Ai In Erp And Supply Chain Management
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Ai In Erp And Supply Chain Management
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Author : Saurabh Suman Choudhuri
language : en
Publisher: Academic Guru Publishing House
Release Date : 2024-07-01
Ai In Erp And Supply Chain Management written by Saurabh Suman Choudhuri and has been published by Academic Guru Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-01 with Study Aids categories.
“AI in ERP and Supply Chain Management” is a comprehensive book that provides an in-depth discussion on the integration of artificial intelligence (AI) in the areas of enterprise resource planning (ERP) and supply chain management (SCM). This book explores the transformational impact of AI on these critical business areas, providing a practical guide to implementing and leveraging AI technologies. The book begins by explaining the basic concepts of AI and its various subfields, such as machine learning, natural language processing, and robotics. It further explains how these AI technologies can be applied to ERP and SCM to increase operational efficiency, optimize decision-making, and unlock new business opportunities. Readers are given valuable information about the potential applications of AI in ERP and SCM, ranging from demand forecasting and inventory management to logistics optimization and supply chain risk management. In addition, the authors discuss the challenges and considerations associated with implementing AI in ERP and SCM, such as data privacy, security, and ethical concerns. They provide guidance on selecting appropriate AI technologies, integrating them with existing systems, and ensuring successful deployment within an organization. The book also explores the future prospects of AI in ERP and SCM, highlighting emerging technologies such as the Internet of Things (IoT), big data analytics, and blockchain and how they can be combined with AI to create even more sophisticated and intelligent systems. “AI in ERP and Supply Chain Management” is a valuable resource for every profession interested in harnessing the power of AI to revolutionize ERP and SCM. With its comprehensive coverage, practical insights, and visionary outlook, this book provides a roadmap for organizations seeking to remain competitive in the era of AI-driven digital transformation.
Artificial Intelligence In Supply Chain Management
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Author : Calvin Klein
language : en
Publisher: Cuvillier Verlag
Release Date : 2023-10-06
Artificial Intelligence In Supply Chain Management written by Calvin Klein and has been published by Cuvillier Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-06 with categories.
As Artificial Intelligence (AI) continues to revolutionize industries worldwide, its omnipresence becomes increasingly evident in Supply Chain Management (SCM). This Consortium Study, conducted by the Institute of Supply Chain Management (ISCMHSG) at the University of St.Gallen and its promotional association, examines the integration of AI in SCM and aims to address the gap between expectations and reality. The study provides a knowledge foundation to assist supply chain managers in developingrealistic expectations of this technology. Considering the rapid advancement of AI technologies and their potential impact on SCM, this study explores the current state of AI in SCM and analyzes the disparity between expectations and reality. Through a comprehensive market analysis of AI solutions offered in SCM, opportunities for improvement are identified. The study focuses on aligning expectations and reality by fostering a better understanding of the capabilities of AI in SCM. Additionally, the study investigates obstacles to successful AI integration, including data quality, integration challenges, and unrealistic expectations of potential benefits. Through the collaborative efforts of the participating organizations, this Consortium Study offers a collective understanding of the current state of AI in SCM. It serves as a valuable resource for industry professionals, and academia facilitating the successful integration of AI and driving operational excellence in SCM.
Embedding Artificial Intelligence Into Erp Software
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Author : Siar Sarferaz
language : en
Publisher: Springer Nature
Release Date : 2024-05-30
Embedding Artificial Intelligence Into Erp Software written by Siar Sarferaz and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-30 with Computers categories.
This book explains how to embed artificial intelligence in digitized business processes of ERP software by solving the two related substantial challenges: how can artificial intelligence be systematically integrated into ERP business processes for ease of consumption, and how can artificial intelligence be made enterprise-ready by covering ERP qualities like compliance, lifecycle management, extensibility, or scalability? As a general introduction, the first part of this book takes the reader through a historical journey towards intelligent ERP systems. In addition, reference processes and a reference architecture for ERP systems are proposed which build the foundation for the suggested subsequent solution concept, including a method for operationalizing intelligence for ERP business processes. Subsequently, in the second part detailed concepts of embedding artificial intelligence into ERP software are proposed. In this context the suggested solution architecture is depicted, and specific topics are resolved like data integration, model validation, explainability, data protection and privacy, model degradation and performance. In the last part an implementation framework is suggested which enables the previously introduced concepts and harmonizes the development and operations of artificial intelligent ERP applications. This part concludes with case studies considering artificial intelligence scenarios of SAP S/4HANA in the areas of logistics, finance and sales which apply the defined solution approach and shows its real-world feasibility. This book is written for professionals who want to implement (as developers) or exploit (as business analysts or consultants) or consider/plan the implementation/exploitation (as managers) of artificial intelligence in business information systems.
