CNC Data Collection – Smart Manufacturing Intelligence
Real-time machine data from CNCs to predict tool wear, reduce downtime, and optimize production efficiency. Empowers factories to become more reliable, efficient, and Industry 4.0-ready.
Purpose
Predict Tool Wear
Anticipate failures before they occur through advanced analytics
Reduce Downtime
Minimize unplanned stoppages with predictive maintenance
Optimize Tool Changes
Digitally schedule and optimize tool replacement cycles
Standardize Data
Deliver consistent data to SCADA, MES, and analytics systems
Enabling smarter and more connected factories through intelligent data utilization
Target Users & Industries
Designed for industrial machining facilities:
1
Operators
CNC and quality control teams
2
Technicians
Maintenance and data analysts
3
Managers
Production leaders and plant managers
Core Functions
Real-Time Data Collection
From Siemens, Fanuc, Mazak, Brother CNCs
Tool Wear Prediction
With ML and AI algorithms
Data Labeling
For production, tool, and quality events
Metrology Module
For measurement data from precision devices
Tool Life Monitoring
To optimize change timing
Standard Data Export
Via MTConnect, MQTT, OPC UA
Key Advantages
Multi-driver CNC support
Compatible with Fanuc, Sinumerik, and other systems
Full ML lifecycle
From data labeling to analysis and optimization
Real-time dashboard
With MQTT pub/sub architecture for instant updates
Field office visibility
Data access without delay across locations
Metrology integration
Complete digital quality tracking
Technology Stack
Data Collection
Edge gateway drivers (Siemens, Fanuc, Brother, Mazak)
Protocols
MTConnect, MQTT, OPC UA
Machine Learning
Tool wear prediction via smart analytics
Integration
Compatible with metrology devices & industrial PCs
Thank You
Connect with Us
We appreciate your time and interest in our Industrial Connectivity & Data Platform. We are ready to help you streamline your data management.
Phone
+90 (232) 245 00 76
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