Knowledge Graphs & GraphRAG for Product Catalogs
Structured product knowledge graphs combined with retrieval for discovery and service.
GraphRAG over a well-structured product knowledge graph (attributes, compatibility, substitutes) dramatically improves both search relevance and customer-service answer accuracy over plain-text retrieval.
Sequencing
Enables Agentic Customer Service
Knowledge Graphs & GraphRAG across other industries
Structured knowledge graphs paired with retrieval to cut hallucination on complex domains.
Knowledge Graphs & GraphRAG for Biomedical Literature
Structured knowledge graphs combined with retrieval for literature-grounded AI reasoning.
Knowledge Graphs & GraphRAG for Financial Crime
Graph-structured entity and relationship data combined with retrieval for investigation support.
Knowledge Graphs & GraphRAG for Engineering Documentation
Structured engineering knowledge graphs combined with retrieval for design and troubleshooting support.
From the Retail & Consumer Emerging Technology & Innovation Radar, Edition 2026.1, published 2026-10-01.
An independent, industry-agnostic radar curated by Shailesh Kumar.