Manufacturing
implementation cases

We have delivered smart-factory, MES, and manufacturing-AI projects for food, chemical, automotive-parts, machinery, and electronics manufacturers.

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58manufacturers and research organizations
86implementation projects
Since 2015smart factory, MES, and manufacturing AI

All 86 projects

Projects are organized by year, industry, and program.

86 project records

2025Chemicals and materials

Manufacturing AI and data

Manufacturing AI and data

The manufacturing AI and data scope included Item and partner master-data creation, Routing creation, AI-assisted BOM recommendation, Controlled tool calls, Human review and save, and Development-request OCR.

Item and partner master-data creationRouting creationAI-assisted BOM recommendationControlled tool callsHuman review and saveDevelopment-request OCR
2025Food manufacturing

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Orders and purchasing, Inventory, and Production results.

Orders and purchasingInventoryProduction results
2025Food manufacturing

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included MES upgrade, Plan-to-actual comparison, Equipment status, and Real-time production visibility.

MES upgradePlan-to-actual comparisonEquipment statusReal-time production visibility
2025Other manufacturing and industrial services

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Production results and Quality management.

Production resultsQuality management
2025Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results.

Work orders and production results
2025Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results and Quality inspection.

Production resultsQuality inspection
2024Chemicals and materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results.

Production results
2024Chemicals and materials

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Corporate partnership smart factory.

Corporate partnership smart factory
2024Food manufacturing

Other delivery and services

Other delivery and services

The delivery and services scope included Q-Factory 2.0 assessment, Intermediate-level smart-factory roadmap, Digital HACCP records, Preventive equipment management, Quality management, and Cold-storage remote alerts.

Q-Factory 2.0 assessmentIntermediate-level smart-factory roadmapDigital HACCP recordsPreventive equipment managementQuality managementCold-storage remote alerts
2024Food manufacturing

Other delivery and services

Other delivery and services

The delivery and services scope included Work orders, Production results, and Inventory.

Work ordersProduction resultsInventory
2024Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included QFactory MES, Lot traceability, Work orders and production results, Quality inspection, Equipment alerts, and Extrusion-line PLC.

QFactory MESLot traceabilityWork orders and production resultsQuality inspectionEquipment alertsExtrusion-line PLC
2024Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results.

Work orders and production results
2024Metal and automotive parts

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Corporate partnership smart factory.

Corporate partnership smart factory
2023Chemicals and materials

Manufacturing AI and data

Manufacturing AI and data

The manufacturing AI and data scope included Manufacturing AI and data.

Manufacturing AI and data
2023Chemicals and materials

Other delivery and services

Other delivery and services

The delivery and services scope included Lot-based shipment, Delivery statements, Warehouse lot split, Material issue and return, Work-order recovery, and BOM-driven material issue.

Lot-based shipmentDelivery statementsWarehouse lot splitMaterial issue and returnWork-order recoveryBOM-driven material issue
2023Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results and Lot traceability.

Work orders and production resultsLot traceability
2023Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Equipment data collection, Production and quality integration, and Shop-floor monitoring.

Equipment data collectionProduction and quality integrationShop-floor monitoring
2023Machinery and industrial equipment

Manufacturing AI and data

Manufacturing AI and data

The manufacturing AI and data scope included Equipment data collection, Data preprocessing, Correlation analysis, and Operating-condition review.

Equipment data collectionData preprocessingCorrelation analysisOperating-condition review
2022Chemicals and materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Master and technical data, Inventory, Production results, and In-process inspection.

Master and technical dataInventoryProduction resultsIn-process inspection
2022Chemicals and materials

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Production results.

Production results
2022Glass and building materials

Other delivery and services

Other delivery and services

The delivery and services scope included Batch, melting, and forming work logs, Annealing quality inspection, Production, equipment, and power dashboards, IoT device management, and Mobile production status.

Batch, melting, and forming work logsAnnealing quality inspectionProduction, equipment, and power dashboardsIoT device managementMobile production status
2022Food manufacturing

Manufacturing AI and data

Manufacturing AI and data

The manufacturing AI and data scope included Poultry image analysis, Quality grading, Labeling, Quality statistics database, Farm and vehicle traceability, and Misclassification review.

Poultry image analysisQuality gradingLabelingQuality statistics databaseFarm and vehicle traceabilityMisclassification review
2022Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results.

