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Ahmed A: DEFENSIBLE AI

DEFENSIBLE AI

HOW TO SURVIVE THE ERA OF LIQUID EVIDENCE

How the World�s Best Leaders Train to Win

The CEO as Elite Athlete

When an AI initiative dies, the machine takes the blame. It's almost always the wrong suspect. Every executive who has quietly shelved an AI project has the same explanation ready: the model underperformed, the vendor oversold, the technology "wasn't there yet." In Prevail: What Leaders Must Do Now That Machines Can't Manage, Dr. Tim Bottke argues that this story is a convenient way to avoid the real culprit - a chain of management decisions made long before anyone trained a model. The bug isn't in the technology. It's in us. Bottke turns two decades of decision data into a working diagnostic. PREVAIL starts at the ground floor, where leaders reach for the tool before they've named the problem, and moves up through data, experimentation, ownership, measurement, funding, and governance. The uncomfortable finding is that the damage concentrates on the ground floor and compounds as management builds on those decisions.&nbsp; Readers will discover: <ul> <li>Why AI initiatives fail and how to course correct before the budget is committed</li> <li>Chapter checklists that allow for a working audit</li> <li>Action lists for the operator fixing a rollout, the executive shaping a portfolio, and the board member or investor stress-testing a proposal</li> <li>The one question that predicts success better than anything: what problem does this solve?</li> <li>Composite case studies based on public filings that show each failure pattern in the wild, and the fix that would have caught it</li> <li>A shared vocabulary for boards, investors, and operators to pressure-test any AI proposal</li> <li>What the market actually does when companies admit an AI failure&nbsp;</li> </ul> &nbsp; Prevail is written for those who need something firmer than hype to judge what's in front of them.&nbsp;

What Leaders Must Do Now Because Machines Can't Manage

Prevail

A Practitioner's Guide to Building Data-Driven Business Cases

Investing in Health

Drive measurable growth, engagement and ROI from your content marketing strategy in an AI-driven landscape. High-Impact Content Marketing shows senior marketing leaders, content strategists and digital teams how to turn content into a scalable revenue engine while navigating budget pressure, AI disruption and rising audience expectations for authenticity. As content marketing reaches a critical inflection point, this second edition provides a clear, strategic framework for delivering impact across channels while maintaining trust and relevance. Written by Purna Virji, a globally recognized marketing leader and Principal Consultant at LinkedIn, this award-winning book combines behavioral science with proven content strategy to help organizations stand out and convert. Drawing on real-world examples from Patagonia, Duolingo and Morning Brew, it demonstrates how leading brands align creativity with commercial outcomes and build sustainable competitive advantage. You'll learn how to: - Build high-impact content strategies aligned to revenue goals - Apply behavioral science to increase engagement and conversion - Measure ROI using attribution and revenue influence frameworks - Integrate AI into content workflows responsibly and effectively - Scale distribution across channels to maximize reach and performance This second edition includes new guidance on AI-augmented workflows, multi-touch attribution models and inclusive prompt engineering to reduce bias and risk. It also highlights how subject matter expertise creates defensible advantage in an era of automation. Future-proof your content marketing approach with a strategic, data-led system designed to deliver measurable business results, strengthen customer relationships and sustain long-term growth. Themes include: content marketing strategy, AI in marketing, customer engagement, marketing ROI, content distribution, behavioral science

Strategies to Make Your Content Intentional, Engaging and Effective

High-Impact Content Marketing

This book draws on research and experience in occupational health and safety to address a fundamental question: what separates a near miss incident from an accident that results in injury? Through analysis of workplace events, the author proposes that fortuity and luck are the key factors determining accident outcomes. Building on the CECAL (Cause, Effect, and Control of Accidental Loss) model introduced in 2000, the book explores the three 'Luck Factors' that intervene in undesired events, offering a fresh perspective on accident outcomes.This title provides the insights and tools needed to transform your perspective on workplace safety. With real-life examples, including the NASA Columbia disaster and United Airlines Flight 232, it challenges traditional safety metrics and introduces innovative concepts such as the Safety Fear Factor. It explains why measuring safety performance through injury rates is flawed, as these metrics often reflect luck rather than control. Readers will gain practical guidance on implementing proactive Safety Management Systems (SMS) to recognize, assess, and rectify near miss incidents, empowering them to prevent accidents effectively rather than relying on chance.The Safety Luck Factors: The Fortuity Elements that Influence Accident Outcomes is essential for safety professionals, workplace managers, and anyone involved in occupational health and safety.

The Fortuity Elements that Influence Accident Outcomes

The Safety Luck Factors

This book introduces Lean philosophy and illustrates the effective application of Lean tools with real-world case studies. From fundamental concepts to integrated planning and control in pull production and the supply chain, the text provides a complete introduction to Lean production. Coverage includes small batch production, setup reduction, pull production, preventive maintenance, standard work, as well as synchronizing and scheduling Lean operations. Detailing the key principles and practices of Lean production, the text also illustrates effective implementation techniques with case studies from a range of industries. Includes questions and completed problems in each chapter. Explains how to effectively partner with suppliers and employees to achieve productivity goals.Designed for students who have a basic foundation in production and operations management, the text provides a thorough understanding of the principles of Lean. It also offers practical know-how for implementing a culture of continuous improvement on the shop floor and in the office, creating a heightened sense of responsibility in all stakeholders, and enhancing productivity and efficiency to improve the bottom line. In this third edition, the author addresses management's role in Lean production. Early observers of Japanese methods focused on the shop floor to see amazing things unlike anything practiced elsewhere. The thinking was that if the "methods" could be adopted by companies elsewhere, those companies would experience the success of the Japanese. What the early observers hadn't considered were dramatic differences in the way those companies were managed, both daily and strategically.The "management side" of Lean production is addressed in two new chapters, one devoted to daily management and the other to strategy deployment. Additionally, there is a new chapter that addresses breakthrough improvement and an approach to achieving it called the Production Preparation Process. Every chapter has been revised and expanded to better tell the story of Lean production-its history, applications, practices, and methods.

