What measurable results do machine builders achieve through engineering automation?

Machine builders that automate configuration, design, and system integration end-to-end achieve clearly measurable results: around 50 percent shorter lead times and faster quotes, at least 30 percent fewer errors in order processing, and up to 70 percent less design time for standard variants. On top of this come qualitative effects such as higher data quality, relieved engineering teams, and increased customer satisfaction. With standardized integration building blocks, productive value per use case is typically achieved in less than 30 days.