Siemens announced Intelligence Center X, new industrial AI orchestration software designed to help organizations turn industrial AI from isolated experimentation into scalable, real world business impact through a hybrid workforce where people and AI agents work together with shared context, workflows and lifecycle intelligence.
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. 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 needed to turn AI ambition into real value gains. 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,” said Mr. Tony Hemmelgarn, president and CEO, Siemens Digital Industries Software. “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.”
Customers already delivering 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 Mr. 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 Mr. 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.”
Building the data foundation for agentic execution
Intelligence Center X is designed to connect industrial data across engineering, manufacturing, supply chain and service into shared lifecycle intelligence that AI can act on. 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.
“We are genuinely excited about the new capabilities Intelligence Center X brings to Snowflake customers,” said Ms. Amy Kodl, senior vice president, Worldwide Alliances and Channels, Snowflake. “It works with their existing Snowflake data, complements capabilities like Snowflake Semantic Views and Cortex AI and shares our relentless focus on being easy, connected and trusted.”
Three deployment models
Intelligence Center X deploys in three patterns: 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.
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