Siemens Launches Industrial-Scale, Agentic AI Orchestration Platform

At its Realize LIVE Americas 2026 event in Detroit this week, Siemens unveiled its new Intelligence Center X industrial artificial intelligence (AI) orchestration software that allows people and AI agents to work together with shared context, workflows and lifecycle intelligence. Using natural language prompts, users can direct the tool to set up and execute tasks and workflows across Siemens' design and manufacturing solutions.

"Intelligence Center X brings all of the data together," said Siemens Digital Industries Software President and CEO Tony Hemmelgarn in his keynote at the event. "You can start asking questions baed on that data, and the it can help you determine the best course to resolve a problem right in the dashboard, and recommend a path forward. Then you can tell it to go ahead and run those changes through Teamcenter."

By connecting data, models and workflows on a single governed foundation, Intelligence Center X enables companies to deploy AI-driven applications and agents faster, with full traceability and control, the company said. Intelligence Center X combines the Mendix low-code platform with Siemens' Graph Studio and AI Studio software from the Rapidminer portfolio to create the enterprise context, business-specific lifecycle intelligence, and orchestrated agents and intelligent applications businesses can leverage to improve operations.

According to Joe Bohman, Executive VP, PLM Products, Siemens Digital Industries Software describes Intelligence Center X as a "one stop shop for agentic enterprise development." He emphasized four important components of the solution, including the use of Mendix; Graph Studio with a massive database to put data in context; AI Studio for machine learning activities; and an industrial ontology to bring all enteprise data together to run AI workflows.

Siemens has invested heavily in AI across its industrial software suite, and in his keynote Hemmelgarn provided an overview of those efforts, including PhysicsAI simulation tool; GenAI for design; the integration of AI into its electronics design tools and PLM software; and the company's work with Xometry and its acquisition of Volition to embed sourcing and pricing information directly in Designcenter.

According to a company press release: "Across industries, companies have invested in AI but are struggling to scale beyond pilots because data is fragmented, governance is inconsistent, and AI insight does not connect to real workflows. Intelligence Center X is designed to close that gap as the production-ready system that orchestrates people and AI agents together, on top of what enterprises already own, with full auditability and policy controls."

"Intelligence Center X helps organizations move beyond AI experimentation by embedding intelligence directly into everyday workflows, where it can be governed, scaled and trusted. When AI is connected to real business processes and enterprise data, it delivers measurable impact at scale," Hemmelgarn said. "AI only delivers real value when it is embedded in how work gets done. Intelligence Center X brings together enterprise data with industrial ontologies and Siemens' knowledge graph capabilities in a governed environment to empower organizations to apply AI with confidence and achieve consistent, measurable outcomes."

Vivix Vidros Planos, Brazil's leading flat glass manufacturer, deployed a portfolio of nearly 30 Mendix applications connecting OT and IT data across SAP S/4HANA, Siemens Industrial Edge, and Snowflake. Results include an 85 percent reduction in production issue resolution time, 6,000 hours of manual work recaptured in a single year, and customer complaint resolution compressed from five days to under one. Vivix's AI-powered Virtual Engineer, built on Intelligence Center X with Amazon Bedrock and Claude from Anthropic, is now advancing toward a full digital twin strategy using the multi-agent capabilities in Intelligence Center X.

"With this system, we are ready for the agentic future, enabling our people and AI to work together in a more connected and productive way," said Aristóteles Terceiro Neto, industrial transformation manager, Vivix Vidros Planos. "We are already seeing significant enterprise value, including up to 4x faster resolution times in quality-related investigations, as well as measurable improvements in how we support decision-making on the shop floor."

"Axiz is among the first enterprises globally to deploy Intelligence Center X as a full agentic enterprise system. Integrating the AI/ML modeling capabilities, application development and process orchestration for an end-to-end pricing use case, Axiz achieved a 95 percent reduction in manual effort and 100 percent accuracy in data ingestion," said Andrew Moodley, chief cloud, digital and marketing officer, Axiz. "Axiz is the first customer globally to integrate Intelligence Center X for our pricing use case. AI/ML development acts as the brain, while the application development and orchestration capabilities act as the body."

As part of the Siemens Xcelerator portfolio, Intelligence Center X is designed to work alongside existing enterprise and operational data solutions to enable agentic workflows to operate with trusted data across the broader ecosystem. This approach is supported by Siemens' data and cloud ecosystem partners. It can be deployed in three configurations: layered on Siemens AI products to amplify lifecycle intelligence with out-of-the-box industrial ontologies; as a standalone platform for asset-intensive organizations running other OT vendors; or as a pure agentic enterprise platform for financial services, insurance, healthcare, government, and retail organizations that need production-grade AI execution with full auditability.

You can learn more here.

Sources: Press materials received from the company and additional information gleaned from the company’s website.