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Weidenhamer D: AI for Real Companies

AI for Real Companies

A Practical Guide to Smarter Systems and Stronger Profits

Artificial intelligence has crossed the liability Rubicon. It is no longer a backend IT experiment governed by soft ethics, voluntary frameworks, and vague policy statements; it is a material financial asset driving enterprise revenue and unprecedented legal exposure. As we transition into Industry 5.0, algorithms are making autonomous, consequential decisions at machine speed. Yet, corporate boards and risk committees are attempting to govern these gigahertz systems using static compliance checklists designed for a slower, simpler era. The result is a looming crisis of algorithmic discrimination, regulatory friction, and catastrophic reputational decay. When an opaque, black-box model hallucinates financial advice or leaks proprietary trade secrets, the ensuing failure cascade can destroy billions in market capitalization overnight.AI Governance and Risk Management provides the definitive, boardroom-ready blueprint for surviving the fragmented global regulatory dragnet. This book dismantles the illusion of traditional "Human-in-the-Loop" oversight, proving that true algorithmic safety requires hard, architectural constraints. Drawing on decades of technology operations and academic leadership, the text translates classical financial auditing principles into executable machine logic. The author brings unparalleled practical experience-from supporting six Silicon Valley startups in client-facing roles to develop computer vision use cases, to leading over 30 continuous improvement projects for Cisco Systems. Having authored foundational texts on Segregation of Duties (SOD) and Hierarchical SOD two decades ago, and backed by 15 years of teaching financial risk management, this expertise culminates in the AI Integrity Framework (AIIF). This Hamiltonian approach empowers organizations to embed continuous improvement cycles and strict SOD directly into their deployment pipelines.Readers will discover how to engineer automated "Build Breaks," architect deterministic kill switches, and secure the unstructured data supply chain against copyright contamination and intellectual property theft. By shifting from reactive public relations to proactive "Governance as Code," Chief Risk Officers, legal counsel, and audit committees can mathematically prove fiduciary control to regulators across overlapping jurisdictions, from California to the European Union.Authored by a veteran industry practitioner, creator of five previous Wiley &amp; Sons texts, and current developer of the Industry 5.0 and AI curriculum at Santa Clara University, this release is not a theoretical ethics manual. It is an uncompromising operational survival guide. It provides the exact structural tools necessary to transform artificial intelligence from an unquantified off-balance-sheet liability into a fully auditable, legally defensible, and highly profitable enterprise asset.

The AI Integrity Framework (AIIF) for Enterprise Control and Regulatory Compliance

Auditable AI Governance and Risk Management

This exciting new edition of Strategy and Human Resource Management explores how people strategy shapes organisational survival, performance and competitive advantage. It shows how HR strategy differs across organisations, industries and societies, and why those differences matter, offering a nuanced understanding of HRM in context rather than one-size-fits-all solutions. Written by world-renowned authors, it provides a rigorously analytical, research-led approach that first explains what managers actually do and the reasoning behind their decisions before considering implications for practice. Theory is brought to life through real-world examples, cases and vignettes, making complex ideas accessible and relevant. Alongside core principles of strategic HRM, the book examines the critical features of the environments in which they are applied, delivering a richly grounded, practice-orientated analysis for students and practitioners alike. New to this edition: - Fully updated throughout in terms of citing latest research and application. - New coverage of AI and robotization in the context of HRM an implications for organizational strategy. - New coverage of sustainable HRM. - New coverage of HR analytics. - New coverage of post-pandemic/Covid working and implications for employees and employers. - New and updated case studies. - Strengthening of practical tools and application. - Increased use of figures, table and other illustrations.