Utilization Of Ai Technology In Supply Chain Management
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Author : Pandey, Digvijay
language : en
Publisher: IGI Global
Release Date : 2024-03-01
Utilization Of Ai Technology In Supply Chain Management written by Pandey, Digvijay and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-01 with Business & Economics categories.
The surge in digital transformation and the integration of innovative technologies into manufacturing processes have given rise to a pressing issue in supply chain management. Businesses are in dire need of solutions to navigate this complexity and harness the true potential of intelligent supply chains. Utilization of AI Technology in Supply Chain Management is a comprehensive guide tailored for academic scholars seeking to unravel the mysteries of artificial intelligence (AI) and machine learning (ML) in the context of supply chain management. Amid the hype surrounding AI and ML, there exists a critical need to bridge the gap between human expertise and technological advancements. Utilization of AI Technology in Supply Chain Management addresses this necessity by delving into real-world instances where teams have successfully employed these innovative technologies to enhance supply chain performance, reduce inventory, and optimize routes. The adoption of AI and ML is not just a trend; it is the cornerstone of digital acceleration initiatives, making it imperative for scholars to understand and leverage these technologies effectively.
Ai Powered Enterprise Resource Planning
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Author : Pradeep K. Suri
language : en
Publisher: Blue Rose Publishers
Release Date : 2023-08-11
Ai Powered Enterprise Resource Planning written by Pradeep K. Suri and has been published by Blue Rose Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-11 with Computers categories.
AI-powered Enterprise Resource Planning Intelligence" by Pradeep K. Suri explores the integration of AI with ERP systems. The book provides a comprehensive understanding of AI and ERP convergence, guiding businesses to leverage AI technologies and maximize data potential. Key features include exploring AI foundations, understanding ERP evolution and challenges, discovering the benefits of AI-ERP integration, practical applications of AI in ERP systems, overcoming integration obstacles, and learning best practices for successful implementation. The book emphasizes the balance between human and machine collaboration, enabling organizations to harness AI's power while preserving the human touch for sustainable competitive advantage in the digital world. It's a valuable resource for business leaders, IT professionals, researchers, and anyone interested in AI's transformative potential in the enterprise.
Ai And Machine Learning Impacts In Intelligent Supply Chain
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Author : Pandey, Binay Kumar
language : en
Publisher: IGI Global
Release Date : 2024-01-29
Ai And Machine Learning Impacts In Intelligent Supply Chain written by Pandey, Binay Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-29 with Business & Economics categories.
Businesses are facing an unprecedented challenge - the urgent need to adapt and thrive in a world where intelligent factories and supply chains are the new norm. The digital transformation of supply chains is essential for staying competitive, but it is a complex journey fraught with uncertainties. How can organizations harness the power of emerging technologies like Artificial Intelligence (AI) and Machine Learning (ML) to increase profitability, cut supply chain costs, elevate customer service, and optimize their networks? The answers to these questions are crucial for business survival and success. AI and Machine Learning Impacts in Intelligent Supply Chain is a groundbreaking book that offers a comprehensive solution to the challenges posed by the Industry 4.0 revolution. This book is your indispensable guide to navigating the intricate world of supply chain digital transformation using innovative technologies. It provides real-world examples and insights that illustrate how AI and ML are the keys to solving complex supply chain problems, from inventory management to route optimization and beyond. Whether you are an academic scholar seeking to delve into the impact of AI and ML on supply chain management or a business leader striving to gain a competitive edge, this book is tailored to meet your needs.
