経営学・会計学 — 全 下位分類

This Open Access book introduces the Second Chances Framework, a practice-informed tool designed to evaluate whether individuals who have committed ethical wrongdoing in organizational settings should be granted another opportunity. Drawing from twelve years of Executive MBA classroom discussions, the framework is built on real-world cases shared by experienced professionals across diverse sectors. It identifies five key factors-precedent, reparation, trust, transparency, and fairness-that guide structured reflection and ethical judgment.

The chapters delve into critical questions such as: How should organizations weigh the seriousness of the original wrongdoing? Can trust be rebuilt, and what role does transparency play in ethical decision-making? Through detailed case studies and expert analysis, the book explores the tensions and interplay between these factors, offering a flexible yet robust approach to navigating complex ethical dilemmas. The framework is not a prescriptive formula but a tool for informed judgment, making it an essential read for those involved in organizational ethics.

Aimed at scholars, practitioners, and students of organizational ethics, this book provides a structured, practical guide for navigating second chance decisions. It answers the call to embed ethics more deeply in organizational practice, ensuring decisions are grounded in ethical integrity and transparency.

This book is a comprehensive guide to the validation of models used in fraud detection and anti-money laundering (AML) compliance for financial professionals. Focusing on the critical aspects of data quality, transaction monitoring, and customer risk rating, this book equips readers with the knowledge and tools to ensure that their models meet regulatory standards and effectively mitigate financial crime risk.

As financial crimes become more and more sophisticated, there is a growing need for a specialized resource that addresses both the technical and regulatory challenges financial managers are facing . Offering a framework, tools, and case examples as well as incorporating the role of AI, this book helps readers ensure that their models are robust, reliable, and capable of detecting and preventing financial crimes effectively.

The global shift toward sustainability has placed Environmental, Social, and Governance (ESG) principles at the forefront of business strategy and policy-making. How ESG Drives Green Innovation and Growth: Inventing Tomorrow examines in significant detail how ESG frameworks are catalyzing green innovation, fostering sustainable business practices, informing strategic decisions and driving economic growth in a rapidly changing world.

The cutting-edge research offers a comprehensive analysis of how ESG principles are transforming industries, from energy and manufacturing to finance and technology. It highlights the role of ESG in shaping corporate strategies, influencing investment decisions, and driving technological advancements that reduce environmental impact. By integrating insights from policy, finance, and business sustainability, readers gain a multidisciplinary perspective on the opportunities and challenges of implementing ESG-driven innovation.

Technological Innovation and Sustainability for Business Competitive Advantage book series highlights business problems faced by institutions in a scientific way, finding possible practical solutions. Contributing to setting and improving business theories and practices and encouraging scientific research in technological innovation and sustainability, volumes activate dialogue between academics, practitioners and individuals and provide recommendations to improve institutions.

The transformation of Asia demonstrated in its demographic transition, social progress, economic development, and technological innovation has been phenomenal. Dragon Innovation: Shenzhen is one of the first comprehensive analyses on the formation of China's technology hub, Shenzhen and the Greater Bay Area, in a multidimensional and multicultural society in the 21st century amid global trade war and great power competition. It examines how and why Shenzhen and the Greater Bay Area emerged as Asia's leading technology cluster from historical, cultural, political, institutional, business and social perspectives to present an innovation experience that differs from the widely known western innovation hubs. In-person interviews with Shenzhen local government officials, renowned Shenzhen business leaders including Huawei's Ren Zhengfei, Tencent's Pony Ma Huateng, and the chief scientists at major technology & AI companies as well as EV companies including BYD make this book authentic and outstanding. Interviews with tech investors, academics, salespeople, grassroots entrepreneurs and migrant professionals make this book rich, vivid and informative. This book will interest scholars, policymakers, development practitioners, technologists, transnational entrepreneurs and global investors.

This book explores the managerial, marketing, economic, operational, and financial strategies that have enabled trade publishing to confront many macroeconomic and technological changes so far in the 21st century in a far more efficient way than many other creative industries, such as the newspaper industry.

Despite these unsettling changes and business threats, the book industry maintained a sense of "continuity." No major trade book publishing house has gone bankrupt, due in some measure to a wave of mergers and acquisitions. Publishers have also succeeded by discovering and publishing new authors, many in demographic groups that have long been marginalized, such as women, African-Americans, Hispanic-Americans, and Asian-Americans.

