Industry solutions
AI Adoption for Manufacturing
Order lead times, material shortages, quality reports and equipment maintenance records all rely on manual compilation, and frontline know-how stays in veteran technicians' heads.
Where the data lives
Kingdee / Yonyou ERP, MES, WMS, DingTalk
Recommended first use case
Daily production, sales and inventory morning brief
High-frequency, clear rules, fixed output: it can be running in 2–4 weeks with quantified time savings, making the case for a full rollout.
Use cases by department
Start with the repetitive work that hurts most
| Department | Use case |
|---|---|
| Production planning | Order lead-time assessment, material shortage lists |
| Procurement | Safety stock alerts pushed as to-dos |
| Quality | 8D reports, customer complaint attribution, weekly defect rate reports |
| Process & equipment | Work instructions turned into Skills that frontline staff query in IM |
Cases
Manufacturing rollout cases
冲压车间生产管理系统
作品名称： 从纸质台账到智能看板——冲压车间生产管理系统
百元算力替代百万开发 I AI驱动车身焊接仿真自动化
零编程基础的工艺工程师，用千问办公驱动CATIA，以百元算力，一个月跑通原需150万外包、一年工期的车身焊仿真自动化，从0到1蹚出可复制的AI驱动工业软件路径。
集装箱产能预排系统
一套面向集装箱单线混产线的天级产能预排系统：确定性排产引擎固化《标准产能表》规则，甘特图可视化手工微调，AI 助手一句话完成查单移期排产，从订单导入到排程表导出全程秒级，已在真实生产计划工作中投入使用。
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