04 — Product · PR-500

Cognite Data Fusion

Name: Cognite Data Fusion
Author: Cognite

An industrial data platform that ingests operational, IT and engineering data, links it into a knowledge graph of assets, time series, documents and work orders, and serves it to analytics, search and AI agents. Its Atlas AI workbench builds industrial agents grounded in that graph.

// FIG. 04 · Capability coverage

Each tile is an L1; the bar is how many of this product's capabilities realize something beneath it. Our judgment, not a vendor claim.

Direct & Govern

Finance

People & Workplace

Customer & Market

Products & Services

Operations & Supply

Technology & Data

Resilience & Responsibility

Industry L1s

Product capabilities · 6

How to read maturity and confidence

Maturity · how much it covers

core: What the product is built around; the capability is covered end to end.
strong: Covered well, with a few gaps a buyer would notice.
partial: Covers part of the capability; expect to pair it with something else.
emerging: New or thin; on the roadmap more than in the product.

Confidence · how well it is evidenced

Evidence confidence: high: The vendor's own documentation describes this module doing it.
Evidence confidence: medium: Documented, but how far it reaches into the capability is our reading.
Evidence confidence: low: Our judgment; we found no public page that confirms it.

PC-500.10
Data Ingestion & Extractors
Evidence confidence: mediumMaturity: core
Brings in time series, events, documents and engineering data from historians, control systems, ERP and asset management systems.
- BC-750.30.10Data Ingestion
- BC-750.30.30Pipeline Operations
PC-500.20
Contextualization
Evidence confidence: highMaturity: core
Links tags, documents, diagrams and images to the assets they describe, using rules and AI matching, so the data can be navigated by equipment.
Vendor page: cognite.com/en/resources/blog/use-ai-agents-to-orchestrate-industrial-data-pipelines-in-cognite-data-fusion ↗
PC-500.30
Industrial Knowledge Graph & Data Models
Evidence confidence: highMaturity: core
Holds assets, time series, files and work orders in a graph with industry data models that applications and agents query through one interface.
PC-500.40
Data Workflows
Evidence confidence: highMaturity: strong
Orchestrates transformations, functions and simulations on a schedule or in response to events, with monitoring of each run.
- BC-750.30.20Data Transformation
- BC-750.30.30Pipeline Operations
PC-500.50
Industrial Search, Charts & Canvas
Evidence confidence: mediumMaturity: strong
No-code tools for engineers to search equipment data, trend time series and lay out data, documents and diagrams side by side for investigations.
PC-500.60
Atlas AI
Evidence confidence: highMaturity: emerging
A low-code workbench for building industrial AI agents that answer questions and carry out tasks grounded in the knowledge graph.
Vendor page: cognite.com/en/product/atlas ↗

Sources · checked 2026-10-13

The public vendor documentation this mapping is based on. Maturity and confidence are our judgment, not the vendor's claim.

Why Cognite | Cognite www.cognite.com/en/why-cognite
Cognite Atlas AI | Cognite www.cognite.com/en/product/atlas
Use AI agents to orchestrate industrial data pipelines in Cognite Data Fusion | Cognite www.cognite.com/en/resources/blog/use-ai-agents-to-orchestrate-industrial-data-pipelines-in-cognite-data-fusion