This work discusses the complex disruptive challenges trade book publishing confronted after 2000, especially after the wide acceptance of the internet and the launch of Amazon.com. It will provide a series of managerial, marketing, financial, copyright, information technology suggestions the industry should consider as it continues to face a myriad of challenges and opportunities. It will appeal to researchers interested in understanding the business aspects of an industry that has been forced to evolve in order to survive, and in some cases, thrive.

Women, leadership, spiritualty, and religion have been complexly interwoven throughout history and cultures. The Inspirational Women Leaders: The Challenges and Rewards of Religion, Spirituality, Purpose, and Calling in Leadership books explore support and obstacles that women leaders face as shaped by religion and spirituality, the impact of historical and contemporary women leaders influenced by their beliefs, and how women leaders practice spiritual leadership in a variety of contexts. For some women, their leadership connects with finding and exploring a sense of purpose, recognizing and following a calling or vocation, and exploring the impacts of religion and spirituality on leadership and society.

By celebrating women leaders and their leadership styles, these books highlight impactful leadership approaches and heartening stories of endurance. Serving as a model and motivation for women leaders, these books also create a community for women leaders around the world.

Part One, focusing on Contemporary Research and Reflections, delves into the profound and often underexplored connection between a woman's leadership in her life and work with her diverse spiritual, religious, or philosophical foundations. Part Two, focusing on Spiritual Women Leaders across Time and Cultures, features historical figures and contemporary leaders from various faith traditions, revealing how their spiritual journeys have shaped their transformative leadership. Both books illuminate how personal beliefs and a sense of greater meaning can be a source of immense strength and a catalyst for unique challenges in a leader's professional and personal life.

The Transformative Women Leaders Series is published in collaboration between the International Leadership Association (ILA) and Emerald Publishing. Celebrating women leaders and the leadership styles they employ to achieve success, the books in this series highlight successful leadership approaches across contexts, time, and cultures.

This hands-on book provides educational organizations with practical guidance in the establishment, certification, and sustained management system in accordance with the requirements of DIN ISO 21001:2025. Each chapter of this book describes the relevant requirements of the standard. This includes contextual background information, actionable recommendations, and insights on how to apply the standard's text effectively. Valuable insights are offered on potential indicators to assess the capability of various processes within educational organizations. Every section comprises meticulously compiled lists of essential documented process and procedure descriptions, along with clear expectations regarding the evidence required for audit purposes. In addition, each section features a catalog of potential audit questions that serve as valuable tools for both internal and external audits conducted by educational organizations. Furthermore, the documentation is enriched with informative digressions that delve deeper into specific topics, providing a more thorough understanding of key areas. Invaluable to educational institutions are the audit questions provided at the conclusion of each standard section, drawn from the authors' extensive audit experience. The book is specifically useful for professionals who are working for educational organizations or are interested in the DIN ISO 21001:2025 standard.

Leading Organizational Wellbeing explores how leaders can advance organizational wellbeing by applying practices from the Social (S) pillar of ESG to enhance employee satisfaction, reputation, social impact, and customer loyalty. It provides a seven-level framework of the economics of organizational wellbeing that provides a broader perspective on its impact. Drawing on insights from eight experts, it examines what enables people and organizations to thrive and highlights evidence based approaches leaders can implement to unlock human and organizational potential.

Leading Organizational Wellbeing frames organizational wellbeing as a multi-level concept that extends from individuals and teams to industries, nations, and global systems. Topics include mindful leadership, the psychological impact of language, strength-based leadership, positive emotions, and solution-focused approaches. The book also presents a heart centered leadership model integrating cardiovascular and neuroscientific research, as well as the roles of movement, joy, and play in fostering wellbeing. This book is useful for professionals and leaders wanting to create a business that excels with motivated workers, as well as researchers, scholars, and students in leadership, organizational development, and strategy.

The economy remains a rationalising tool for explaining the condition of the artist, both for professional and for experts, even when this implies a form of dissociation between the artist and the economist. Focusing on the relationship between art and the market removes entire sections of the social imagination and aesthetic sides linked to art. This two-volume ethnographic work provides answers to what appears to be a mysterious phenomenon, young people's vocation for art, by focusing on real-life situations and testimonials in a critical perspective.

