Download or read book The Digital Supply Chain written by Bart L. MacCarthy and published by Elsevier. This book was released on 2022-06-09 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Digital Supply Chain is a thorough investigation of the underpinning technologies, systems, platforms and models that enable the design, management, and control of digitally connected supply chains. The book examines the origin, emergence and building blocks of the Digital Supply Chain, showing how and where the virtual and physical supply chain worlds interact. It reviews the enabling technologies that underpin digitally controlled supply chains and examines how the discipline of supply chain management is affected by enhanced digital connectivity, discussing purchasing and procurement, supply chain traceability, performance management, and supply chain cyber security. The book provides a rich set of cases on current digital practices and challenges across a range of industrial and business sectors including the retail, textiles and clothing, the automotive industry, food, shipping and international logistics, and SMEs. It concludes with research frontiers, discussing network science for supply chain analysis, challenges in Blockchain applications and in digital supply chain surveillance, as well as the need to re-conceptualize supply chain strategies for digitally transformed supply chains.
Download or read book Logistics 4 0 written by Turan Paksoy and published by CRC Press. This book was released on 2020-12-17 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial revolutions have impacted both, manufacturing and service. From the steam engine to digital automated production, the industrial revolutions have conduced significant changes in operations and supply chain management (SCM) processes. Swift changes in manufacturing and service systems have led to phenomenal improvements in productivity. The fast-paced environment brings new challenges and opportunities for the companies that are associated with the adaptation to the new concepts such as Internet of Things (IoT) and Cyber Physical Systems, artificial intelligence (AI), robotics, cyber security, data analytics, block chain and cloud technology. These emerging technologies facilitated and expedited the birth of Logistics 4.0. Industrial Revolution 4.0 initiatives in SCM has attracted stakeholders’ attentions due to it is ability to empower using a set of technologies together that helps to execute more efficient production and distribution systems. This initiative has been called Logistics 4.0 of the fourth Industrial Revolution in SCM due to its high potential. Connecting entities, machines, physical items and enterprise resources to each other by using sensors, devices and the internet along the supply chains are the main attributes of Logistics 4.0. IoT enables customers to make more suitable and valuable decisions due to the data-driven structure of the Industry 4.0 paradigm. Besides that, the system’s ability of gathering and analyzing information about the environment at any given time and adapting itself to the rapid changes add significant value to the SCM processes. In this peer-reviewed book, experts from all over the world, in the field present a conceptual framework for Logistics 4.0 and provide examples for usage of Industry 4.0 tools in SCM. This book is a work that will be beneficial for both practitioners and students and academicians, as it covers the theoretical framework, on the one hand, and includes examples of practice and real world.
Download or read book Digital Supply Networks Transform Your Supply Chain and Gain Competitive Advantage with Disruptive Technology and Reimagined Processes written by Amit Sinha and published by McGraw Hill Professional. This book was released on 2020-07-21 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deliver unprecedented customer value and seize your competitive edge with a transformative digital supply network Digital tech has disrupted life and business as we know it, and supply chain management is no exception. But how exactly does digital transformation affect your business? What are the breakthrough technologies and their capabilities you need to know about? How will digital transformation impact skills requirements and work in general? Do you need to completely revamp your understanding of supply chain management? And most importantly: How do you get started? Digital Supply Networks provides clear answers to these and many other questions. Written by an experienced team comprised of Deloitte consultants and leading problem-driven scholars from a premier research university, this expert guide leads you through the process of improving operations building supply networks, increasing revenue, reimagining business models, and providing added value to customers, stakeholders, and society. You’ll learn everything you need to know about: Stages of development, roles, capabilities, and the benefits of DSN Big data analytics including its attributes, security, and authority Machine learning, Artificial Intelligence, Blockchain, robotics, and the Internet of Things Synchronized planning, intelligent supply, and digital product development Vision, attributes, technology, and benefits of smart manufacturing, dynamic logistics, and fulfillment A playbook to guide the digital transformation journey Drawing from real world-experience and problem-driven academic research, the authors provide an in-depth account of the transformation to digitally connected supply networks. They discuss the limitations of traditional supply chains and the underlying capabilities and potential of digitally-enabled supply flows. The chapters burst with expert insights and real-life use cases grounded in tomorrow’s industry needs. Success in today’s hyper-competitive, fast-paced business landscape, characterized by the risk of black swan events, such as the 2020 COVID-19 global pandemic, requires the reimagination and the digitalization of complex demand-supply systems, more collaborative and connected processes, and smarter, more dynamic data-driven decision making―which can only be achieved through a fully integrated Digital Supply Network.