Work orders and production results
2022Other manufacturing and industrial services

R&D and technical services

R&D and technical services

The R&D or technical-services scope included R&D and technical services.

R&D and technical services
2022Other manufacturing and industrial services

R&D and technical services

R&D and technical services

The R&D or technical-services scope included R&D and technical services.

R&D and technical services
2022Other manufacturing and industrial services

Other delivery and services

Other delivery and services

The delivery and services scope included Receiving and warehouse inventory, Warehouse transfers, Batch shipment processing, Daily and monthly production status, Plan-to-actual reporting, and Shop-floor touch monitor.

Receiving and warehouse inventoryWarehouse transfersBatch shipment processingDaily and monthly production statusPlan-to-actual reportingShop-floor touch monitor
2021Chemicals and materials

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Production results.

Production results
2021Electrical and electronics

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and Production results.

Work ordersProduction results
2021Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included MES and shop-floor terminals, Production data collection, Inventory and quality, HMI and SCADA, Equipment and IoT, and OCR.

MES and shop-floor terminalsProduction data collectionInventory and qualityHMI and SCADAEquipment and IoTOCR
2021Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Master and technical data, Work orders, and Production results.

Master and technical dataWork ordersProduction results
2021Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders, Production results, Quality inspection, and Lot traceability.

Work ordersProduction resultsQuality inspectionLot traceability
2021Other manufacturing and industrial services

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Production results.

Production results
2021Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Inventory and quality.

Inventory and quality
2021Metal and automotive parts

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Production results.

Production results
2021Metal and automotive parts

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Work orders, Production results, and Inventory.

Work ordersProduction resultsInventory
2020Chemicals and materials

R&D and technical services

R&D and technical services

The R&D or technical-services scope included Automated email-order capture RPA, Order and work-order automation, PostgreSQL, Tomcat, Python, and Vision-based production results.

Automated email-order capture RPAOrder and work-order automationPostgreSQLTomcatPythonVision-based production results
2020Chemicals and materials

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Work orders, Production results, and Equipment monitoring.

Work ordersProduction resultsEquipment monitoring
2020Electrical and electronics

Manufacturing AI and data

Manufacturing AI and data

The manufacturing AI and data scope included PCB finished-product vision inspection, Quality assessment, Inspection database, and Performance validation.

PCB finished-product vision inspectionQuality assessmentInspection databasePerformance validation
2020Glass and building materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Purchasing and orders, Inventory and production, Shop-floor and quality workflows, Equipment and IoT sensors, and PDA workflow.

Purchasing and ordersInventory and productionShop-floor and quality workflowsEquipment and IoT sensorsPDA workflow
2020Food manufacturing

Manufacturing AI and data

Manufacturing AI and data

The manufacturing AI and data scope included Date-code vision reading, Quality assessment, Inspection history, and Camera integration.

Date-code vision readingQuality assessmentInspection historyCamera integration
2020Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results and Incoming inspection.

Work orders and production resultsIncoming inspection
2020Other manufacturing and industrial services

R&D and technical services

R&D and technical services

The R&D or technical-services scope included R&D and technical services.

R&D and technical services
2020Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Smart factory and MES.

Smart factory and MES
2020Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results.

Production results
2020Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and Production results.

Work ordersProduction results
2020Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results and Lot traceability.

Work orders and production resultsLot traceability
2020Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results.

Work orders and production results
2020Metal and automotive parts

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Smart factory and MES.

Smart factory and MES
2019Chemicals and materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and production results.

Work orders and production results
2019Glass and building materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results.

Production results
2019Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Orders and purchasing, Inventory, and Production results.

Orders and purchasingInventoryProduction results
2019Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results and PLC.

Production resultsPLC
2019Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included PDA workflow.

PDA workflow
2019Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results.

Production results
2019Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders, Production results, and Quality inspection.

Work ordersProduction resultsQuality inspection
2019Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Orders and purchasing.

Orders and purchasing
2019Metal and automotive parts

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Smart factory and MES.

Smart factory and MES
2019Metal and automotive parts

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Product-development costing, Inventory and production, Finished-product vision inspection, Power monitoring and IoT, Quality and robot management, and RFID and PDA.

Product-development costingInventory and productionFinished-product vision inspectionPower monitoring and IoTQuality and robot managementRFID and PDA
2018Chemicals and materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results and Lot traceability.

