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IIOS — The platform for organizational reasoning
IKF — Industrial Knowledge Graph

The durable asset at the center

Unlike a database whose value is fixed once populated, the knowledge graph appreciates with age. Every new entity, relationship, event, and correction enriches the context around everything already present.

Four primitives

A world model, not a record store

The graph is built from four kinds of first-class objects. Together they represent not just what exists in the industrial economy, but how it is connected and how it changes.

BellCompanyV-280 ValorProgramHoneycomb CoreMaterialHexcelCompanyThermoplasticsTechnologyUS-10,842B2PatentFLRAAProgram
CompanyProgramMaterialTechnologyPatent

Entities

Companies, systems, components, materials, technologies, processes, and equipment — every industrial object as a first-class node.

Relationships

Supplies, depends-on, competes-with, derived-from. The edges carry the meaning that turns a list into a network.

Events

Investments, acquisitions, contracts, filings, and disruptions — the changes that continuously reshape the graph over time.

Evidence

Every assertion is backed by a traceable source and a confidence value. Nothing exists in the graph without provenance.

Compounding value

Why the graph appreciates

A record store is worth what you put into it. A knowledge graph is worth the relationships between everything in it — and that value grows super-linearly as the graph fills in. Old context makes new signals more meaningful.

Relationship potential grows with entity count
Every correction improves nearby confidence
t
Historical events sharpen anticipation over time
1
Canonical graph, never a fragmented copy
Normalized by ontology

One entity, no matter the source

A material named three different ways across a filing, a contract, and a research report resolves to a single node — because the ontology defines the canonical vocabulary the graph is built on.

7
Ontology tiers from market to equipment
4
World-model primitives
Traversal paths across the graph
0
Nodes without provenance

Start building on the graph.

The Industrial Knowledge Graph is the foundation every Cognitive Enterprise application is assembled on.