How fragmented systems, documents and expertise become connected, governed intelligence — from data sources to reasoning agents
◊ 10 source systems · 6 domains
Most AI programs invest in models, GPUs and agents. The highest-performing programs invest in context, relationships and business meaning. ArchitectureIQ is the layered stack that turns enterprise data into that context. Select a layer to inspect it.
Core Domains
All domains become connected through the ontology and graph
AI Agents Across the Enterprise
Specialized agents reasoning over the shared graph
From Search to Reasoning
Enterprise value increases as the platform moves up the stack
Business Value Framework
Typical outcome ranges across the program
OntologyIQ — Enterprise Ontology
The common language of the factory: a consistent understanding of business concepts across every system and location
◊ Steward: Knowledge & Ontology team
The ontology creates the vocabulary; the knowledge graph creates the relationships. Select an entity class to see its properties, source systems and how it connects.
Entity Classes
Relationship Types
Typed connections that give the graph its meaning
A defect is never just a defect — it is associated with a component, supplied by a vendor, manufactured at a plant, and resolved by a corrective action.
SemanticIQ — Semantic Models
Where raw system fields are mapped to governed business concepts — so every system speaks the same language
◊ Semantic model v2.3
System-to-Concept Mappings
Source field → canonical ontology concept, with steward and governance status
Source System / Field
Canonical Concept
Domain
Steward
Status
Business Glossary
Shared definitions that anchor the semantic layer
Example Semantic Triples
Subject → predicate → object statements the model asserts
KnowledgeIQ — Living Knowledge Graph
A connected digital representation of the factory — query it in natural language and watch the platform reason across relationships
◊ 48,217 linked artifacts
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Engineering Copilot
Ask a question — the copilot reasons across the graph and highlights the entities behind its answer. Days become minutes.
Drag nodes · click to inspect
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