Production resultsLot traceability
2018Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and Production results.

Work ordersProduction results
2018Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders and Production results.

Work ordersProduction results
2018Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders.

Work orders
2018Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results.

Production results
2018Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders, Material issue and return, Production results, Inventory, and Lot traceability.

Work ordersMaterial issue and returnProduction resultsInventoryLot traceability
2018Machinery and industrial equipment

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Master and technical data, Production results, and Quality inspection.

Master and technical dataProduction resultsQuality inspection
2018Metal and automotive parts

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included PLC and equipment data, Production and quality, Equipment monitoring, Master-data management, and Exception alerts.

PLC and equipment dataProduction and qualityEquipment monitoringMaster-data managementException alerts
2018Metal and automotive parts

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Work orders.

Work orders
2017Electrical and electronics

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Orders and purchasing and Production results.

Orders and purchasingProduction results
2017Food manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included MES, HACCP inspection, Work orders, Inventory, Orders and shipment, and Packaging automation.

MESHACCP inspectionWork ordersInventoryOrders and shipmentPackaging automation
2017Other manufacturing and industrial services

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Q-Factory 2.0, Orders and purchasing, Inventory and production, Shop-floor and equipment, CentOS, and PostgreSQL.

Q-Factory 2.0Orders and purchasingInventory and productionShop-floor and equipmentCentOSPostgreSQL
2017Machinery and industrial equipment

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included BOM, Routing, Lot traceability, Production and inventory, Inspection and equipment management, and MES and SCM.

BOMRoutingLot traceabilityProduction and inventoryInspection and equipment managementMES and SCM
2017Metal and automotive parts

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included MES, Master and technical data, Orders and purchasing, Inventory and production, Quality and equipment, and Production-count aggregation.

MESMaster and technical dataOrders and purchasingInventory and productionQuality and equipmentProduction-count aggregation
2017Metal and automotive parts

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Orders and purchasing, Work orders and production results, and Lot traceability.

Orders and purchasingWork orders and production resultsLot traceability
2017Metal and automotive parts

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Incoming inspection, In-process inspection, Final inspection, Production and quality, Equipment, and Work orders.

Incoming inspectionIn-process inspectionFinal inspectionProduction and qualityEquipmentWork orders
2016Chemicals and materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Production results.

Production results
2016Glass and building materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included MES and shop-floor terminals, Orders and materials, Production and quality, Engineering-change sharing, FEMS energy management, and PDA and production-status board.

MES and shop-floor terminalsOrders and materialsProduction and qualityEngineering-change sharingFEMS energy managementPDA and production-status board
2016Machinery and industrial equipment

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Production results and Quality management.

Production resultsQuality management
2016Machinery and industrial equipment

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Master and technical data, Work orders, and Production results.

Master and technical dataWork ordersProduction results
2016Machinery and industrial equipment

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Production results and Lot traceability.

Production resultsLot traceability
2016Machinery and industrial equipment

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Work orders, Production results, and Quality management.

Work ordersProduction resultsQuality management
2015Chemicals and materials

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included BOM, Routing, Incoming, in-process, and outgoing inspection, Nonconformance history, Shop-floor monitoring, and Electronic scale and caliper integration.

BOMRoutingIncoming, in-process, and outgoing inspectionNonconformance historyShop-floor monitoringElectronic scale and caliper integration
2015Machinery and industrial equipment

Corporate partnership smart factory

Corporate partnership smart factory

The corporate partnership smart-factory scope included Corporate partnership smart factory.

Corporate partnership smart factory
Late 2010sResearch institution

R&D and technical services

R&D and technical services

The R&D or technical-services scope included Equipment data collection, Embedded device, Server and database, and Shop-floor monitoring.

Equipment data collectionEmbedded deviceServer and databaseShop-floor monitoring
Late 2010sResearch institution

R&D and technical services

R&D and technical services

The R&D or technical-services scope included Equipment data collection, Embedded device, Server and database, and Shop-floor monitoring.

Equipment data collectionEmbedded deviceServer and databaseShop-floor monitoring
Earlier projectFood manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Manufacturing operations system.

Manufacturing operations system
Earlier projectFood manufacturing

Smart factory and MES

Smart factory and MES

The smart-factory and MES scope included Manufacturing operations system.

Manufacturing operations system

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