This second volumes expands on the findings of the first, which explored the lives and careers of young artists, by exploring their early-carreer and the other professionals that exist in the creative industries, associative worlds and art world. Professionals, working in galleries, theatres and as gatekeepers in privileged cultural institutions, are essential to frame the entrepreneurial success promised to young artists if they play by their rules. It will be of great interest to scholars and students of the arts economy, work and employment and entrepreneurial ecosystems.

This book examines the transformation of online targeting in a world of increasing privacy regulation, declining third-party identifiers, and growing reliance on first-party data. It provides practical guidance for marketers, technology teams, and decision makers who need to build sustainable digital advertising and data strategies.

The authors explain how organizations can develop privacy-compliant targeting capabilities based on first-party data, identity resolution, and modern marketing technology architectures. They evaluate emerging approaches from both advertiser and publisher perspectives and show how companies can maintain effective targeting, measurement, and personalization in a cookieless environment.

Without consistent and privacy-compliant customer recognition across touchpoints and devices, organizations risk fragmented customer views, inefficient advertising spend, and unreliable attribution. This book outlines concrete strategies to overcome these challenges and build a future-ready foundation for data-driven marketing.

The Authenticity Formula draws on insights from over 60 interviews with experienced practitioners and leaders working across branding, licensing, design, entrepreneurship, and cultural leadership. The book examines how authenticity is built, tested, and often contested across markets. Rather than treating authenticity as a short-term business attribute or a transactional claim, it is approached as a longer-term organizational condition shaped by values, decisions, and cultural context.

Each chapter explores a distinct combination of authenticity dimensions, combining first-hand accounts, international case studies, and critical reflection to show how organizations navigate growth and change while maintaining credibility. The authors examine both successes and failures, illustrating how cultural understanding, co-creation, and consistency between intent and action influence trust across different settings.

Written in a clear and accessible style, the book offers readers practical frameworks and analytical tools, such as the A.U.T.H.E.N.T.I.C. Framework, to assess cultural alignment, avoid superficial localization, and better understand the implications of authenticity in global brand practice. The underlying ambition is to contribute to broader social impact by clarifying how authentic attributes influence organizational change over time.

This book is intended for brand leaders, designers, and strategists seeking culturally grounded and credible approaches to brand development across markets.

This book shows how churches can discover and strengthen their distinctive identity-enabling them to present themselves as a strong brand both internally and externally. Instead of focusing on superficial advertising, it highlights what truly defines churches and how they can live and communicate these values credibly.

Combining insights from brand sociology with real-life examples, including a detailed case study from the Diocese of Feldkirch/Vorarlberg (Austria), the book offers practical guidance for authentic and collaborative church leadership. It is aimed at those who want not only to manage their church in challenging times, but to actively shape its development-preserving what is valuable while addressing necessary change.

Come See the Truth explains how socialist Yugoslavia became a hot spot for international tourism during the Cold War. Following the 1948 split with the Soviet Union, Yugoslavia boldly and dynamically exploited tourism for political ends, inviting foreigners to "come see the truth" to counter Soviet invectives. During the following years, a combination of pragmatism and innovation led to an open-door policy that was fundamental to the country's tourism strategy and that allowed Yugoslav citizens to freely travel abroad for both work and leisure.

Situating this history in the dual contexts of the Cold War and the history of tourism, Igor Tchoukarine traces efforts by politicians, federal and republican administrations, tourist organizations, and individuals to develop international tourism in Yugoslavia. He reveals how tourism was inseparable from geopolitics, allowing Tito's state to enjoy international prestige and political legitimacy on both domestic and international levels. Yet Come See the Truth also uncovers the pitfalls of Yugoslavia's tourism boom, which exacerbated economic difficulties and rivalries and came to an end during the country's early-1990s collapse and descent into nationalist fervor and violence.

This book presents a rigorous, historically grounded analysis of the mechanisms that sustain brand formation, successor development, and transgenerational entrepreneurship in Japanese long-established family firms. Through an in-depth, multi-method case study of YAMAMOTO-NORITEN-a seven-generation, 175-year-old seaweed company in Nihonbashi-it fills a major gap in family business research, where longitudinal, empirically documented studies of individual firms remain rare.

