Data and AI Management Handbook: From Data Engineering to Product Strategy

Data and AI Management: From Data and AI Engineering to Product Strategy by Bassem Abi-Farah In today’s digital economy, data is the new oil—but AI is the engine that transforms it into power. Organizations that can effectively engineer, govern, and productize data and AI systems will lead the next wave of innovation, while those that lag risk irrelevance. This comprehensive book is your end-to-end guide to mastering data and AI at scale—bridging the gap between deep engineering practices and executive product strategy. Whether you are a data engineer, AI practitioner, solution architect, or business leader, you will gain the insights needed to deliver data-driven transformation with measurable ROI. Inside you’ll discover: Advanced Data Engineering — storage architectures, ETL/ELT pipelines, streaming platforms (Kafka, Flink, Druid), partitioning strategies, data quality, observability, and optimization at petabyte scale. AI Engineering & Management — MLOps, AIOps, AI governance, scaling generative and agentic AI deployments, and aligning AI with enterprise strategy. Project & Product Management — applying Agile, PMP, and Lean frameworks to data/AI initiatives, managing risk, compliance (GDPR, HIPAA, AI Act), and bridging engineering with product delivery. Consulting Frameworks — building data and AI consultancies, selling transformation strategies, calculating ROI, and creating competitive advantage for clients. Big Data Specialties — from high-throughput Kafka systems (millions of TPS) to 10 TB/day ingestion pipelines, with real-world case studies from telecom, finance, healthcare, and government. The Future of Data & AI — agentic AI, digital twins, quantum-ready architectures, and the evolution toward self-healing, autonomous data ecosystems. Featuring over 60 detailed chapters, case studies, frameworks, diagrams, and managerial insights, this book uniquely blends hands-on technical depth with executive-level strategy. It is designed not just for learning, but for actionable implementation in enterprises, consultancies, and product organizations. Who this book is for: Data Engineers & Architects seeking scalable, optimized frameworks. AI Engineers & ML Practitioners who want to understand lifecycle management and ROI-driven AI delivery. Product Managers & Executives bridging data/AI with strategy, governance, and market positioning. Consultants & Entrepreneurs building services and solutions in the data and AI economy. Written by Bassem Abi-Farah, Amazon bestselling author of The Hundred Page 5G Book and RAN Intelligent Controller, this book builds on real-world expertise across 5G/6G networks, AI-driven architectures, digital twins, and enterprise-scale transformations. If you want to master the intersection of data, AI, and product strategy—and position yourself or your organization at the forefront of the AI economy—this book is your playbook.