工业智能：制造业的下一个增长机会
原标题：Industrial Intelligence: The next growth opportunity for manufacturing
AI 摘要
微软赞助的这篇文章提出「工业智能」概念，主张将制造企业积累的经验、运营实践与生产数据转化为可在决策现场使用的智能，并连接到物理世界。文章以丰田工业打通涂装车间数据（分析周期从5天降至4小时内、试点缺陷减少约25%）和罗克韦尔自动化新加坡工厂的维护copilot（新员工排障学习时间从9个月缩短到3个月）为例，说明物理AI与智能体如何辅助人工作业。文章强调负责任部署需要明确权限、安全边界与决策记录，最终目标是让人与机器能力共同提升。
正文节选
Sponsored Provided byMicrosoft Every manufacturer has its own industrial intelligence. Some is documented, and some resides in the knowledge of experienced workers. Consider an experienced operator preparing to restart a line after a changeover. The machine settings matter, but so does knowing how a particular material behaves, what happened during the previous shift, and when an apparently minor variation deserves a closer look. A procedure can describe the sequence, but successful execution de