Download or read book Digital Transformation Of The Supply Chain A Practical Guide For Executives written by Albert Tan and published by World Scientific. This book was released on 2021-06-18 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book unravels the complexities of supply chain process transformation by explaining step by step, in simple terms, what are the requirements for success, right from the basics to how to implement this complicated task. The book provides insights into how to lead the transformation project and how to manage the change internally and externally. The authors' hands-on experience in the field via applied research is clearly illustrated in the case studies, which provide the reader with practical examples of the challenges and benefits of implementing a digital supply chain transformation project. This is a must-have book for all supply chain and operations professionals.Related Link(s)
Download or read book E Logistics written by Yingli Wang and published by Kogan Page Publishers. This book was released on 2016-03-03 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: E-logistics serves as the nerve system for the whole supply chain and enables smooth information flow within and between organizations. This contributed book focuses on the strategic role of e-logistics in today's dynamic global environment. In E-Logistics international experts from both academia and industry examine how competitiveness and productivity in transport, logistics and supply chain management can be improved using e-logistics systems and technologies. A variety of successful e-logistics business approaches are discussed covering a range of commercial sectors and transport modes. Separate chapters consider e-logistics developments for air freight; rail freight; road freight; sea transport and port systems. Subsequent chapters address in depth support systems for B2C and B2B e-commerce and e-fulfilment, warehouse management, RFID, electronic marketplaces, global supply network visibility, and service chain automation. Industry case studies are used to support the discussion. The book also investigates emerging technologies in e-logistics and considers what the future might hold in this rapidly changing and developing field.
Download or read book The Digitalization of the 21st Century Supply Chain written by Stuart M. Rosenberg and published by Routledge. This book was released on 2020-11-09 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to gain a clear picture of the current status and future challenges with regard to the digitalization of the supply chain – from the perspective of the suppliers, the manufacturers, and the customers. They were the target groups of the book. Digitization has touched upon all aspects of businesses, including supply chains. Technologies such as RFID, GPS, and sensors have enabled organizations to transform their existing hybrid (combination of paper-based and IT-supported processes) supply chain structures into more f lexible, open, agile, and collaborative digital models. Unlike hybrid supply chain models, which have resulted in rigid organizational structures, unobtainable data, and disjointed relationships with partners, digital supply chains enable business process automation, organizational flexibility, and digital management of corporate assets. In order to reap maximum benefits from digital supply chain models, it is important that companies internalize it as an integral part of the overall business model and organizational structure. Localized disconnected projects and silo-based operations pose a serious threat to competitiveness in an increasingly digital world. The technologies discussed in this text – artificial intelligence, 3D printing, Internet of things, etc. – are beginning to come together to help digitize, automate, integrate, and improve the global supply chains. It’s certainly an exciting and challenging time for both new supply chain professionals and long-time supply chain professionals.
