What clients typically want to know before talking to us — brief, honest, no marketing.
No. Most projects start small. It often begins with a single area, a layout, a material flow or a specific question. The digital twin grows step by step – from a digital inventory to a data-driven representation of production.
Yes. Virtual commissioning is fundamentally worthwhile for every machine. The effort occurs once, the benefit remains across the entire machine lifecycle: development, testing, service, retrofits and optimizations can be validated digitally – often before real parts are ordered or assembled. The ROI shows after 3-5 projects at the latest.
No. Many projects initially start with a digital model or individual data sources. Real-time data, MES, ERP, PLC, warehouse or fleet management systems can be integrated step by step later – depending on the desired use case.
A digital twin makes production systems not only visible – but testable. By connecting the production model, real-time data and simulation, alternative scenarios can be run through digitally before they cost time, budget or production output in reality.
Earlier than many think. Building a digital twin is usually a step-by-step process – from a digital inventory through initial models to real-time data and simulation. Those who start early lay the foundation to assess future decisions, changes and risks realistically later on.
