Overview

Actionable Information Enterprises Need to Transform into an AI-Fueled Business In an era when artificial intelligence is reshaping industries, most organizations still struggle to move beyond experimentation. Enterprise AI Productivity 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. 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. AI Organizational Design: Learn how to structure your teams for success and avoid the pitfalls that cause 80% of AI projects to fail From Idea to Product: Discover how to move from identifying a business problem to building a scalable AI product family Model Lifecycle Management: Master the end-to-end process of training, deploying, monitoring, and maintaining AI models Cross-Functional Collaboration: Understand the roles of individual contributors, teams, and leaders in an AI-driven organization Real-World Case Studies: Gain insights from the author's hands-on experience leading AI initiatives across global enterprises Strategic AI Thinking: Explore the differences between product platforms, product families, and industry platforms--and how to leverage each

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9780135474426

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Dr. Selim Mimaroglu is a senior AI leader and former Director of AI at Oracle Utilities. Dr. Mimaroglu introduced and operationalized AI across Oracle's business units, building an AI Center of Excellence and shipping hundreds of production AI models. He is a published inventor with several AI patents and an educator with a PhD in computer science from the University of Massachusetts Boston and a professional certificate in product management from MIT. Dr. Mimaroglu has received multiple awards, including startup funding. He advises companies and executives on AI strategy, governance, and GenAI adoption.

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