Knowledge Graphs & GraphRAG for Engineering Documentation
Structured engineering knowledge graphs combined with retrieval for design and troubleshooting support.
GraphRAG over structured bills of materials, specs and historical change records is proving far more reliable than plain document search for complex engineering troubleshooting.
Sequencing
Builds on Vector Search over Technical Manuals
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 Product Catalogs
Structured product knowledge graphs combined with retrieval for discovery and service.
From the Manufacturing & Industrial Emerging Technology & Innovation Radar, Edition 2026.1, published 2026-10-01.
An independent, industry-agnostic radar curated by Shailesh Kumar.