and specialty fluids tailored to its printer architectures and packaging applications. The DPI Laboratory also develops tools such as Catalyst Layout Manager for template-based job creation and VisionAI for real-time material-aware automation. In addition, it provides workflow automation solutions like KLFOW and consulting support to help print shops and manufacturers configure, install, and scale digital print operations.