Manufacturing systems are becoming increasingly complex. Robots, autonomous mobile robots (AMRs), AGVs, software, control systems, and material flows are more interconnected than ever.
Digital twins help manufacturers:
- Identify potential risks earlier
- Speed up commissioning
- Improve production efficiency
- Reduce uncertainty around investments
- Make decisions based on virtual testing and validation
As a result, analysts expect continued growth in the digital twin market in the years ahead.
As KUKA Group CEO Christoph Schell notes: "Simulation is no longer an optional engineering tool – it is a strategic capability." This shift reflects the growing role of simulation and digital twins in helping manufacturers manage complexity and make better decisions throughout the lifecycle of a production system.