The book contributes three major scholarly advancements. First, it offers a detailed account of how legacy brands emerge as accumulations of intangible assets, socio-emotional wealth, symbolic capital, and embedded family narratives. Second, it advances the concept of successor legitimacy by integrating Weberian traditional authority, Linton's status theory, and contemporary legitimacy research, arguing that successors must navigate a "constraint-autonomy dilemma." Third, it proposes a model of the legacy accumulative chain, demonstrating how innovations and inherited resources interact across generations in a long-term, path-dependent process.

The work targets practitioners, scholars, and graduate students in family business, entrepreneurship, Japanese management, organizational theory, and socio-economic history. It provides a robust empirical foundation through company documents, genealogies, and extensive oral histories, illustrating how intangible assets and institutional embeddedness shape continuity and competitive advantage. Overall, the book offers a theoretically innovative and empirically rich contribution to global family business scholarship.

This book presents cutting-edge research and practical insights from the Smart Service Summit 2025, exploring how smart services, artificial intelligence, and digital platforms enable sustainable value creation across industries. As service-driven business models become increasingly relevant, modular and data-driven service systems are transforming sectors such as manufacturing, logistics, mobility, smart cities, and finance.

Contributions address topics including AI-enabled maintenance, digital twins, circular economy strategies, urban digital transformation, resilient supply chains, and ESG reporting. Special attention is given to the ethical implications of AI, the governance of digital ecosystems, and compliance with emerging regulatory frameworks such as the EU AI Act.

With a focus on co-creation, adaptability, and future-readiness, this volume connects academic rigor with real-world application. It offers actionable knowledge for researchers, professionals, and policymakers working at the intersection of digital innovation, service design, and sustainability.

This book introduces mobile ethnography as an in-situ qualitative research method that enables participants to document lived experiences on smartphones as they unfold. By capturing in-situ data such as text, photos, videos, audio, ratings, timestamps, and GPS, the method provides rich contextual insight into experiences as they are lived, not just remembered. Visualized as journey maps, customer and employee experience data can be analyzed to identify patterns, pain points, and opportunities for improvement.

Grounded in service design, customer experience research, and ethnography, the book presents a systematic literature review of ethnographic research in leading information systems journals from 2000 to 2025. The review finds increasing methodological transparency, but also persistent gaps in research design, triangulation, and reflexivity. To address these gaps, the author proposes an exemplary research design to strengthen validity and reliability.

Using Design Science Research Methodology, this dissertation develops mobile ethnography as a design artifact comprising the method, participant-facing mobile apps, and web-based analysis software for researchers. Based on seven iterative design cycles, the book shows how participants can become active contributors to customer experience research while maintaining data integrity and motivation. It concludes with implications for AI-supported analysis. In other words: rigorous research, but with dirt under its fingernails.

This book provides practitioners with an overview of human resource management from an evidence-based perspective including practical examples. It is structured to align with the Society of Human Resource Management (SHRM) curriculum for HR professional certifications. The book begins by providing an understanding of workforce dynamics covering globalization, risk management, law and regulation, corporate social responsibility, and organizational strategy. From there the remainder of the book goes into the modern complex HR functions through the three-pillar model of human resource management detailing people resources, HR functions, and people-oriented approaches. The book also discusses current trends and the future of human resources, including the use of data and technology. Featuring data-driven insight, best practices and examples, this book is appropriate for professionals, practitioners, and MBA students in human resource management.

This book provides advanced research on technological innovation and digital transformation in tourism and management. Indeed, one of the sectors hardest hit by the pandemic was tourism, likewise one of the post-pandemic effects is the rapid recovery of the sector, but more importantly is the great innovation that has occurred in marketing strategies for tourism and applying management strategies not only to be more profitable but to have the best customer satisfaction. Featuring selected papers that presented at the 2025 International Conference on Management, Tourism, and Technologies (ICMTT) held in San Carlos, Costa Rica, this book offers interdisciplinary insights on technology-driven tourism development. Specifically, it explores the impact of digital transformation on tourism and management practices as well as covering contemporary topics such as AI, big data, and smart tourism technologies. This book is valuable to scholars, academics, and students that seek to innovate, gain insight and establish a knowledge base in technology management in tourism.

This book provides a comprehensive examination of the role of the digital economy in promoting high-quality development. The approach to the subject matter is systematic. The study commences with an examination of contemporary research on the high-quality development of rural tourism in a digital context. Subsequent to this, an exhaustive investigation is conducted, encompassing diverse domains such as international experiences, operational modalities, impact analysis, and evaluation strategies. This investigation integrates an array of research methodologies, including literature reviews, empirical research, case analyses, and system dynamics. The intended readership comprises researchers, students, policymakers, and practitioners specializing in tourism and the digital economy. The content is presented at an academic yet accessible level.

