computers > artificial intelligence / computer vision & pattern recognition
AI, GenAI, Robotics, and IoT for Operations Management
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Operations management has always been the silent engine behind every successful organization. From factories and hospitals to banks, governments, and global supply chains, operations determine how efficiently resources are transformed into value. For decades, this discipline relied on human experience, static rules, historical averages, and manual coordination. While effective in stable environments, traditional operations struggle to cope with today's realities-volatile demand, complex global networks, sustainability pressures, and rising expectations for speed, quality, and personalization.
We are now entering a transformative era where Artificial Intelligence (AI), Generative AI (GenAI), Robotics, and the Internet of Things (IoT) are redefining how operations are designed, managed, and optimized. These technologies are not merely tools for automation; they represent a fundamental shift toward intelligent, adaptive, and self-learning operations systems. Operations are evolving from reactive and rule-based processes into predictive, autonomous, and insight-driven ecosystems.
AI enables organizations to forecast demand, optimize inventory, plan production, detect defects, and allocate resources with unprecedented accuracy. Generative AI goes a step further by acting as a cognitive partner-designing processes, simulating scenarios, generating documentation, supporting decision-making, and empowering operations managers with conversational intelligence. Robotics brings precision, speed, and safety to physical operations, while collaborative robots redefine human-machine interaction. IoT connects assets, machines, and environments, turning physical operations into continuous streams of real-time data.
This book, "AI, GenAI, Robotics, and IoT for Operations Management," is written for operations leaders, managers, engineers, policymakers, students, and technology professionals who seek to understand and apply these technologies in practical, impactful ways. It bridges theory and practice by combining foundational concepts with real-world case studies, implementation frameworks, governance considerations, and future trends. Rather than viewing technology as a replacement for human judgment, this book emphasizes human-AI collaboration, ethical deployment, and sustainable value creation.
As organizations move toward smart factories, intelligent hospitals, autonomous supply chains, and data-driven public services, mastering intelligent operations is no longer optional-it is a strategic necessity. This book serves as a comprehensive guide to navigating this transformation and building resilient, future-ready operations in an increasingly intelligent world.
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