Intelligence Center X Closes the AI Value Gap in Industrial
A massive gap stretches between all the things you can do with AI and the reality of making meaningful impact with it.
A lot of organizations remain stuck in experimentation mode when it comes to AI of any flavor – machine learning, agentic, generative. A lot of those experiments are low-impact test drives, not embedded into how work really gets done.
At best, these are starting points. At worst, it means your AI implementation is broken and preventing you from creating value.
Luckily, Mendix has a knack for fixing things. It’s in our name. It’s what has driven Employee Number One through every person on our roster today. It’s what drove us to close the business-IT gap. And it’s what’s driving us to mend that bridge between your AI investment and your AI value.
This knack of ours—one that’s resulted in 1000s of digitally transformed customers—is now carrying over into the industrial AI space. Mendix is proud to announce that our low-code platform is now a part of Intelligence Center X, Siemens’ agentic enterprise system that turns industrial AI into measurable outcomes with shared context, orchestration, agentic development and governance.
How do you get out of the AI pilot stage?
Tony Hemmelgarn, president and CEO of Siemens Digital Industries Software, put it best: “AI only delivers real value when it is embedded in how work gets done.”
The struggle is countless AI pilots that work but are disconnected and lacking the ability to scale. That’s the gap our customers have been facing and it’s taking shape in the market, too. According to MIT’s “State of AI in Business 2025” report, “Most pilots fail due to brittle workflows, lack of contextual learning, and misalignment with day-to-day operations.”
It’s exactly what Intelligence Center X fixes. It’s designed to enable industrial organizations to not only adopt AI, but create measurable and meaningful AI impact.
Intelligence Center X is a game changer for industrial AI.
Intelligence Center X is built around a continuous loop designed to turn your enterprise data into AI-driven execution, with Mendix playing a crucial role in the “Act” phase, ensuring continuous AI value creation specifically for industrial contexts.
Intelligence Center X allows you to embed agents right alongside your people, so that you can reshape your workforce into a hybrid one. People and agents can use data that’s integrated across the enterprise and contextualized. They can turn insights into decisions at scale. They can achieve production-level AI impact.
How does Mendix drive real AI value?
Let’s break down Intelligence Center X a little more to show how it all works and where Mendix fits.
So what do you get with Intelligence Center X?
- Enterprise context – A living ontology that changes with your business.
- Grounded ML models – AI that works off your context
- Agentic Application Development – Intelligence made actionable
- Orchestrated agents – Traceable end-to-end workflows completed by your hybrid workforce
- Governance and Security – An enterprise trust layer
- Open System Architecture – Use your tech stack
The Mendix low-code platform works hand-in-glove with Graph Studio and AI Studio as part of Intelligence Center X to deliver the above. From shop floor to enterprise, Graph and AI Studio connect your industrial data, provide meaning, and ground your AI in out-of-the-box industrial ontologies. Mendix helps you embed those powerful AI models and agents into actionable applications and agentic, human-in-the-loop workflows. This ensures that the day-to-day work gets done efficiently and the business value is truly created, directly demonstrating your AI impact in real-world industrial scenarios.
In other words: Mendix gives you the ability to build applications that take that intelligence and act in any industrial setting—on the factory floor, across the supply chain, throughout the asset lifecycle—all with complete traceability and control. And better yet, with your systems, your tools, your way of operating.
This means your teams can collaborate with AI in context-rich, human-in-the-loop processes across the entire business. Whether they’re reducing unplanned downtime, optimizing supply chain logistics, or accelerating product design, your new workforce is directly creating AI value.
What does industrial AI impact look like in action?
This is already happening. Companies are already seeing incredible results and significant AI value by leveraging the combined power of these three platforms, with Mendix at the heart of their application development:
Vivix Vidros Planos
Brazil’s leading flat glass manufacturer deployed nearly 30 Mendix applications, connecting OT and IT data across SAP S/4HANA, Siemens Industrial Edge, and Snowflake. The results? An 85 percent reduction in production issue resolution time and 6,000 hours of manual work recaptured in a single year! Their AI-powered Virtual Engineer, built on Intelligence Center X with Amazon Bedrock and Claude from Anthropic, is a testament to the power of this integrated approach and its profound AI impact on manufacturing efficiency.
Axiz Digital
Axiz achieved a 95 percent reduction in manual effort and 100 percent accuracy in data ingestion for an end-to-end pricing use case by integrating the AI/ML modeling capabilities, application development, and process orchestration of Intelligence Center X. Axiz’s success highlights the platform’s ability to drive massive AI impact on operational efficiency and data accuracy. Intelligence Center X is their central nervous system.
Andrew Moodley, chief cloud, digital and marketing officer, Axiz Digital, highlighted, “AI/ML development acts as the brain, while the application development and orchestration capabilities act as the body.”
This is how Mendix, as part of Intelligence Center X, helps industrial organizations move beyond fragmented data and isolated AI pilots to governed, repeatable execution at scale, delivering consistent AI value where it matters most.
Gap closed.
The “massive gap” in AI implementation doesn’t have to be permanent, especially not for industrial enterprises. With Siemens Intelligence Center X, and the power of the Mendix low-code platform, organizations can finally bridge that divide and achieve significant AI impact.
Ready to turn your AI investments into real, measurable business impact across your product development, manufacturing, logistics, and supply chain operations? Explore how Mendix, as part of Siemens Intelligence Center X, can help you create a hybrid workforce where people and AI agents work together to achieve unprecedented efficiency and innovation, driving your organization’s AI impact to new heights.
Frequently Asked Questions
-
What is the AI value gap, and why does it matter for industrial organizations?
The AI value gap is the distance between running AI experiments and generating real business impact from them. For industrial organizations, it shows up as disconnected pilots that work technically but never scale into the workflows where value actually gets created. Intelligence Center X is built specifically to close that gap.
-
How does Intelligence Center X turn AI pilots into production-level AI impact?
Most AI pilots fail to scale because they lack the coordination layer that makes AI work as part of how the business actually operates. Intelligence Center X provides that layer: shared enterprise context, agent orchestration, and governed workflows that run end-to-end.
-
Where does Mendix fit within Intelligence Center X?
Mendix handles agentic application development, process orchestration, and governance within Intelligence Center X. It works alongside Graph Studio and AI Studio to take contextualized industrial data and make it actionable, embedding AI directly into how your teams operate across manufacturing, supply chain, and product development.
-
What does AI value look like in practice with Intelligence Center X?
Vivix, Brazil’s leading flat glass manufacturer, saw an 85 percent reduction in production issue resolution time and recovered 6,000 hours of manual work in a single year. Axiz Digital achieved a 95 percent reduction in manual effort and 100 percent data ingestion accuracy for a pricing use case. Both results came from embedding AI into governed, repeatable workflows rather than running standalone pilots.
-
What do IT teams need to know about deploying Intelligence Center X?
Intelligence Center X runs on an open system architecture, so it works with the tech stack you already have. Mendix provides the agentic development and orchestration layer with governance and security controls built in from the start. Every workflow is traceable, every action has an owner, and your IT team retains full visibility into how AI is operating across the business. For those running Siemens Xcelerator products, Intelligence Center X integrates with software on the open digital business platform.