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Industrial Manufacturing

Heavy Equipment Manufacturers

Sany, Zoomlion, XCMG, CREG, Dongfang Electric and more

Four capabilities — process retrieval, fault diagnosis, reporting and parameter checks — turning expert know-how into assets.

Sany, Zoomlion, XCMG, CREG, Dongfang Electric and more
Industrial Manufacturing
Process GuardIndustrial RAGParam Check

Typical customers

Sany Heavy Industry, Zoomlion, XCMG, Liugong, CREG, China First Heavy Industries, Shaangu, Shengu and Dongfang Electric.

Pain points

scattered manuals and process documents; fault diagnosis depends on veteran staff and is lost with attrition; wrong LLM-generated parameters endanger production safety; technical assets never accumulate.

  • 设备运维手册、工艺规程、装配图纸配套文档海量杂乱。
  • 设备故障排查依赖老师傅经验,人员流失导致技术断层。
  • 工艺参数、操作规范严禁出错,通用大模型易输出错误参数,影响生产安全。
  • The efficiency of manually organizing and summarizing equipment inspection reports and operation and maintenance logs is low.
  • 无标准化 AI 知识库,技术资产无法沉淀复用。

Solution

a process-safety agent with retrieval, fault diagnosis, reporting and parameter validation; a private industrial knowledge base of SOPs, manuals and fault cases; cross-checking of process parameters; and new-staff enablement through accumulated know-how. End-to-end delivery: industrial business development, computing delivery and operations; koolda provides the equipment-industry solution, safety-check framework and agent templates.

  • Equipment manufacturing process safety intelligent agent: four fold capability of process retrieval, fault analysis, report generation, and parameter verification.
  • 全量导入企业 SOP、运维手册、工艺标准、故障案例,构建私有工业知识库。
  • 故障智能排查、维修方案智能推荐、点检报告自动生成。
  • Cross validation mechanism for process parameters to prevent incorrect process guidance.
  • Accumulate core technological assets of the enterprise and achieve rapid empowerment of new employees.
  • 一站式交付保障:工业客户商机、算力交付、项目签约、属地运维全程护航。
  • koolda 提供装备行业专属 AI 方案、安全校验体系与智能体模板。

Equipment Manufacturing Solution FAQs

Process documents and manuals are scattered everywhere, are they easy to check?

Easy to check. The private industrial knowledge base consolidates process specifications, manuals, and fault cases for easy retrieval.

Will the retired master's experience in fault diagnosis be cut off?

No. Fault diagnosis intelligent agents deposit the experience of experienced professionals into a knowledge base, and newcomers can also diagnose based on case studies, turning experience into enterprise assets.

What should I do if AI gives the wrong process parameters?

Mandatory parameter validation. The process parameters output by AI are cross checked and intercepted if they exceed the safe range, and will not enter the production line.

Don't see your industry?

Every solution can be tailored on the koolda platform — tell us about your business scenario and we will plan the delivery path together.