Custom AI Integration

AI combined with your machines, data, and workflows.

The industrial problem

Real production problems rarely fit a standard product. They combine machine data, images, video, documents, and existing systems – and they need a solution that respects your processes, IT policies, and production constraints.

How it works

We develop custom solutions that combine what our platform components do – data collection, vision, video inference, AI agents, dashboards – into one system designed for your specific problem. We handle the engineering around the AI: interfaces, integration, deployment, and support.

We typically start with a pilot with measurable goals, prove the value on one line or machine, and then scale the solution across lines and production sites.

Typical data sources

  • Machine and sensor data
  • Camera images and video streams
  • Company documents and records
  • Existing MES, ERP, and quality systems

Business value

  • A solution shaped by your process, not a generic tool
  • One integrated system instead of isolated point tools
  • Measurable pilot before larger investment
  • A partner for scaling and long-term support

Deployment architecture

  1. 1Joint definition of the problem and measurable goals
  2. 2Pilot system built on our platform components
  3. 3Evaluation against agreed production metrics
  4. 4Rollout across lines and sites with support

Integration

  • PLC, robot, and machine interfaces
  • MES, ERP, and database integration
  • On-premise, edge, or private-cloud deployment
  • Support and continuous improvement

Example use cases

  • AI-assisted maintenance knowledge system
  • Combined vision and machine-data quality analysis
  • Automated analysis of production events
  • Multi-site rollout of a proven pilot solution

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