制造业中的生成性人工智能：首席信息官在企业范围内实施的完整指南（英）

Generative AI in Manufacturing:A Complete CIO’s Guide to Enterprise-Wide ImplementationStrategies to break free from pilot project limitations and drive enterprise-wide AI transformation.Whitepaper© 2025 Hexaware Technologies Limited. All rights reserved201 Introduction 02 How Generative AI Can Revolutionize Manufacturing03 Why Generative AI is Manufacturing’s “Google Moment”04 How to Create Organizational Readiness for Generative AI Adoption• Business Value Potential• Implementation Feasibility05 From Potential to Performance: The GenAI Playbook• Key Implementation Plans06 The Promise of Generative AI in Manufacturing• Generative AI for Product Design and Development: A Revolution in Innovation• Core Production: Where Innovation Meets Execution• AI for Quality Control: The New Frontier• Generative AI in Supply Chain Optimization: Navigating Complexity• Transforming Sales and Marketing with Generative AI• Transforming Field Service Operations with Generative AI07 The Path to Scalable AI: Overcoming Challenges• Addressing the Challenges Head-On08 Final Reflections: Leadership That Drives TransformationContentsDo you remember the first time you used Google? That moment when you realized just how much easier it made finding information? Manufacturing is now at a similar turning point—but instead of just accessing information, it’s about completely reimagining how we design, build, and deliver products. Sounds exciting, right?Yet, for many CIOs and CTOs, there’s a familiar frustration. You’ve run some great pilot projects that show incredible promise, but scaling them across the organization feels like an uphill battle. Does that resonate with you?This guide on Generative AI (GenAI) in manufacturing is here to help. It’s not filled with dry technical jargon—it’s a practical, bottom-up framework based on real-world successes. It’s designed to show you how to break through the pilot barrier and fully unlock the transformative power of GenAI in your manufacturing operations. Ready to take that next step? Let’s get started! Introduction013© 2025 Hexaware Technologies Limited. All rights reservedThe last decade has been anything but smooth for manufacturing. From trade wars and supply chain disruptions to labor shortages and rising cybersecurity risks, the challenges have come one after another. Yet, some organizations didn’t just survive—they thrived. The secret? Agility and a willingness to embrace transformation.Now, GenAI is emerging as the industry’s next big game-changer. It offers tools to streamline repetitive tasks, provide real-time insights, and optimize operations across the board. Imagine being able to predict and prevent supply chain disruptions, accelerate product design, or reduce errors and waste—all while cutting costs. This isn’t some far-off vision—it’s happening right now.Since the release of ChatGPT in late 2022, GenAI has evolved beyond simple text generation. It’s become a multimodal powerhouse, creating text, images,