Download or read book The Digital Transformation of Logistics written by Mac Sullivan and published by John Wiley & Sons. This book was released on 2021-03-30 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital transformation is in full swing and fundamentally changes how we live, work, and communicate with each other. From retail to finance, many industries see an inflow of new technologies, disruption through innovative platform business models, and employees struggling to cope with the significant shifts occurring. This Fourth Industrial Revolution is predicted to also transform Logistics and Supply Chain Management, with delivery systems becoming automated, smart networks created everywhere, and data being collected and analyzed universally. The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution provides a holistic overview of this vital subject clouded by buzz, hype, and misinformation. The book is divided into three themed-sections: Technologies such as self-driving cars or virtual reality are not only electrifying science fiction lovers anymore, but are also increasingly presented as cure-all remedies to supply chain challenges. In The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution, the authors peel back the layers of excitement that have grown around new technologies such as the Internet of Things (IoT), 3D printing, Robotic Process Automation (RPA), Blockchain or Cloud computing, and show use cases that give a glimpse about the fascinating future we can expect. Platforms that allow businesses to centrally acquire and manage their logistics services disrupt an industry that has been relationship-based for centuries. The authors discuss smart contracts, which are one of the most exciting applications of Blockchain, Software as a Service (SaaS) offerings for freight procurement, where numerous data sources can be integrated and decision-making processes automated, and marine terminal operating systems as an integral node for shipments. In The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution, insights are shared into the cold chain industry where companies respond to increasing quality demands, and how European governments are innovatively responding to challenges of cross-border eCommerce. People are a vital element of the digital transformation and must be on board to drive change. The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution explains how executives can create sustainable impact and how competencies can be managed in the digital age - especially for sales executives who require urgent upskilling to remain relevant. Best practices are shared for organizational culture change, drawing on studies among senior leaders from the US, Singapore, Thailand, and Australia, and for managing strategic alliances with logistics service providers to offset risks and create cross-functional, cross-company transparency. The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution provides realistic insights, a ready-to-use knowledge base, and a working vocabulary about current activities and emerging trends of the Logistics industry. Intended readers are supply chain professionals working for manufacturing, trading, and freight forwarding companies as well as students and all interested parties.
Download or read book The Digital Supply Chain Challenge written by Ralf W Seifert and published by . This book was released on 2020-10-05 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Digital Supply Chain Challenge is a distillation of the authors' 50+ years of combined supply chain experience. Their insights and observations - captured in short articles and best-practice case studies - are brought together in one place for supply chain executives to consult at different times during their SCD voyage.
Download or read book Technology in Supply Chain Management and Logistics written by Anthony M. Pagano and published by Elsevier. This book was released on 2019-09-07 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology in Supply Chain Management and Logistics: Current Practice and Future Applications analyzes the implications of these technologies in a variety of supply chain settings, including block chain, Internet of Things (IoT), inventory optimization, and medical supply chain. This book outlines how technologies are being utilized for product planning, materials management and inventory, transportation and distribution, workflow, maintenance, the environment, and in health and safety. Readers will gain a better understanding of the implications of these technologies with respect to value creation, operational effectiveness, investment level, technical migration and general industry acceptance. In addition, the book features case studies, providing a real-world look at supply chain technology implementations, their necessary training requirements, and how these new technologies integrate with existing business technologies. Identifies emerging supply chain technologies and trends in technology acceptance and utilization levels across various industry sectors Assists professionals with technology investment decisions, procurement, best values, and how they can be utilized for logistics operations Features videos showing technology application, including optimization software, cloud computing, mobility, 3D printing, autonomous vehicles, drones and machine learning
Download or read book Digital Supply Chains and the Human Factor written by Matthias Klumpp and published by Springer Nature. This book was released on 2021-01-04 with total page 199 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers topics such as digitalization of production, operations, logistics and supply chains leading to new requirements for human capabilities and collaboration. The content is relevant for research as well as industry as digitalization is shaping all value chain processes anew. A special focus is directed towards an interdisciplinary perspective, including management science, economics, sociology, work science, computer science and psychology. In order to foster the dialogue between business practice and academics as well as university teaching and research, this contributed book is addressing academic as well as professional business views on digitalization.
