explores the opportunities, challenges, and impacts of integrating AI technologies in democratic processes, leadership dynamics, and sustainable governance. Through a collection of thought-provoking chapters, readers will gain insights into the transformative potential of AI that revisits the tenets of deliberative democracy, redefines leadership roles, and rejuvenates public service delivery. This volume offers a comprehensive exploration of the processes and practices of democratic decision-making, leadership development, and sustainable governance. It serves as a valuable resource to academics, policymakers, and practitioners navigating through the concepts, dimensions, and praxis of democracy, leadership, and governance. It is an important value addition to the body of knowledge and paves the way for informed decision-making and responsible application of digital technologies for good governance.
Ai Driven Commerce Building The Future Of Retail Logistics And Digital Marketplaces 2025
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Author : Author:1-Yaswanth Jeganathan, Author:2-Dr. Pramod Vishwakarma
language : en
Publisher: YASHITA PRAKASHAN PRIVATE LIMITED
Release Date :
Ai Driven Commerce Building The Future Of Retail Logistics And Digital Marketplaces 2025 written by Author:1-Yaswanth Jeganathan, Author:2-Dr. Pramod Vishwakarma and has been published by YASHITA PRAKASHAN PRIVATE LIMITED this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
PREFACE In the rapidly evolving landscape of commerce, artificial intelligence (AI) is transforming how businesses operate, interact with consumers, and manage their operations. From personalized shopping experiences to intelligent supply chains and dynamic pricing models, AI has become a driving force in reshaping retail, logistics, and digital marketplaces. AI-Driven Commerce: Building the Future of Retail, Logistics, and Digital Marketplaces explores the transformative potential of AI across these sectors and its role in shaping the future of commerce. The past decade has witnessed an unprecedented shift in consumer behavior, powered by the proliferation of digital platforms and the growing demand for seamless, personalized experiences. Retailers, logistics companies, and digital marketplace providers are increasingly adopting AI to stay competitive, automate processes, and create efficiencies. AI is no longer just an experimental technology; it has become a core element of business strategy, helping organizations understand consumer preferences, optimize inventory, streamline operations, and offer real-time solutions that were once unimaginable. This book is designed to provide an in-depth exploration of how AI is being leveraged across the key pillars of modern commerce: retail, logistics, and digital marketplaces. We examine how AI-driven technologies like machine learning, natural language processing (NLP), computer vision, and predictive analytics are reshaping everything from customer acquisition and product recommendation systems to inventory management, last-mile delivery, and fraud prevention. By offering detailed case studies and real-world examples, we showcase how leading companies are deploying AI to drive growth, enhance customer satisfaction, and achieve operational excellence. The first section of the book delves into AI in retail, where the impact is most visible. AI is revolutionizing the way retailers interact with customers, moving beyond the traditional brick-and-mortar model to deliver personalized, omnichannel shopping experiences. With AI-powered recommendation engines, chatbots, and virtual assistants, retailers can engage consumers more effectively, tailoring product suggestions and marketing messages based on individual preferences and past behaviors. This personalization leads to increased customer loyalty and satisfaction, as well as greater sales conversion rates. The second section focuses on AI in logistics, a field that undergoes a profound transformation due to the integration of AI and automation. AI enables logistics companies to optimize their supply chains, predict demand more accurately, and reduce costs through intelligent route planning, predictive maintenance, and automated warehouse management. The adoption of AI technologies is also revolutionizing the way businesses manage inventory, ensuring that products are available where and when they are needed, without overstocking or understocking. In the final section, we explore AI in digital marketplaces, where the future of commerce is increasingly taking shape. Marketplaces like Amazon, eBay, and Alibaba are utilizing AI to create seamless, efficient, and scalable environments for both buyers and sellers. AI-driven algorithms optimize product discovery, ensure fair pricing, and facilitate customer trust through better fraud detection. These marketplaces are also benefiting from AI’s ability to analyze vast amounts of transactional data, allowing for continuous improvement in operations and service delivery. Throughout the book, we also highlight the ethical considerations and challenges associated with AI adoption, such as privacy concerns, bias in algorithmic decision-making, and the need for transparency and accountability in AI-driven systems. As AI becomes more ingrained in commerce, it is vital that businesses adopt responsible AI practices that prioritize fairness, inclusivity, and data security. Ultimately, AI-Driven Commerce: Building the Future of Retail, Logistics, and Digital Marketplaces provides readers with a comprehensive guide to understanding how AI is revolutionizing the commerce industry. Whether you are a business leader, technologist, or researcher, this book offers valuable insights into how AI is creating a new era of commerce and what organizations must do to harness its full potential in an increasingly digital world. Authors
International Conference On Next Gen Business Management And E Commerce Revolution Icnbmer 2025
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Author : Dr.J.Saradha
language : en
Publisher: SK Research Group of Companies
Release Date : 2025-03-21
International Conference On Next Gen Business Management And E Commerce Revolution Icnbmer 2025 written by Dr.J.Saradha and has been published by SK Research Group of Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-21 with Business & Economics categories.
Editors: Dr.J.Saradha Assistant Professor & Head, Department of Business Administration, SRM Institute of Science and Technology (Deemed to be University) Tiruchirappalli, Tamil Nadu, India. Dr.M.Suresh Assistant Professor, Department of Business Administration, SRM Institute of Science and Technology (Deemed to be University) Tiruchirappalli, Tamil Nadu, India. Published by: SK Research Group of Companies, Madurai 625003, Tamil Nadu, India. Edition Details (I,II,III etc): I Copyright © SK Research Group of Companies, Madurai 625003, Tamil Nadu, India.