Manufacturing AI Solution

For discrete and process manufacturing: MES/ERP natural-language analytics + supplier chatbot + shop-floor AI agents — edge-deployable, works with SAP / Yonyou / Kingdee.

Four pain points we hear from manufacturers

MES/ERP data locked behind analysts

Production managers can't get OEE, yield, or downtime data without opening a ticket to the IT team.

Quality issues found too late

Defect trends surface days after root cause; scrap and rework costs stack up before anyone notices.

Supplier coordination overhead

Purchasing team spends hours a day answering supplier questions on PO status, delivery, spec changes.

Complex process, brittle knowledge

Senior engineers hold tacit process knowledge that walks out the door with retirement or turnover.

Recommended product stack

Data Analytics

Yitu · MES/ERP NL2SQL Analytics

Ask 'This week's OEE for line A', 'Top-5 defect stations', 'On-time delivery rate for supplier X' in plain Chinese. Connects to SAP, Yonyou, Kingdee, MES, and enterprise data platforms.

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Customer Service

Yitu Kefu · Supplier & Dealer Service AI

Supplier / dealer / after-sales portal chatbot — PO status, delivery ETA, spec Q&A, warranty tickets. Frees purchasing / service teams from repetitive queries.

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AI Agent

Yituclaw · Manufacturing Agent Platform

Deploy process-knowledge Q&A, quality root-cause, work-order drafting agents. Preserve senior engineers' tacit knowledge; deployable in factory-side edge environments.

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Typical scenarios

> Discrete manufacturing: OEE dashboards, downtime root cause analysis
> Process manufacturing: yield curves, batch traceability
> Electronics assembly: defect Pareto, SPC self-service
> Auto parts: supplier quality scorecard, PPM tracking
> FMCG production: line changeover analytics, waste reduction
> Warehouse & logistics: inventory aging, dispatch optimization

FAQ

See a shop-floor POC on your MES/ERP

One factory, one data source, one measurable win in 30 days.

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