Intelligence Center X

Graph Studio

Graph Studio - part of Siemens RapidMiner, within Intelligence Center X - builds enterprise knowledge graphs: a governed semantic layer that connects entities and relationships across systems like PLM, ERP, CRM, and MES, so you can query your whole business without moving or duplicating the data. It gives applications and AI a connected picture to reason over.

What it is

A connected model of your whole business.

A knowledge graph links entities and their relationships into one semantic layer that spans multiple systems. Graph Studio builds and operates that graph at enterprise scale, on open standards - so both people and AI can ask questions that used to take weeks of custom development.

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Unify siloed data

Connect structured and unstructured data across PLM, ERP, CRM, and MES into one queryable graph - without duplicating it.

A governed semantic layer

Automated ontologies give every system a single, consistent meaning for the same data - one source of truth for what things are.

Enterprise scale

An in-memory, massively parallel engine loads, queries, and transforms billions of entities fast - not just a departmental dataset.

Open standards

Built on W3C standards - RDF, SPARQL, OWL, and SHACL - for interoperability and audit-ready governance.

Use cases

What a knowledge graph is for.

Illustrative examples of the questions a connected data foundation can answer.

Supply-chain traceability

Trace a part from supplier to product to the customers affected by a delay - in a single query - and follow batch genealogy end to end for recalls or audits.

Manufacturing and digital twins

Integrate engineering, production, and operational data to feed Industry 4.0 initiatives and digital twins with a connected picture.

Regulatory compliance

End-to-end traceability for regulated and GxP-validated environments, so evidence for an audit is a query rather than a project.

Grounding GenAI (GraphRAG)

Give large language models and AI agents direct access to connected, governed data, so answers are grounded in your business instead of guessed.

Cross-domain questions

Answer ad-hoc questions that span systems - the ones that normally need weeks of custom reporting to piece together.

A foundation for every app

Once your data is connected, every new application and AI feature starts from a shared, trusted picture instead of a blank canvas.

Where Mendix comes in.

A knowledge graph earns its keep when applications use it. As Siemens brings Graph Studio and Mendix together under Intelligence Center X, the pattern is to build the connected foundation in Graph Studio, then surface and act on it in Mendix applications - dashboards, workflows, and AI features that reason over the graph. Golden Earth builds that Mendix layer, and helps you see where each piece of the Siemens stack fits.

AI Studio Intelligence Center X Mendix + AI Services

FAQ

Graph Studio, answered.

What is Graph Studio?

Graph Studio is Siemens RapidMiner's enterprise knowledge-graph platform, part of the Intelligence Center X initiative. It builds and queries large-scale knowledge graphs that unify structured and unstructured data across business systems into one governed, queryable semantic layer.

What is a knowledge graph?

A knowledge graph is a connected model of entities and their relationships, spanning systems like PLM, ERP, CRM, and MES. It lets you query your whole business as one connected picture - without moving or duplicating the underlying data - so applications and AI can navigate relationships rather than isolated tables.

What can you use Graph Studio for?

Illustrative use cases include supply-chain traceability and batch genealogy, manufacturing and Industry 4.0 digital-twin integration, regulatory compliance in GxP-validated environments, grounding generative AI with GraphRAG, and answering ad-hoc cross-domain questions that would otherwise take weeks of custom reporting.

How does a knowledge graph improve AI answers?

Through GraphRAG: it gives large language models and AI agents direct access to connected, governed data and the relationships between things. That grounds answers in your business rather than fragments, which means better answers and fewer hallucinations.

How does Graph Studio relate to Mendix?

Both are part of Siemens' Intelligence Center X. The common pattern is to build the connected foundation in Graph Studio, then surface and act on it in Mendix applications - dashboards, workflows, and AI features. Golden Earth builds that Mendix layer and advises on where each Siemens tool fits.

Can Golden Earth help us put a knowledge graph to work?

Yes - through Mendix. We build the governed Mendix applications that surface and act on a connected data foundation, staffed by senior engineers only with a documentation-first approach and senior review. We serve clients across North America, in Canada and the USA.

Ready to put a connected data foundation to work?

Talk to us about the Mendix applications that turn a knowledge graph into something people use.

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