Download or read book Digitization In Supply Chain Management Trends Challenges And Solutions written by Steven Carnovale and published by World Scientific. This book was released on 2024-03-15 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every industry has faced the tidal wave of 'digital' that has either re-shaped or dramatically altered their modus operandi. Supporting technologies in the management information systems arena have given rise to increased end to end visibility, real time access to information, and tightly controlled monitoring of deployed assets. In many industries it is straightforward to see the impact that digital technologies have had. Finance is a great example, with cash payments becoming increasingly less and less common, and digital currencies increasing in prominence. Yet how has this impacted supply chain management? In a discipline that spans multiple industries, continents, and companies, are there examples that we can point to that explain how digital supply chains have become? Which aspects of supply chain management were transformed by the digital tidal wave, and which functions are lagging behind? This is what this volume seeks to address.Trends: what are the current trends in digital (or digitalization) supply chain management? Ideally, these trends will include all aspects of the supply chain. That is, how has the digital revolution impacted sourcing? What are the digital trends in the logistics, warehousing, and distribution industry? How has 'digital' impacted the operations and manufacturing industry? Challenges: where are the diminishing returns to digital and its inclusion in the supply chain? Are there problems related to procurement and sourcing as the digital revolution takes hold? Are logistics challenges compounded in a digital world? Is manufacturing more streamlined or are there additional complexities that need to be addressed?Solutions: Are the challenges all too overwhelming, or are there remedies that we can advance to cope with an ever increasingly digital world?
Download or read book Digital Supply Chains written by Thomas Mrozek and published by Campus Verlag. This book was released on 2020-05-20 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concrete instructions for digital transformation in business Supply Chain Management is without question deeply affected by the disruptive forces of a modern organization, positively as well as negatively. Between Advanced Analytics and AI, agile role models and autonomous warehouses a senior executive is often in danger of losing track in the digital jungle. In these exciting times, with their many turning points, h&z aims to share insights around digital supply chains, their application in business and the so vital transformation to successfully prepare organizations for this challenge. This book provides insights into best practices current supply chain and how CSOs apply technologies and advancements. It also makes daring forecasts about how processes and leadership must be designed so that the digital transformation does not fail in its infancy, but leads to a truly agile organization.
Download or read book Conceptualizing and capturing digital transformation s customer value a logistics and supply chain management perspective written by Junge, Anna Lisa and published by Universitätsverlag der TU Berlin. This book was released on 2020-12-22 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis aims to add knowledge that contributes to answering the question of how digital transformation technologies can contribute to increasing customer value in logistics and supply chain management (L&SCM), and how manufacturing companies can mindfully use them. The output of the thesis is an architectural framework that proposes performance components, approaches and methodologies that can help in capturing this customer value. To build the basis for such a framework, this research first deduces and presents the underlying definition of digital transformation and describes its potential for, as well as current barriers for its application in, L&SCM. The study uses a systematic literature review to identify nine underlying digital transformation technology bundles. These are: auto-identification technologies; information and communication technologies; the cloud; cyber physical systems; analytics; distributed ledger; automation technologies; augmented and virtual reality; and additive manufacturing. These technologies served as inputs for a nominal group technique workshop aiming to conceptualize the dimensions of customer value based on the technologies. The derived dimensions are information disclosure, time, product/production, service/assistance, quality, choice