Industrial Data Collection & Machine Connectivity

Connect machines. Collect data. Create the foundation for industrial intelligence.

The industrial problem

Most factories generate enormous amounts of data – in robots, CNC controls, PLCs, sensors, and energy meters – but the data stays locked inside the machines. Without reliable collection and structuring, there is no basis for dashboards, traceability, condition monitoring, or AI.

How it works

We connect directly to your industrial equipment using OPC UA, Modbus TCP, MQTT, REST APIs, PLC communication, and robot-specific protocols. Edge collectors read the data in real time, buffer it locally against network interruptions, and structure it into time-series and SQL databases.

Data collection is not the final product – it is the foundation. On top of the collected data we build dashboards, condition monitoring, traceability, predictive maintenance, process optimization, and industrial AI applications.

Typical data sources

  • Industrial robots
  • CNC machines
  • PLC systems
  • Production equipment
  • Sensors and measurement devices
  • Cameras
  • Energy meters
  • Existing MES, ERP, and database systems

Business value

  • One structured, queryable source of production data
  • Real-time visibility into machine and line performance
  • Traceability across products, machines, and shifts
  • The data foundation for AI, prediction, and optimization

Deployment architecture

  1. 1Edge collector connects to machines over industrial protocols
  2. 2Local buffering protects data during network interruptions
  3. 3Time-series and SQL databases store structured data on-premise
  4. 4Dashboards, alerts, and AI applications consume the data

Integration

  • OPC UA, Modbus TCP, MQTT, REST APIs
  • Robot and PLC communication protocols
  • InfluxDB and other time-series databases
  • SQL databases, Grafana dashboards
  • Secure factory network integration

Example use cases

  • CNC machine data collection with cycle and state tracking
  • Robot fleet data logging for performance comparison
  • Energy monitoring across production equipment
  • Production counting and OEE data acquisition

All solutions

PLC Data Collection
Predictive Maintenance & Condition Monitoring
Industrial AI Agents

Interested in this solution?

Tell us about your machines and processes – we will propose a practical architecture and a pilot you can evaluate.

Discuss your project