Strategy and Human Resource Management

Most leaders think trust is an outcome of success. The best leaders know it is the driver.In an era defined by rapid change and AI disruption, organizations face a paradox: While AI and advanced tools promise unprecedented capability, the foundation needed to unlock that potential--trust--is eroding. Employees question the systems they are asked to use, customers doubt the brands they once relied on, and leaders struggle to keep pace with shifting expectations. As trust declines, so does the ability to innovate, adapt, and grow.In The Trust Advantage, Deloitte Consulting LLP principal Ashley Reichheld offers a timely and practical guide to rebuilding trust as a strategic asset. Drawing on years of research and the proprietary TrustID system she developed, Reichheld shows how trust can be measured, managed, predicted, and deliberately strengthened across your teams, customers, and partners. The book reframes trust not as an outcome but as the underlying operating system that drives performance and long-term value.Through rich case studies, essential insights, and real-world examples, Reichheld illustrates how organizations across industries have used trust to accelerate adoption of new technologies, deepen customer loyalty, and create resilient, high-performing cultures. She breaks down the components of trust into actionable levers, equipping leaders with tools to diagnose trust gaps and embed trust-building practices into everyday decisions. From navigating AI-driven change to aligning stakeholder expectations, the book reveals how trust can reduce friction and unlock momentum.At once insightful and practical, The Trust Advantage shows that in a world of constant disruption, trust is not a byproduct of success--it is the engine of it. Leaders who build it with intention will create the strongest, most enduring advantage of all.

What Really Drives Performance in the Age of AI

The Trust Advantage

This accessible and thought-provoking book offers a critical exploration of global health philanthropy, blending personal narrative with a rigorous examination of the field's challenges and opportunities. Grounded in the authors' decades of experience, Crossroads in Global Health reflects on the transformative power of medicine, the complexities of global health engagement, and the enduring human impulse to alleviate suffering. The authors examine the tension between short-term relief and durable system change, and show how reframing global health as a marketplace, powered by data, analytics, and AI, can better match resources to need and turn goodwill into measurable impact.Key Features:· Explores the history, evolution, and critiques of global health, with a focus on discrete philanthropic medical missions.· Examines the landscape of global health needs and resources, shaped by logistics, incentives, and institutional structures.· Reflects on the authors' personal journeys in global health, offering insights into the challenges and lessons learned from decades of experience.· Proposes innovative approaches to harnessing data and technology to create a more efficient and accountable marketplace for global health philanthropy.· Balances the importance of systemic solutions with the moral imperative of immediate care, emphasizing the enduring value of direct human connection in medicine.Building on the authors' previous works, including the World Compendium of Healthcare Facilities and Nonprofit Organizations, this book is an essential resource for medical practitioners, academics, and professionals in the non-profit, public, and private sectors. It offers a compelling call to action for those seeking to make a meaningful impact in global health, while honoring the profound responsibility and transformative potential of the medical profession.

Pragmatic Solutions in a Complex World

Crossroads in Global Health

Bridging the Talent Chasm

How to Create, Manage, and Sustain a Skills-Based Culture

The TWI Implementation Field Guide

Ask for an Answer

The need for resilience at organisational, department and individual level has never been greater. Geopolitical conflict, climate change, supply chain disruption and political instability are just a handful of the risks that leaders must mitigate to ensure stable business operation and optimum effectiveness. Project resilience refers to the ability of a project or initiative to anticipate, adapt and recover from unexpected challenges, disruptions or uncertainties. It involves the capacity to withstand shocks, maintain functionality in the face of adversity, and quickly recover to a stable state. Resilient projects underpin resilient organisations; a resilient organisation produces sustainable competitive advantage. This book offers a structured framework - the Project Resilience Maturity Model - to assess and enhance resilience in organisations. The authors begin by considering different approaches to project resilience, and by identifying potential tensions therein. In the second part, methods of sustaining project resilience are examined, focusing on the perspective of the project manager, personal responsibility and leadership. The latter part of the textbook provides practical tools and applications to assess and enhance project resilience. Throughout, the authors employ a pedagogical framework designed to ensure maximum effectiveness for students and practitioners. Chapters are organised to reflect the evolution of project resilience maturity and concepts are introduced in a sequential order that builds on what has come before, with Key Takeaways summarising each chapter's most critical points. Fictional case studies illustrate how topics can be implemented in a project management setting, while Key and Dormant Tensions highlight potential blind spots. Demystifying complex topics without sacrificing scholarly rigour, Project Resilience provides you with a strategic approach to ensuring projects are well-equipped to withstand uncertainties and adapt to dynamic conditions. It is the perfect textbook to support advanced Project Management and Organisational Resilience courses, and to provide practical methods for leading responsible organisations.

