AI Applications in Business Beyond Silicon Valley and Western Frameworks

Preface Introduction  About the author Chapter 1 - The AI Revolution: Disruption, Opportunities, and Risks Chapter 2 - The AI Readiness Framework Chapter 3 - Finding High-Impact AI Use Cases: Beyond the Hype Chapter 4 - From Experimentation to Execution: Implementing AI at Scale Chapter 5 - Becoming an AI-First Organization Chapter 6 - AI Ethics and Governance: Balancing Innovation with Responsibility Chapter 7 - Leadership in the Age of AI: The New Rules of Success Chapter 8 - The Global AI Landscape: Innovations, Policies, and Cultural Perspectives Chapter 9 - The Future of AI in Business: Navigating Uncertainty and Opportunity Chapter 10 - Choosing Your AI Journey: A Roadmap for Organizations and Individuals Alike Conclusion: The Path Forward: Embracing the Journey Index

Biography

Vicki Liu is the Chief Executive Officer of Apogem AI and a globally recognized expert in artificial intelligence. She has two decades of experience at the forefront of the AI revolution. As both a Fortune 500 advisor and startup mentor, she bridges the gap between cutting-edge AI innovation and practical business transformation.

Vicki's expertise spans artificial intelligence, advanced analytics, data management, digital transformation, and information governance. Her career trajectory reflects the evolution of AI itself, starting from the stage of early adoption to today’s era of widespread transformation. She previously served as Vice President for IBM Asia-Pacific, and Vice President & General Manager at Mastech InfoTrellis, where she orchestrated large-scale AI initiatives that reshaped how organizations operate worldwide.

Her deep AI expertise was cultivated during her 15 years with IBM's consulting organization, where she led major artificial intelligence and digital transformation projects for Fortune 500 companies and government entities across North and South America, Europe, and the Asia-Pacific. Vicki began her technology career at 3M, spearheading e-commerce transformation initiatives. An accomplished educator and thought leader, Vicki combines technical depth with strategic vision. She holds an MBA from Colorado State University and a Master's Degree in Computer Science from Western University.

Through her work, Vicki has become a trusted voice in how artificial intelligence will reshape industries, governments, and society. Her insights draw from real-world experience in implementing AI solutions at the highest level of global organizations, making her perspective both practical and visionary.

"Drawing on decades of leadership experience, the author makes a compelling case that the winners in the AI era won’t be those who adopt technology the fastest, but those who integrate it the most thoughtfully. With real-world insights and cross-cultural perspectives, this book is essential reading for business and technology leaders who want AI strategies that are practical, ethical, and sustainable—not just Silicon Valley hype."
Kelvin Looi, Former Vice President, Data & AI, IBM.

"Vicki Liu delivers an impressive exploration of AI in business, offering a professional deep dive into diverse practices across industries. This book shows how AI can be applied in different countries and cultures, filled with vivid examples and global insights.”
Selina Yuan, SVP, Alibaba Cloud Intelligence Group.

"As a VP of Product Management in data management, I see this book as both a guide and a call to action. It captures the urgency of today’s AI era - where trusted data, strong governance, and the rise of intelligent agents are redefining how organizations operate - while also providing a practical roadmap for leaders to move beyond pilots, scale responsibly, and build AI-first enterprises. For anyone navigating the convergence of data and AI, this book offers both inspiration and concrete strategies to shape the future of business transformation."
John Thomas, VP of Product, Informatica.

"AI’s greatest value lies not in efficiency gains but as a fundamental capability multiplier – transforming industries globally. This book is essential for leaders looking to understand and leverage AI’s adaptive power across diverse markets in Asia, Africa, Latin America and beyond."
Xiaomei Wang, Founder & CEO, PathoAI.