Intelligent Integration Leveraging Ai For Seamless Erp And Crm Connectivity
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Author : Naveen Kumar
language : en
Publisher: Naveen Kumar
Release Date :
Intelligent Integration Leveraging Ai For Seamless Erp And Crm Connectivity written by Naveen Kumar and has been published by Naveen Kumar this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
In Intelligent Integration: Leveraging AI for Seamless ERP and CRM Connectivity, the author delves into the evolving role of Artificial Intelligence (AI) in optimizing the integration between Enterprise Resource Planning (ERP) and Customer Relationship Management (CRM) systems. This book presents a comprehensive guide to understanding how AI-driven technologies can enhance the connectivity and interoperability between these two essential business systems. The book begins by explaining the traditional challenges faced by businesses when integrating ERP and CRM platforms. It explores how data silos, manual processes, and disjointed systems hinder seamless information flow and decision-making. The author emphasizes the importance of bridging the gap between these systems to create a unified platform for better operational efficiency and customer experience. The book also highlights the strategic importance of integrating AI in ERP and CRM systems to stay competitive in an increasingly data-driven business environment. By leveraging AI, businesses can create agile, adaptive systems that not only streamline internal operations but also foster stronger customer relationships. In conclusion, Intelligent Integration serves as a crucial resource for executives, IT professionals, and business leaders who seek to understand the transformative power of AI in modernizing ERP and CRM systems. Through insightful analysis and actionable strategies, the book provides a roadmap for achieving seamless integration, driving business innovation, and improving bottom-line performance.
Artificial Intelligence In Industrial Applications
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Author : Steven Lawrence Fernandes
language : en
Publisher: Springer Nature
Release Date : 2021-12-07
Artificial Intelligence In Industrial Applications written by Steven Lawrence Fernandes and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-07 with Technology & Engineering categories.
This book highlights the analytics and optimization issues in industry, to propose new approaches, and to present applications of innovative approaches in real facilities. In the past few decades there has been an exponential rise in the application of artificial intelligence for solving complex and intricate problems arising in industrial domain. The versatility of these techniques have made them a favorite among scientists and researchers working in diverse areas. The book is edited to serve a broad readership, including computer scientists, medical professionals, and mathematicians interested in studying computational intelligence and their applications. It will also be helpful for researchers, graduate and undergraduate students with an interest in the fields of Artificial Intelligence and Industrial problems. This book will be a useful resource for researchers, academicians as well as professionals interested in the highly interdisciplinary field of Artificial Intelligence.
Optimizing Supply Chain In Industry 4 O Utilizing Ai And Big Data Analytics
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Author : Jubin Thomas
language : en
Publisher: RK Publication
Release Date : 2024-05-15
Optimizing Supply Chain In Industry 4 O Utilizing Ai And Big Data Analytics written by Jubin Thomas and has been published by RK Publication this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-15 with Business & Economics categories.
Optimizing Supply Chain in Industry 4.0: Utilizing AI and Big Data Analytics the transformative impact of advanced technologies on supply chain management. How AI and big data analytics revolutionize operations, enabling predictive decision-making, enhanced efficiency, and real-time adaptability. Covering key concepts, applications, and strategies, it actionable insights for leveraging these technologies to build resilient, sustainable, and agile supply chains in the era of Industry 4.0. Designed for professionals, researchers, and students, it bridges theory with practical implementation for optimizing supply chain processes in a rapidly evolving digital landscape.
Quantum Computing And Supply Chain Management A New Era Of Optimization
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Author : Hassan, Ahdi
language : en
Publisher: IGI Global
Release Date : 2024-07-23
Quantum Computing And Supply Chain Management A New Era Of Optimization written by Hassan, Ahdi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-23 with Computers categories.
Today's supply chains are becoming more complex and interconnected. As a result, traditional optimization engines struggle to cope with the increasing demands for real-time order fulfillment and inventory management. With the expansion and diversification of supply chain networks, these engines require additional support to handle the growing complexity effectively. This poses a significant challenge for supply chain professionals who must find efficient and cost-effective solutions to streamline their operations and promptly meet customer demands. Quantum Computing and Supply Chain Management: A New Era of Optimization offers a transformative solution to these challenges. By harnessing the power of quantum computing, this book explores how supply chain planners can overcome the limitations of traditional optimization engines. Quantum computing's ability to process vast amounts of data from IoT sensors in real time can revolutionize inventory management, resource allocation, and logistics within the supply chain. It provides a theoretical framework and practical examples to illustrate how quantum algorithms can enhance transparency, optimize dynamic inventory allocation, and improve supply chain resilience.