Navigating Tensions from Control to Transformation

Project Resilience

Dieses Buch bietet eine interdisziplinäre und praxisnahe Auseinandersetzung mit dem Thema KI-Kompetenz im österreichischen Kontext. Die Autorinnen des Bandes untersuchen, welche individuellen, organisationalen, rechtlichen und gesellschaftlichen Kompetenzen und Rahmenbedingungen erforderlich sind, um den Umgang mit Künstlicher Intelligenz verantwortungsvoll zu gestalten. Im Mittelpunkt steht die Frage, wie KI-Kompetenz über Bildung, Governance und institutionelle Strukturen hinweg gefördert, vermittelt und nachhaltig verankert werden kann.
Das Herausgeberwerk spannt den Bogen von der nationalen KI-Strategie und dem europäischen Rechtsrahmen (EU AI Act) über Kompetenzmodelle und AI-Literacy-Ansätze bis hin zur Umsetzung in Unternehmen, der öffentlichen Verwaltung, Hochschulen und weiteren gesellschaftlichen Handlungsfeldern. Die Beiträge verbinden wissenschaftliche Erkenntnisse mit Praxisperspektiven und beleuchten Fragen der Governance, Qualifizierung, organisationalen Transformation und gesellschaftlichen Teilhabe. Zugleich rückt das Buch die demokratischen, ethischen und gesellschaftlichen Dimensionen von KI-Kompetenz in den Fokus. Medien- und Demokratiekompetenz, Civic AI Literacy sowie Gender- und Diversitätsperspektiven werden dabei als zentrale Dimensionen einer verantwortungsvollen KI-Kompetenz verstanden.
Das Buch richtet sich an Entscheidungsträger:innen in Politik, Verwaltung und Organisationen, an Fachleute aus Bildung, Forschung und Personalentwicklung sowie an zivilgesellschaftliche Akteure. Es bietet theoretische Orientierung, empirische Einblicke und konkrete Gestaltungsperspektiven für alle, die den verantwortungsvollen Einsatz von KI in Österreich aktiv mitgestalten möchten.

Interdisziplinäre Perspektiven auf Bildung, Organisationen und Gesellschaft

KI-Kompetenz in Österreich

Now in it's eighth edition, with this practical book understand measuring and improving employee performance in modern organizations. Armstrong's Handbook of Performance Management by bestselling author Michael Armstrong is a core textbook for students of human resource management, organizational behaviour and leadership. Suitable for undergraduate and postgraduate study, this new edition aligns with performance management, appraisal and reward courses, while reflecting the impact of AI, digital transformation and evolving workplace practices. The book covers the full performance management cycle, including goal setting, measurement, feedback, development and managing underperformance, alongside leadership, performance culture and reward systems. This textbook includes: - Real-world examples from Microsoft, HSBC and IBM to demonstrate how theory is applied in practice across modern organizations - Practical frameworks for performance planning, measurement and evaluation - Exercises and activities to support critical thinking and application - Guidance on feedback, coaching and managing underperformance - Online resources including lecture slides, instructor materials, glossary and literature review Whether studying HRM or preparing for a career in people management, Armstrong's Handbook of Performance Management equips students with the knowledge and skills to manage performance effectively in today's workplace.

An Evidence-Based Guide to Performance Leadership

Armstrong’s Handbook of Performance Management

Real-World Advice for Senior Leaders

Leadersmithing in Real Life

&nbsp;What separates managers from true leaders?After more than three decades leading teams at some of the world's most influential companies, including Microsoft and Samsung, Harry Patz Jr. has learned that leadership is rarely found in organizational charts, management theories, or corporate buzzwords. The most important leadership lessons are often the unwritten ones.In&nbsp;Unwritten Rules of Leadership, Patz shares a practical, witty, and deeply personal guide to leading people, navigating change, and building organizations that thrive. Drawing from real-world experiences in technology, business transformation, sports, history, military leadership, and even classic films, he distills hard-earned lessons into actionable principles leaders can apply&nbsp;

An Insider's Guide to Leading and Managing

Unwritten Rules of Leadership

AI for Real Companies

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