A Comprehensive Guide to Lean Methodologies and Management Practices

Lean Production for Competitive Advantage

Turn enterprise AI into a source of strategic insight, not just productivity gains.The AI Gap by leading AI expert and keynote speaker Richard Foster-Fletcher shows business and technology leaders how to unlock greater value from enterprise AI by changing the structures, processes and culture surrounding it. Organizations invest in AI expecting new intelligence and transformative insights. Yet AI is often introduced through procurement, security, legal and compliance systems designed for standard software, restricting its potential before it can deliver on that promise. This book explains why this gap persists and what organizations must change to close it. You'll learn how to: - Identify organizational barriers limiting the value of AI - Move beyond productivity-focused AI implementation - Create conditions where AI can generate deeper insights - Enable employees to explore, experiment and challenge established thinking &gt;The AI Gap equips leaders to rethink AI implementation, create space for experimentation and turn artificial intelligence into a powerful driver of organizational insight and long-term business value. Themes include: enterprise AI, AI implementation, AI strategy, business transformation, organizational culture, AI innovation

How Business Decisions Expand What AI Can Do

The AI Gap

Implementing Strategy and Change in Healthcare

Build strategic and technological insight at the intersection of finance and innovation. Principles of Fintech by Alex Zarifis is a practical textbook designed for undergraduate and postgraduate students in business and financial management. Closely aligned with modules in Fintech, digital finance and financial innovation, it equips learners with the knowledge and applied frameworks needed to understand, evaluate and implement financial technologies across contemporary systems. This textbook explores the core technologies and business models shaping the Fintech landscape, from generative AI and blockchain to digital payments, InsurTech and WealthTech. Students are guided through how fintech solutions are developed, implemented and scaled, while critically assessing issues of ethics, governance, regulation and risk management. This textbook includes: - Clear learning objectives and summaries to frame each chapter and consolidate understanding - Applied frameworks linking theory to financial practice - Reflective questions and activities to encourage deeper analysis - Real-world examples to strengthen critical evaluation With its balanced integration of theory, application and critical reflection, Principles of Fintech prepares students to contribute to the evolving world of digital finance and financial innovation.

Financial Technology, Business Models and Strategic Innovation

Principles of Fintech

The Bank of the Future

Simple, Sound Measurement for Real-World Learning
Are you an L&amp;D practitioner who is avoiding measurement, analytics, and reporting because it all seems too complex, too time-consuming—or just plain intimidating? Most new L&amp;D practitioners know how valuable measurement is, but few know how to do it well or how to make sure the results matter to decision makers. In Measurement Simplified, David Vance and Peggy Parskey cut to the heart of the matter, sharing their expertise with beginners—and anyone who needs a no-nonsense refresher. They explain:
<ul>
<li>How measurement works</li>
<li>Why it’s worth the investment</li>
<li>How to do it efficiently and effectively</li>
</ul>
They walk through the most valuable measures at the course level and the department level, making sure to explain each concept in a way that is accessible and useful for novices. And they make the case for implementing smart measurement and reporting processes that will help your learning function run more like a business.
A fast and friendly on-ramp to the topic, Measurement Simplified still maintains the key insights of Vance and Parskey’s comprehensive classic, Measurement Demystified. This compact new guide offers all the knowledge and tools you need to make practical, evidence-based decisions, ensuring that you measure what matters and elevate the role of learning in your organization.

The Basics of L&d Measurement and Reporting

Measurement Simplified

Build an organization that adapts, evolves and performs in constant uncertainty. Workplace Agility by Natal Dank is a strategic guide for senior HR leaders, business executives and transformation leads who need to move beyond reactive change and design organizations that thrive in disruption. As AI accelerates change and workforce expectations shift, this book shows how to replace outdated resilience models with a more dynamic, future-ready approach. Introducing the Workplace Elasticity (WE) model, it explains how to align people strategy, business strategy and Industry 5.0 thinking to create organizations that can flex, stretch and re-form without losing performance. Combining strategic insight with real-world examples from companies including TomTom, Novartis and Liberty Latin America, it translates complexity into practical action. You will learn how to: - Align workforce planning with AI-enabled business strategy - Design operating models that adapt to constant change - Enable effective human-machine collaboration at scale - Build cultures that support purpose, connection and performance - Apply tools and frameworks for agile decision-making Workplace Agility equips you with the tools to lead with confidence in uncertainty, building adaptive organizations that sustain performance and competitive advantage. Themes include: workplace agility, organizational design, HR strategy, AI in business, workforce transformation, Industry 5.0

An HR Approach to Organizational Design and People Strategy

Workplace Agility

DEFENSIBLE AI

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