MES-LINE line control MES + flexible production line customization — automated execution: real-time work-order binding, auto data labeling, data generated as production happens. Plus HMI customization, WMS+WCS automated warehouses and AGV coordination
MES II · Execution Loop
MES-LINE Line Control MES
A line-side control system working in a two-tier architecture with ONLINE at the cloud management level. Process flow, parameter push-down and real-time monitoring — all in one.
Offline Autonomy · A Must for Industrial Sites
Fully functional for 7 days without network, with breakpoint-resume sync once connectivity returns — your line never stops for network hiccups. This is the essential difference between MES-LINE and pure SaaS cloud MES.
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Recipe Hub
Product recipe and spec management with versioned JSON snapshots
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Device Work Orders
Work orders automatically bound to device data in real time
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Auto Labeling
AI-driven automatic data labeling and classification
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MES-LINE Agent
AI-assisted development that simplifies data acquisition and system rollout
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OEE Calculation
Real-time overall equipment effectiveness
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CPK Analysis
Line-level process capability indices
mesline-agent: built-in AI-assisted development means data acquisition and system rollout need no coding from scratch — configure and go, dramatically lowering the delivery bar for digital transformation. Work orders bind to device data automatically in real time, auto labeling cuts manual annotation, and OEE/CPK are computed instantly at the line.
MESSCADAMQTTReal-Time DatabaseAgent
Flexible Production Line Customization
Line control workflows, HMI panels and rule engines tailored to your process — including WMS+WCS automated warehouse orchestration (line-side, virtual and AS/RS storage + AGV coordination) for fast changeovers in high-mix, low-volume production.
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HMI Panels
Custom line-side operator interfaces designed around your process
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Inspection Checklists
Digitized equipment inspection and maintenance records
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WMS Warehouse Management
Unified orchestration of line-side, virtual and automated warehouses
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WCS Control System
Automated scheduling for AS/RS warehouses
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AGV Coordination
Automatic AGV transport coordinated with the line
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Rule Engine
Configure line control rules with zero code
HMIWMSWCSAGVRule Engine
MES-LINE vs. Traditional SaaS MES
Where MES-LINE stands out for line control scenarios
Dimension
Heihu Manufacturing / RootCloud (Cloud SaaS)
TSingley MES-LINE (Edge-Deployed)
Deployment
Cloud SaaS, subscription-based
Edge-deployed at the line — data never leaves the factory
Network dependency
Stops when offline
Fully functional for 7 days offline, breakpoint resume on recovery
Protocol access
Requires extra gateway solution
10+ industrial protocols built in (Mitsubishi, Siemens, Omron, etc.)
Implementation
Platform configuration first
mesline-agent assisted — configure and go
Use Cases
Typical deployments for line-side control
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High-Mix Low-Volume Lines
The recipe hub switches product specs in minutes; HMI tailored to the process — built for order-driven production.
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AS/RS + AGV Coordination
WMS+WCS orchestrate line-side, virtual and automated warehouses; AGVs move material in sync with the line — full material traceability.
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Unstable-Network Workshops
Fully functional for 7 days offline with breakpoint resume — line stability first, network fluctuations never stop production.
FAQ
Does MES-LINE require a full system re-implementation?
No. MES-LINE is an ultra-light, minimal line-level MES focused on work-order binding and device data acquisition. It coexists with existing systems, and the mesline-agent assists rollout — configure and go.
Can production really continue offline?
Yes. Everything runs locally at the line — fully functional for 7 days offline, with breakpoint resume once the network returns. No production records are lost.
What does flexible line customization include?
Line control workflows, HMI panels and rule engines tailored to your process, plus WMS+WCS automated warehouse orchestration and AGV coordination — deliverable as a complete package.
How does it work with ONLINE?
Spec standards are pushed down from ONLINE to the line, and inspection data streams back to the management tier in real time — a two-tier closed loop of management decisions driving line execution.
Related Products
The execution loop links upward to management and monitoring