options, and planning. Based on these findings, this thesis presents an impact assessment for customer-based L&SCM performance. The three-plus-one customer value propositions are availability, servitization, co-creation, and cognition as enhancement. Expert interviews provide the data for the architectural framework for capturing customer value based on digital transformation technologies in L&SCM. The six dimensions covered are the customer value proposition; the value portfolio; scope of collaboration; human resource management and organization; performance management; as well as the (re-)adjusting value assessment. The main scientific contribution lies in conceptualizing the customer value for L&SCM based on digital transformation technologies whereas the architectural framework constitutes the main practical contributions. Ziel dieser Arbeit ist es, die Frage zu beantworten, wie digitale Transformationstechnologien dazu beitragen und bewusst eingesetzt werden können, um den Kundennutzen in Logistik und Supply Chain Management (L&SCM) von produzierenden Unternehmen zu erhöhen. Das Ergebnis ist ein architektonischer Rahmen, der Leistungskomponenten, Ansätze und Methoden vorschlägt, wie dieser Kundenmehrwert erfasst und umgesetzt werden kann. Um die Grundlage für das Framework zu schaffen, leitet diese Arbeit zunächst die zugrunde liegende Definition für digitale Transformation ab und beschreibt deren Potentiale sowie die aktuellen Barrieren für L&SCM. Die relevanten neun digitalen Transformationstechnologiebündel werden auf Basis einer systematischen Literaturanalyse identifiziert. Es handelt sich um Technologien zur automatischen Identifizierung, Informations- und Kommunikationstechnologien, Cloud, cyberphysikalische Systeme, Analytics, Distributed Ledger, Automatisierungstechnologien, Augmented und Virtual Reality sowie Additive Fertigung. Diese Technologien dienen als Input für einen Nominal Group Technique-Workshop, der darauf abzielt, die Dimensionen des Kundennutzens auf der Grundlage dieser Technologien zu konzeptualisieren. Die abgeleiteten Dimensionen sind Informationsverfügbarkeit, Zeit, Produkt/Produktion, Service und Assistenzsysteme, Qualität, Auswahlmöglichkeiten und Planung. Auf der Grundlage dieser Ergebnisse wird ein Einflussmodell für kundenorientierte L&SCM Leistungen vorgestellt. Die drei plus eins Kundenwertversprechen sind Verfügbarkeit, Service, Ko-Kreation und Kognition als Zusatzkomponente bzw. Erweiterung. Experteninterviews dienen als Datenbasis für das architektonische Framework zur Erfassung des Kundennutzens auf der Grundlage digitaler Transformationstechnologien in L&SCM. Die sechs abgedeckten Dimensionen sind das Kundenwertversprechen, das Wertportfolio, Kollaboration, Personalmanagement und Organisation, Leistungsmanagement sowie die Erfassung und Bewertung des Kundenwertes. Der wichtigste wissenschaftliche Beitrag liegt in der Konzeption des Kundennutzens für L&SCM auf der Grundlage digitaler Transformationstechnologien, während der wichtigste praktische Beitrag in dem architektonischen Framework zu sehen ist.
Download or read book Digital Supply Chains written by Götz G. Wehberg and published by Routledge. This book was released on 2020-07-28 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practical guide to digital supply chain modelling, demonstrating an agile approach to how such models can be applied to any manufacturing company to build competitive advantage, facilitate new business models and drive towards Industry 4.0. The agile approach of the book provides an attractive alternative to the conventional country-by-country deployment of S/4 HANA and other relevant technologies. This book contains the expertise Gotz G. Wehberg has amassed over 20 years as a senior partner in a leading consulting company, working across industries and with globally recognized clients, advising on digitization. In it, he explains the scientific roots of digital supply chain management such as holism, cybernetics, self-organization and evolutionary theory to inform a deep understanding that can drive a supremely innovative strategy for Industry 4.0. Beyond strategy, Wehberg introduces the practical tools and technologies used in supply chain modelling, for example, sensors, big data, artificial intelligence and the Internet of Things, as well as a reference framework that categorizes the technologies, together with the latest concepts and tools, such as DDMRP, predictive S&OP, pattern recognition, autonomous logistics and Lean. This framework supports decision making for developing supply chains in an end-to-end and cross-functional fashion, providing clear guidance for executives and managers on how to design supply chains for the future.
