A CNC line digitalization solution for machining shops: solving mixed-protocol device access, hard data collection, and manual work completion reporting — data is captured as production happens.
The Pain Point: The Data Gap on Machining Lines
Typical machining shops run Mitsubishi, Fanuc and Siemens CNCs side by side, each with a different protocol, so data collection means per-machine integration; completion data is typed in by operators (late shifts routinely miss or mis-enter); quality traceability relies on paper sheets and archive digging.
The root cause is a single gap: nothing connects the equipment layer to the management systems. ERP/MES manages plans and inventory but cannot see real equipment state — work-order progress, equipment efficiency and quality data are all moved by hand.
Solution: mes-line Line-Level Data Hub
This solution does not touch the customer's existing MES/ERP. It deploys mes-line, a line-level data hub, between the equipment layer and the system layer as the bridge:
Customer MES/ERP (planning layer)
↑ work order dispatch / completion report
mes-line line-level data hub (execution layer)
↑ multi-protocol acquisition / real-time judgement
Multi-brand CNC machines (Mitsubishi/Fanuc/Siemens...)- Multi-protocol integration: Modbus/TCP, Mitsubishi MC, Fanuc FOCAS, Siemens S7, Omron FINS and 10+ industrial protocols — mixed-brand lines connect in one pass, no machine modification.
- Automatic work-order binding: operators scan work-order barcodes, machines auto-recognize the current job, and completion auto-posts at station — replacing manual entry.
- Real-time quality judgement: key parameters (spindle load, feed, temperature) captured in real time, rule engine judges OK/NG instantly, anomalies alert immediately.
- Offline autonomy: full line-side functionality for 7 days without network; resume-and-sync after recovery — production never stops.
Value: Data Captured as Production Happens
After go-live, customers gain more than dashboards:
| Aspect | Manual Era | After Deployment |
|---|---|---|
| Completion reporting | 2-3 hours of typing per shift | Auto post-station, real-time and accurate |
| Quality traceability | Paper sheets, archive digging | Multi-dimensional by work order / lot / machine |
| Equipment efficiency | Guesswork | OEE/CPK computed line-side |
| Anomaly response | Discovered after downtime | Instant alert on parameter limits |
Reuse with Light Customization
Built on the standard mes-line product, with light per-line customization: device-list mapping + rule-threshold configuration + HMI page adjustment — short implementation, fast delivery.
Suitable for: CNC precision machining, auto parts, 3C manufacturing, sheet-metal flexible lines and other discrete manufacturing scenarios.
Still Typing Data by Hand?
If your CNC shop runs 'advanced machines, primitive management', the data gap is quietly eating efficiency — missed work orders, untraceable quality, unknowable utilization are all costs.
mes-line captures data as production happens: no machine modification, no production impact, full offline autonomy. Want to know which integration fits your line? Contact us for an assessment.
