Enterprise Management Systems
ERP · MES · POS · Engineering ERP · Receiving · Workflow
LeDuo combines AI, ERP, MES, web engineering, industrial equipment integration, and software R&D to support digital transformation and smart manufacturing.

We begin with real operations and combine enterprise systems, industrial integration, and AI engineering.
ERP · MES · POS · Engineering ERP · Receiving · Workflow
CNC · Equipment Connectivity · Instrument Control · DAQ · Automated Measurement · Test Automation
AI / ML · Computer Vision · AI CAD · Data Analytics · Commodity Intelligence
LIMS · Sampling · Sample Management · QA/QC · Reporting · Traceability
WMS · Barcode / QR · Location Management · Inventory · Picking · Equipment Integration
System Planning · Data Integration · ESG Data · Subsidy Planning · Implementation Planning
A focused portfolio shaped by field requirements and built to evolve with the business.
Enterprise Operations
Turn spreadsheet-based workflows into a collaborative Web ERP.
Smart Manufacturing
Connect orders, production planning, and shop-floor execution through ERP and MES.
Retail Operations
Bring checkout, products, inventory, and customer management into one system.
Project Management
Keep engineering projects, field execution, and collections in one coordinated workflow.
Supply Chain Management
Know what has arrived and what remains outstanding.
Mobile Collaboration
Extend enterprise workflows into LINE.
Industrial R&D
Coordinate equipment control, data acquisition, and test reporting in one platform.
AI R&D
Apply AI to repetitive engineering drawing tasks.
Data Intelligence
Integrate commodity, metals and energy market data into trend analysis, monitoring and visualization workflows.
Laboratory Digitalization
Connect sampling, receiving, testing, QA/QC and reporting into a traceable laboratory information workflow.
We combine software, integration, and engineering capabilities around the realities of each environment.
Connect orders, production, equipment, and shop-floor data through traceable manufacturing workflows.
02 / SMEBring fragmented spreadsheets, paper records, and messages into a shared operational system.
03 / ENGCoordinate project intake, scheduling, field work, costs, and collections in one operating workflow.
04 / RTLManage checkout, products, inventory, customers, and revenue across web-enabled devices.
05 / LABIntegrate instrument communications, data acquisition, test recipes, result evaluation, and reporting.
06 / AIApply AI, computer vision, and automation to reduce repetitive engineering work.
07 / LIMSConnect sampling, receiving, samples, testing, QA/QC, and reporting into a traceable laboratory workflow.
08 / DATAIntegrate internal and external data, APIs, dashboards, and analytics into decision-support workflows.
09 / WMSConnect item, location, inventory, barcode/QR, picking, and warehouse automation workflows.
10 / ESGIntegrate ERP, MES, energy, activity data, and governance workflows into a measurable and traceable ESG data foundation.
From custom ERP to industrial measurement, data intelligence and laboratory workflows, LeDuo’s capabilities have evolved through practical engineering work.
Built custom desktop ERP and management tools around real operating workflows.
Restructured permissions, forms, workflows and data architecture with FastAPI, SQLite and PyQt.
Moved management and collaboration workflows to the web with forms, sorting and Excel data exchange.
Connected production workflows, process cards and CNC information through an ERP × MES web architecture.
Validated customer inquiries, employee commands, QA, delivery status and ERP API integration.
Built a web demo for retail products, inventory, customers, checkout and reporting workflows.
Validated engineering data, costing, BOM, process cards, labels, production and fulfillment workflows.
Explored AI-assisted engineering data, drawing, template and BOM-related workflows.
Integrated HIOKI, Keithley, R&S and NI DAQ instruments through SCPI / TSP measurement automation.
Uses simulated market data to demonstrate dashboards, trend visualization, WebSocket updates and data monitoring.
Uses fictional data to demonstrate sampling, testing, QA/QC, reporting and traceability workflows.
Planned WMS, barcode / QR, locations, mobile racks, ERP integration and an automation roadmap.
Built custom desktop ERP and management tools around real operating workflows.
Restructured permissions, forms, workflows and data architecture with FastAPI, SQLite and PyQt.
Moved management and collaboration workflows to the web with forms, sorting and Excel data exchange.
Connected production workflows, process cards and CNC information through an ERP × MES web architecture.
Validated customer inquiries, employee commands, QA, delivery status and ERP API integration.
Built a web demo for retail products, inventory, customers, checkout and reporting workflows.
Validated engineering data, costing, BOM, process cards, labels, production and fulfillment workflows.
Explored AI-assisted engineering data, drawing, template and BOM-related workflows.
Integrated HIOKI, Keithley, R&S and NI DAQ instruments through SCPI / TSP measurement automation.
Uses simulated market data to demonstrate dashboards, trend visualization, WebSocket updates and data monitoring.
Uses fictional data to demonstrate sampling, testing, QA/QC, reporting and traceability workflows.
Planned WMS, barcode / QR, locations, mobile racks, ERP integration and an automation roadmap.
We help teams validate technical feasibility and progressively turn early ideas into products that people can use.
POS, ERP, MES, engineering management, commodity intelligence and laboratory information management.
Commodity Intelligence uses simulated market data. LIMS uses fictional demonstration data. Review demo notices →
We translate operational priorities into technical scope, system architecture, implementation plans, and acceptance outcomes.
Project experience is presented by business context and technical approach while respecting client confidentiality.
Quotations, orders, purchasing, production and fulfillment data were fragmented, making cross-functional coordination and shop-floor visibility difficult.
Engineering projects require a consistent data structure across BOM, costing, purchasing, production, labeling, fulfillment and documentation workflows.
Industrial validation workflows span multiple measurement, switching, power and control devices, making repeatable sequencing, data capture and diagnostics difficult with manual operation.
Laboratory cases span sampling, receipt, testing, QA/QC, reporting and approval, requiring a consistent and traceable operational history.
Metals, commodity and energy information comes from distributed sources and requires consistent data interfaces, status monitoring and trend visualization.
Customers and employees need mobile access to delivery, production, quality and fulfillment status while preserving role-based information boundaries.
From internal operations platforms to commercial software products, we can assess requirements and technical feasibility with your team.