Siemens

Siemens’ CTO on industrial AI: train doors matter more than brakes

Industrial AI delivers the most value in everyday, high-frequency processes, like predicting train door failures, where accuracy, reliability, and domain-specific data are critical. However, the real challenge isn’t the technology itself but organizational readiness, including data sharing, workflow integration, and preserving expert knowledge.

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AI Machining Suggestions Transform Siemens NX Workflows

Siemens introduced AI Make Machining Suggestion (MMS) for NX X Manufacturing, automating CAM programming with AI-driven toolpath, tooling, and parameter recommendations that learn from historical shop data. Alongside this, industry updates—from Autodesk’s workforce cuts to new AI, simulation, and CAD/CAM integrations—highlight accelerating automation and structural change across engineering and manufacturing software.

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