Graphs move from niche database to enterprise knowledge layer for AI systems

SiliconANGLE · 1 month ago · 14 ● 3 sources

Enterprises are adopting graph databases as a central enterprise knowledge layer to ground AI systems in trustworthy data outside the models themselves, moving beyond experimental AI deployments. Independent research from the UK's National Innovation Centre for Data found that GraphRAG made agents 80% more truthful and answered twice as many questions compared to vector-only retrieval. This architectural shift enables faster value delivery in production systems, as demonstrated by a tax agency identifying over $100 million in fraud within 48 hours of implementing graph-based data modeling.