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GLOSSARY

THE TECHNICAL LANGUAGE OF DIGITAL B2B INFRASTRUCTURE

CONCEPT
DATA ENGINEERING

Knowledge Graph

A structured representation of entities, their attributes and the relationships between them, organised for machine querying and reuse.


BUSINESS RELEVANCE

They connect fragmented data around shared entities, supporting search, recommendations, analytics, integration, traceability and context for AI systems.


IMPLEMENTATION EXAMPLE

A company graph links customers, contracts, products, support cases and owners through stable identifiers so authorised teams can query relationships across source systems.


LIMITATIONS

A graph is not automatically true or complete. Entity matching errors, stale relationships, weak provenance, access-control failures and poorly governed ontologies can propagate misleading results.


TECHNICAL EXPLANATION

Knowledge graphs commonly model facts as nodes and typed edges or subject–predicate–object statements. Identifiers, schemas or ontologies, provenance and entity resolution help combine data; graph query languages and reasoning can retrieve or infer connected information.


Secondary Topics

AI Governance, Search Optimization, Systems Architecture

Sources

W3C — RDF 1.2 Concepts and Abstract Data Model — https://www.w3.org/TR/rdf12-concepts; W3C — RDF 1.1 Primer — https://www.w3.org/TR/rdf11-primer/

Related terms

AI Guardrails

CONCEPT
AI GOVERNANCE

Technical and organizational safeguards that constrain model inputs, outputs, system access, and automated actions to mitigate risk.

Third-Party Risk

CONCEPT
CYBERSECURITY

The potential cybersecurity and operational vulnerabilities introduced by external vendors, suppliers, and partners.

Idempotency

CONCEPT
SYSTEMS ARCHITECTURE

A software design property ensuring that executing an API request multiple times produces the exact same system state.

Service-Level Agreement (SLA)

CONCEPT
SYSTEMS ARCHITECTURE

A formal commitment contractually defining service uptime expectations, delivery benchmarks, and remedies between parties.

Sales Funnel

CONCEPT
REVENUE OPERATIONS

A visual and analytical model tracking prospective buyers through sequential stages from initial awareness to final sale.