Industrial knowledge graph
Extract data relationships, capture interconnections, and trace data lifecycles in a flexible knowledge graph that adheres to industry data standards and represents your operations digitally.

Extract data relationships, capture interconnections, and trace data lifecycles in a flexible knowledge graph that adheres to industry data standards and represents your operations digitally.
High-frequency time-series sensor data, knowledge hidden in documents, visual data streams, and even 3D and engineering data to describe the physical environment to a domain expert - Cognite Data Fusion is built for scale at its core. It liberates the data that’s been locked in different systems and applications and makes it meaningful and manageable.
Cognite Data Fusion is your tool to turn raw data into valuable operational insights
Data flows from the extractor into Cognite Data Fusion ingestion API. From here on, everything lives in the cloud. Data is first ingested into the raw storage layer.
The transform step shapes and moves the data from the staging area into the Cognite Data Fusion data model. Cognite Data Fusion comes with a built-in transformation.
The transformation tools, including monitoring services, run in Cognite Data Fusion and can be scheduled to run at specific intervals.
The transformation step can both turn raw data into Cognite Resource types and build their relationships to form the data model.
What independent voices say about the value of data contextualization in populating the industrial knowledge graph
Contextualized Data and Digital Twins Amplify Digitization Value
“Digitalization success hinges on providing data scientists and developers with access to contextual, meaningful data at their moment of need.”
Cognite Data Fusion provides contextualization of operational asset data to increase ease of data analytics
“CDF uses a combination of machine learning, rules engines, and subject-matter expertise to create a pipeline of data tagging and labeling so that CDF knowledge graphs are automatically populated.”
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