Download or read book The Digital Transformation of Logistics written by Johannes Kern and published by John Wiley & Sons. This book was released on 2021-04-06 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The digital transformation is in full swing and fundamentally changes how we live, work, and communicate with each other. From retail to finance, many industries see an inflow of new technologies, disruption through innovative platform business models, and employees struggling to cope with the significant shifts occurring. This Fourth Industrial Revolution is predicted to also transform Logistics and Supply Chain Management, with delivery systems becoming automated, smart networks created everywhere, and data being collected and analyzed universally. The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution provides a holistic overview of this vital subject clouded by buzz, hype, and misinformation. The book is divided into three themed-sections: Technologies such as self-driving cars or virtual reality are not only electrifying science fiction lovers anymore, but are also increasingly presented as cure-all remedies to supply chain challenges. In The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution, the authors peel back the layers of excitement that have grown around new technologies such as the Internet of Things (IoT), 3D printing, Robotic Process Automation (RPA), Blockchain or Cloud computing, and show use cases that give a glimpse about the fascinating future we can expect. Platforms that allow businesses to centrally acquire and manage their logistics services disrupt an industry that has been relationship-based for centuries. The authors discuss smart contracts, which are one of the most exciting applications of Blockchain, Software as a Service (SaaS) offerings for freight procurement, where numerous data sources can be integrated and decision-making processes automated, and marine terminal operating systems as an integral node for shipments. In The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution, insights are shared into the cold chain industry where companies respond to increasing quality demands, and how European governments are innovatively responding to challenges of cross-border eCommerce. People are a vital element of the digital transformation and must be on board to drive change. The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution explains how executives can create sustainable impact and how competencies can be managed in the digital age - especially for sales executives who require urgent upskilling to remain relevant. Best practices are shared for organizational culture change, drawing on studies among senior leaders from the US, Singapore, Thailand, and Australia, and for managing strategic alliances with logistics service providers to offset risks and create cross-functional, cross-company transparency. The Digital Transformation of Logistics: Demystifying Impacts of the Fourth Industrial Revolution provides realistic insights, a ready-to-use knowledge base, and a working vocabulary about current activities and emerging trends of the Logistics industry. Intended readers are supply chain professionals working for manufacturing, trading, and freight forwarding companies as well as students and all interested parties.
Download or read book Technology Optimization and Change Management for Successful Digital Supply Chains written by Sabri, Ehap and published by IGI Global. This book was released on 2019-03-01 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies across different industries are launching technology-enabled (digital) business transformation programs to improve their strategic, tactical, and operational supply chain processes. The greatest challenges that they are facing include the lack of preparation and knowledge of the digital transformation life cycle and poorly addressing or neglecting the “people-related” aspects of them. Therefore, improvement initiatives have been short-lived or incomplete, and expected business benefits have not been achieved or materialized. Technology Optimization and Change Management for Successful Digital Supply Chains is a pivotal reference source that provides vital research on the application of digital business transformation programs to improve strategic, tactical, and operational supply chain processes. While highlighting topics such as maturity models, predictive analysis, and communication planning, this publication explores the limited literature in the field of digital supply chain optimization and business transformation, and complements it with practical and proven tactics from the industry. This book is ideally designed for program managers, engineers, students, and practitioners seeking current research on the field’s latest best practices on digital supply chain enablement.
Download or read book Digital Supply Chains written by Götz G. Wehberg and published by . This book was released on 2020-07-29 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practical guide to digital supply chain modelling, demonstrating an agile approach to how such models can be applied to any manufacturing company to build competitive advantage, facilitate new business models and drive towards Industry 4.0. The agile approach of the book provides an attractive alternative to the conventional country-by-country deployment of S/4 HANA and other relevant technologies. This book contains the expertise Gotz G. Wehberg has amassed over 20 years as a senior partner in a leading consulting company, working across industries and with globally recognized clients, advising on digitization. In it, he explains the scientific roots of digital supply chain management such as holism, cybernetics, self-organization and evolutionary theory to inform a deep understanding that can drive a supremely innovative strategy for Industry 4.0. Beyond strategy, Wehberg introduces the practical tools and technologies used in supply chain modelling, for example, sensors, big data, artificial intelligence and the Internet of Things, as well as a reference framework that categorizes the technologies, together with the latest concepts and tools, such as DDMRP, predictive S&OP, pattern recognition, autonomous logistics and Lean. This framework supports decision making for developing supply chains in an end-to-end and cross-functional fashion, providing clear guidance for executives and managers on how to design supply chains for the future.