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Siemens ICX

Siemens ICX, one platform: from data to decision, with context, prediction and action on one governance layer.

Siemens Intelligence Center X brings together Mendix, Graph Studio and AI Studio: Siemens’ stack for enterprise AI, and the platform we focus on.

Learn more on the Siemens website
Siemens ICX
Siemens Intelligence Center X

One platform, from data to decision.

Siemens Intelligence Center X brings applications, knowledge and prediction together. We implement all three together, so AI agents work with the real context of your business.

  1. DataERP, CRM, MES, IoT, emails, PDFs
  2. OntologyWhat each thing is and how it relates
  3. ContextThe company’s knowledge graph
  4. Predictive AIModels trained on your data
  5. DecisionAgentic apps in the hands of those who work
  1. ActionMendix

    Applications and AI agents that take the decision into the process, with or without agents, and a person accountable for every critical decision.

  2. IntelligenceAI Studio

    Predictive, explainable models trained on the company’s context.

  3. ContextGraph Studio

    Ontology and knowledge graph: what each thing is and how it relates, across every system.

  4. DataThe systems you already have
    • ERP
    • CRM
    • PLM
    • MES
    • IoT
    • Documents
Unified governancepermissions · traceability · human oversight
Siemens Intelligence Center X: data gains context, context feeds prediction, prediction becomes action.
Applications

Mendix

Low-code business applications, ready for agents.

  • Legacy modernization
  • Integration with SAP, Teamcenter and the edge
Prediction

AI Studio

Machine learning on the company’s own data.

  • Predictive maintenance and quality
  • Risk, demand and collections
Knowledge

Graph Studio

The company’s knowledge as a graph, across every system.

  • Questions across silos
  • Trusted context for agents
Mendix · A Leader in the 2026 Gartner® Magic Quadrant™ for AI-Augmented Low-Code Application Platforms, for the 10th consecutive yearSiemens · A Visionary in the 2026 Gartner® Magic Quadrant™ for AI Platforms for Data Science and Machine Learning

Sources: Mendix ↗ · Siemens ↗. GARTNER and MAGIC QUADRANT are registered trademarks of Gartner, Inc. and/or its affiliates in the U.S. and internationally. Gartner does not endorse any vendor, product or service depicted in its research publications.

Technology partnership

Mason, powered by AGENIUS: the fast track to Siemens ICX.

Mason is a proprietary AI technology that S4 Digital Brasil operates under exclusivity with AGENIUS, our technology partner in AI, machine learning and data science. It works on, and integrates with, the Siemens ICX suite, but it is not a Siemens product: it is our agentic delivery layer. The agents read, model, build and test; our people decide and validate. The client sees one team and one outcome, without inheriting the platform’s complexity.

Track 1

From legacy to Mendix.

Mason reads the old system as a whole: code, database, screens, documentation and real usage. It extracts the business rules and data model, proposes the Mendix architecture and generates the application with the tests that prove nothing was lost.

  • Business rules recovered, even those nobody documented
  • Every requirement tied to an automated test
  • Phased migration, with the old system running until cutover
Track 2

The full ICX ecosystem.

Mason maps the data sources, proposes the ontology and graph in Graph Studio, prepares data and models in AI Studio and generates the Mendix applications and agents that take the decision into the process. All three pieces are born connected, on the same governance.

  • Ontology proposed from the real systems, validated by the business
  • Models trained and explained on the graph’s context
  • Agents with permissions, approvals and an audit trail from day one
  1. Readsystems, data and documents
  2. Modelrules, ontology, architecture
  3. Buildapps, models and agents
  4. Provetests and evidence at every phase
The complexity stays on our side.

The client does not need to build a Mendix, graph and machine learning team before starting. It works with one team, approves by phase and receives evidence at every step.

Substantially shorter timelines and lower costs.

Work that used to take months of manual analysis, specification and coding is done by the agents, under supervision. People focus on what only they can do: decide, challenge and answer for the outcome.

At the forefront of ICX adoption.

Mason puts S4 Digital Brasil at the global forefront of AI-driven Siemens ICX adoption: we use agents to implement Siemens’ own agentic platform.

How people and agents work in one team →

The four pillars

Agentic enterprise AI, on the company’s real context.

Siemens presents ICX as a platform that unifies IT, operations (OT) and engineering data into one system for action. It is built on a knowledge graph, so AI agents work from the same engineering, operations and business context, without adding another data silo.

  1. 01ContextGraph Studio

    Connects the systems the company already has into a live knowledge graph, with prebuilt industrial ontologies. Cross-domain questions answered in seconds.

  2. 02IntelligenceAI Studio

    Builds, deploys and manages machine learning models on operational context: predictive, prescriptive and explainable intelligence.

  3. 03ActionMendix

    Environment to build agents and intelligent applications and orchestrate them into actions, with workflows between people and AI agents.

  4. 04TrustGovernance

    Limits on what agents and people can access, decide and execute; human oversight; decisions traceable to source data and business rules; protection of data, identities and systems.

AI that speaks your industry’s language.

ICX’s industrial ontologies were created by the teams behind Teamcenter and Opcenter. They come with concepts already modeled that generic AI does not know:

  • Bills of materials (BOM)
  • Batch genealogy
  • Configuration effectiveness
  • Quality genealogy

AI that meets your data where it lives.

No need to move everything into a new repository: ICX connects ERP, PLM, MES, CRM, documents and sensors through the graph, and agents work on that unified context.

Source: the Intelligence Center X page on the Siemens website. Learn more on the Siemens website

By industry

One platform, built for each industry.

The use cases Siemens highlights for ICX. In Solutions we show 12 more industries, with the bridge to agentic AI in each. See by industry →

Aerospace and defense

  • Engineering change impact and program risk
  • Supply chain risk and smart substitution
  • Predictive sustainment and mission readiness

Semiconductors and electronics

  • Process and yield optimization across the plant
  • Equipment reliability and predictive maintenance
  • Cross-domain traceability and root cause analysis

Automotive

  • Cross-plant quality and root cause analysis
  • Supplier risk and parts traceability
  • Engineering change and impact analysis

Life sciences

  • Quality investigation and root cause analysis
  • Batch and quality genealogy
  • Supply chain risk and regulatory compliance
Results

Results published by Siemens.

Flat glass · Brazil

Vivix Vidros Planos

−85%
time to troubleshoot production issues
6,000 h
of manual work recaptured in a year
4×
faster quality investigations
Pharmaceuticals · global

Global pharmaceutical company

hours → seconds
cross-domain queries, across 15 billion production data points
First-ever
end-to-end view of manufacturing, quality and supply chain
IT distribution · Africa

Digital technology and IT services distributor

−95%
manual work, through automated workflows
−63%
supplier onboarding time

Cases and figures published by Siemens on the Intelligence Center X page.

Want the full picture of ICX?Architecture, ontologies, governance and customer stories, on the Siemens website.
Learn more at Siemens ↗
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