Siemens, together with several prominent machine tool manufacturers including Grob, Trumpf, Chiron, Renishaw, and Heller, has announced the formation of a groundbreaking data alliance aimed at driving the next wave of generative AI innovation in industrial manufacturing. Also joining the initiative are the Machine Tool Laboratory (WZL) of RWTH Aachen University and the Voith Group, marking a milestone in collaborative data sharing for the development of advanced industrial AI systems.
The alliance establishes a framework for the systematic exchange of engineering, manufacturing, and machine data, laying the foundation for Siemens’ vision of the Siemens Industrial Foundation Model — an AI model tailored to the complexities of industrial production. First revealed at Hannover Messe 2025, this initiative represents a significant leap toward scalable, domain-specific AI applications that can transform sectors ranging from automotive and chemicals to pharmaceuticals, healthcare, and infrastructure.
Roland Busch, CEO of Siemens AG, emphasized the strategic importance of the partnership “Together with our partners, we are taking a major step toward scaling industrial AI. By combining the unique data assets of our companies, we can unlock entirely new levels of productivity and innovation across Europe’s industrial base.”
The initiative will focus on developing AI systems that streamline programming and production workflows. One key application includes the automated creation of part programs for machine tools, enabling faster code generation with fewer errors and freeing skilled engineers to concentrate on complex design challenges.
High-quality, anonymized machine data will be shared under strict data protection and cybersecurity standards. This data will be used to train AI models capable of handling tasks such as automated NC program generation, predictive maintenance, real-time process optimization, and energy-efficient machine control.
Mr Busch added, “Access to diverse, high-quality data is essential for creating AI that truly reflects the complexity of industrial operations. This alliance enables us to build AI systems that become trusted partners for skilled professionals on the factory floor.”
Looking ahead, Siemens and its partners plan to expand the alliance beyond the machine tool sector, inviting more companies to participate and helping establish a cross-industry foundation for industrial AI adoption. This collaborative approach is expected to accelerate innovation cycles, reduce production costs, and strengthen the competitiveness of global manufacturing.