A Call to Action Part 1: Advancing Diversity, Equity, and Inclusion through Systems, Institutions and Policy Levers confronts one of the most pressing challenges in contemporary organizational life: how to sustain and strengthen DEI commitments amid intensifying political, cultural, and institutional resistance. Rather than retreating from this moment, the contributors to this volume respond with clarity, evidence, and resolve.

Drawing on cutting edge research across management, public policy, organizational behavior, and social justice scholarship, the chapters speak directly to researchers, leaders, policymakers, and institutional stakeholders. Each contribution identifies a critical priority for advancing DEI through structural, systemic, and policy based interventions. Together, they illuminate the wide-ranging levers-legal, economic, cultural, technological, and organizational-that shape whether DEI efforts falter, stagnate, or meaningfully transform workplaces and communities.

The book's breadth reflects the complexity of the current landscape. Topics span parent supportive policy design, science censorship, disability inclusion, sexual harassment prevention, workforce reintegration, reproductive benefits, entrepreneurial ecosystems, anti discrimination legislation, and the emotional and institutional work that sustains inequity. Authors examine the backlash against DEI, dismantle persistent myths, and offer bold strategies for resilience, refinement, and renewed purpose. Across these chapters, a shared message emerges: DEI is not a passing trend but a foundational requirement for organizational effectiveness, societal well being, and long term success.

Together with A Call to Action Part 2: Transforming Diversity, Equity, and Inclusion through Norms, Leadership Practices, and Mindset, the two volumes offer a comprehensive roadmap for scholars and practitioners committed to defending, reimagining, and advancing DEI in an era of profound challenge and possibility.

In a rapidly evolving global economy, sustainability has become a central concern for businesses, policymakers, and educators. As organisations increasingly integrate environmental, social, and governance (ESG) considerations into their strategies, accounting and finance education must evolve to prepare future professionals for this new landscape.

Sustainability in Accounting and Finance Education explores how sustainability principles can be embedded within accounting and finance teaching, research, and professional practice. Bringing together international contributions from scholars and researchers, the book examines key themes including curriculum innovation, environmental and social accounting, ESG performance, governance, digital transformation, artificial intelligence, FinTech, and sustainability-aware assurance.

Through diverse theoretical perspectives and practical insights, the chapters highlight how emerging technologies, responsible governance, and sustainability reporting are reshaping accounting and finance education worldwide. The volume offers valuable insights for educators seeking to modernise curricula, researchers exploring sustainability-related accounting topics, and professionals interested in the future direction of the discipline.

The Business Innovation Strategies Governance and Sustainability series is aligned with SDGs and rooted on multidisciplinary perspective. It focuses on research stream from various paradigms, theoretical lenses and mixed method approaches to offer insight from both scholars and practitioners towards a better understanding of the current trends of business innovation strategies and corporate transformation towards governance and sustainability.

Event Planning Management explores the principles and practices essential to the planning and managing of events. Supported by real-world case studies that provide practical insights for evaluation and implementation, this contributed work systematically covers the crucial elements of event planning, beginning with core principles before advancing to more specialised areas. The chapters are structured to introduce past, as well as emerging challenges in event planning.

By emphasising the feasibility and adaptability of planning and design models, the book encourages critical evaluation and continuous improvement. It also highlights the importance of innovation, sustainability, and collaboration with local communities, businesses, and governing bodies. With contributions from a diverse range of global experts, this an essential resource for practitioners and scholars alike.

Advancement in Medical and Wellness Tourism, Volume 1 delves into how innovation and human creativity are reshaping the way of travel for health care. This book explains how technology, creativity, and entrepreneurial spirit are transforming the way people seek wellness beyond borders. The edited book highlights new opportunities, challenges, and solutions shaping the medical tourism industry today.

With global case studies and insights into emerging markets-particularly in Asia-it provides a nuanced analysis of how destinations are reimagined and marketed to meet the needs of health-conscious travellers. Students, researchers, policymakers, healthcare professionals, and industry leaders, will find it a critical resource for understanding the global trends, challenges, and opportunities in one of the fastest-growing segments of the tourism industry.

