German engineering and technology group Siemens AG has unveiled a new industrial AI software platform called Intelligence Center X, aimed at helping manufacturers move artificial intelligence from experimental pilots into full-scale production use.

The platform is part of Siemens’ broader Xcelerator ecosystem and is designed to unify data, workflows, and AI agents within a governed system. The goal is to enable what the company describes as a “hybrid workforce,” where human workers and AI systems collaborate directly in industrial operations.

Siemens says Intelligence Center X connects enterprise data systems such as SAP S/4HANA and Snowflake, while also integrating its own Mendix low-code platform along with Graph Studio and AI Studio tools. By doing so, the system aims to streamline decision-making and reduce manual operational workload across manufacturing environments.

Early deployments suggest significant efficiency gains. Customers including Brazil’s Vivix Vidros Planos and Axiz have already implemented the software in production environments.

Vivix reported an 85% reduction in production issue resolution time and recaptured around 6,000 hours of manual work annually. Axiz, meanwhile, said it achieved a 95% reduction in manual effort for a pricing-related use case after adopting the platform.

According to Siemens Digital Industries Software CEO Tony Hemmelgarn, the system is designed to embed intelligence directly into everyday industrial workflows rather than limiting AI to isolated experiments.

The launch reflects a broader trend in industrial technology, where companies are increasingly focusing on scaling AI into real-world production systems rather than keeping it confined to testing environments.