AI-desensitized; real results subject to offline experience
Virtual factory planning & collision check
3D line layout and interference checks to catch collision risks before build.
每缩短1天换型周期 = 数十万产能收益
汽车工厂调试慢、返工高、换型周期长，损失可按天与班次精确计算，是短期ROI最清晰的赛道之一。
调试天数 日产能损失 返工批次 单次返工成本
以虚拟调试与碰撞验证为切入，接入节拍/物流仿真，再扩展到工单与生产决策闭环。
Virtual plant planning, clash checks, and takt optimization to shorten changeover and commissioning cycles.
AI-desensitized; real results subject to offline experience
3D line layout and interference checks to catch collision risks before build.
AI-desensitized; real results subject to offline experience
AGV/AMR path and throughput simulation to cut congestion and raise flow.
AI-desensitized; real results subject to offline experience
Workstation load and takt balance to ease bottlenecks and ergonomic risk.
AI-desensitized; real results subject to offline experience
Connect MES/ERP/SCADA so status, work orders, and decisions close the loop.
↓30%
规划成本量级
4周→3天
碰撞验证周期
↓70%
现场调试时间
指标来自公开行业案例量级，用于说明赛道价值密度，非本公司项目承诺。
推荐从虚拟调试 / 碰撞验证切入，先验证一个工段或一条线的可量化收益。
典型POC周期：4–8周；标杆落地后可向多产线复制。