This book offers a rigorous yet accessible exploration of organisational politics, providing scholars with a systematic framework for analysing one of management's most elusive concepts. Moving beyond fragmented definitions, it deconstructs politics into seven core dimensions-power, influence, culture, communication, conflict, networking, and strategy-creating a coherent foundation for research and comparative analysis.

Each chapter integrates theoretical discussion with case studies, historical examples, and structured debate prompts, making it a valuable resource for graduate-level study and scholarly inquiry. By combining conceptual clarity with empirical insights, the volume advances understanding of how political dynamics shape organisational behaviour.

Essential reading for academics in management, organisational studies, and business ethics, this work bridges theory and application, challenging sanitised narratives of corporate life and offering an unfiltered look at power, manipulation, influence, and strategic networking.

This book explores the multifaceted challenges and innovations shaping sustainable industrial development in sectors such as automotive, naval, pharmaceutical, agrifood, furniture, and steel work. Presenting 17 select papers presented at the contributions presented at the 5th International Conference on Quality, Innovation, and Sustainability (ICQIS) in Lisbon, Portugal, this book provides research and case studies in collaborative manufacturing, Industry 4.0 and 5.0, machine learning application, energy management, logistic optimization, and sustainable product-service systems. Collectively, the enclosed chapters provide practical insights into the implementation of sustainability-driven strategies driving change in manufacturing, technology, and quality systems. It is a valuable resource for researchers, academics, students, business leaders, and policymakers seeking to understand and advance sustainable innovation across industries.

This edited volume explores how managerial perspectives can shape meaningful and satisfying organizational experiences in the context of evolving structures and sustainability challenges. While management research often draws on organizational theories such as institutional or agency theory, the exchange between organization studies and sustainability remains limited. This book bridges that gap by using sustainability as a critical lens through which to understand organizational behavior, legitimacy, and long-term strategy.

Addressing topics such as corporate social responsibility (CSR), corporate citizenship, sustainability strategy implementation, and the management of complex multi-stakeholder relationships, this book emphasizes the need for scholarship that addresses environmental, organizational, and socio-economic issues across multiple levels, advocating for solutions that are integrated, inclusive, and transformative.

Born-digital companies are often praised as agile disruptors - until growing scale, legacy decisions and internal complexity slow them down. This book shows how digital-era firms can deliberately renew themselves through internal corporate ventures, turning them from side projects into powerful engines of strategic change. Based on an in-depth case study of a leading European fintech, it reveals how leaders can structure, stage and steer such ventures to keep their organizations fast, innovative and focused.

The book develops a process model of strategic renewal that goes beyond born-digital companies. It offers actionable insights for any organization facing disruption, legacy structures or the challenge of sustaining innovation. By explaining how routines, capabilities and mindsets can be reconfigured over time, the study provides executives, entrepreneurs and corporate innovators with a practical roadmap for building lasting renewal capabilities - in digital natives and established firms alike.

This book proposes the theory of dual (analog-digital) transformation (ADX) as a new framework for business transformation in the digital era, highlighting leading Japanese manufacturing firms. At its foundation, the book presents two core perspectives, the three-core competence strategy and the architecture strategy, which explain how firms build and reconfigure organizational capabilities in response to technological change. By tracing the evolution of manufacturing architecture and competence development, the book shows how analog and digital systems can coexist and reinforce each other.

While digital transformation (DX) has gained global attention, the enduring strength of Japanese manufacturing lies in its continued evolution through analog transformation-the refinement of craftsmanship, process integration, and tacit knowledge. The book examines how current IT technologies, including data analytics, IoT, and AI, are reshaping the traditional foundations of monozukuri (Japanese manufacturing), and how firms can align IT architecture and organizational competences to sustain innovation in the AI era.

Beyond the conventional framework of digitization, digitalization, and DX, this book proposes ADX as the next step for firms rooted in collaborative monozukuri-a model integrating analog excellence with digital innovation. Sustainable competitiveness emerges not from replacing analog systems, but from combining the two.

Through multiple cases of Japanese firms, the book demonstrates how Japanese manufacturers are restructuring capabilities, bridging management and production, and achieving deep analog-digital integration. Ultimately, it offers a roadmap for traditional manufacturing firms to evolve their IT strategies and thrive in the age of AI and organizational reinvention.