Solve one real problem first, then turn the solution into a knowledge pack that moves to the next plant.先把一个真问题解决掉，再把解法沉淀成能搬到下一家的知识包。
A Shenzhen-listed customer in new energy materials manufacturing. Purchase contract locked; scope and the acceptance criteria for five delivery phases are agreed.深交所上市公司客户（新能源材料制造）。采购合同已锁定，服务范围与五个阶段的交付验收口径已确定。
Six AI applications run in the production environment, and engineers use them as part of their working day.6 个 AI 应用跑在生产环境里，工程师把它们当成每天工作的一部分。
About 20,000 lines of knowledge ingested and broken into 1,345 retrievable semantic chunks — each carrying source, currency, classification, and an audit trail.约 2 万行知识入库，拆解为 1,345 个可检索语义块。每一条都带着出处、时效、密级与留痕。
One domain-agnostic knowledge engine, plus one knowledge pack per domain. Adding a domain means adding a pack.一套领域无关的知识引擎，加每个领域各一份知识包。新增一个领域，等于加一个知识包。
Built.已建成。
Built.已建成。
In progress.在建。
Planned.规划中。
Four knowledge domains, one shared method and contract.跨的是四个知识领域，同一套方法与契约。
Knowledge is ingested, searchable, and carries its source.知识入库，问得到，且带着出处。
Conclusions come with the evidence behind them.结论带着依据，人能复核。
It enters the daily workflow, with gates and an audit trail.进日常流程，闸口留痕。
It settles into a knowledge pack that another plant can reuse.沉淀成知识包，换厂可复用。