Enterprise AI Productivity

<p><strong>Actionable Information Enterprises Need to Transform into an AI-Fueled Business</strong></p> <p>In an era when artificial intelligence is reshaping industries, most organizations still struggle to move beyond experimentation. <em><strong>Enterprise AI Productivity</strong></em> is a timely and authoritative guide that bridges the gap between AI ambition and execution. Written by Selim Mimaroglu, former Director of Data Science and Machine Learning at Oracle, this book offers a structured, experienced roadmap for transforming your organization into a high-performing, AI-powered enterprise.</p> <p>Think of AI as a dream product--one that requires a symphony of teams, tools, and strategies to bring it to life. While software development has long-established frameworks, AI demands a new organizational blueprint. This book demystifies the complexities of AI adoption by presenting a clear, practical approach to building and scaling AI solutions. Through real-world examples and a chapter-by-chapter breakdown of roles, responsibilities, and workflows, readers will learn how to identify high-impact problems, develop AI models, and deploy them into production with confidence and clarity.</p> <ul> <li><strong>AI Organizational Design</strong>: Learn how to structure your teams for success and avoid the pitfalls that cause 80% of AI projects to fail</li> <li><strong>From Idea to Product</strong>: Discover how to move from identifying a business problem to building a scalable AI product family</li> <li><strong>Model Lifecycle Management</strong>: Master the end-to-end process of training, deploying, monitoring, and maintaining AI models</li> <li><strong>Cross-Functional Collaboration</strong>: Understand the roles of individual contributors, teams, and leaders in an AI-driven organization</li> <li><strong>Real-World Case Studies</strong>: Gain insights from the author's hands-on experience leading AI initiatives across global enterprises</li> <li><strong>Strategic AI Thinking</strong>: Explore the differences between product platforms, product families, and industry platforms--and how to leverage each</li> </ul>