How Knowledge Graphs Work

How Knowledge Graphs Work:

Knowledge Graphs are flexible data structures that connect “similar to” data elements, capturing relationships between data in the same way that our brains think. This structure turns your data into machine-understandable information. At the enterprise level, this enables your company to stitch together collective knowledge, break down data silos, and discover what is known across your organization.

Data Fabric

Semantic metadata to power your models

Data Lineage

Intelligently track how your data has changed

Data Quality

Automate error identification through semantics

Data Pipeline

Manage repeatable, dynamic ETLs

Data Catalog

Ensure discovery of data assets

Data Lakes

A semantic layer to activate your data

The Knowledge Graph advantage

The classic data structure, a relational database, has its limitations. While you can store a lot of facts and figures, at scale discovery becomes impossible. Moreover your team’s intuition is limited. How can researchers find all things to do with “cancer” when they search “tumor” or “oncology” to build the next drug?

Helping you avoid the software graveyard

Knowledge Graphs are able to accommodate diverse data and metadata that adjusts to solve real-world problems. No more science projects. Knowledge Graphs power business applications to enable cybersecurity, data privacy, drug discovery, and many others by the same principle – a shared understanding of your data.

Knowledge Graphs are self-descriptive

The meaning of the data is stored alongside the data in the graph, in the form of the ontologies or semantic models. This makes Knowledge Graphs self-descriptive.

Enterprise Knowledge Graphs enable insights that are:

Unified

Central, collaborated upon understanding of data relationships and connections to power discovery and machine learning.

Flexible

And extensible. Based on open source standards to dynamically pull in information from external sources or across the organization to a rich, informed data model.

Intuitive

Semantics helps experts share, users identify, and machines use information the way the human brain thinks.

The TopQuadrant
Difference

TopBraid EDG is the ultimate knowledge graph creation and curation tool, and was built to get the most out of the most expressive and limitless information architecture, RDF.

From concepts to results

20+ years of delivering business value from semantic technologies.

Collaboration capabilities for the enterprise

Confidently enable quality, consistency, and interoperability

Future proofed by design

Zero lock-in aligned to open standards (W3C)

Set the stage for innovation

Build the foundation for enterprise GenAI and LLMs