Why AI Needs a Semantic Context Layer: A World Cup Case Study
We asked a general AI and our own Data Graphs AI the same question about World Cup squad rotation. Only one could answer it with real numbers. The difference...
Paul Wilton Paul Wilton
32 Artikel
CEO
Paul Wilton 
How a Knowledge Graph Lets AI Predict, Reason, and Create Across a Live Competition like the FIFA World Cup 2026
A knowledge graph turns a competition's data into something AI can reason over, not just summarize. See how Data Graphs modeled the entire FIFA World Cup 2026,...
Paul Wilton 
Beyond the Depth Wall: Solving Deep Graph Traversal
Why deep graph traversal breaks most engines. How Data Graphs runs deep queries orders of magnitude faster than Neo4j, in a fraction of the memory, and with...
Paul Wilton
Steve Liles 
Vector finds similar. Graph finds true.
Vector search finds what's similar, Knowledge Graphs find what's true. The most powerful private-data AI systems know when to use each.
Paul Wilton 
How Multi-Modal Knowledge Graphs Are Transforming Sports Media
An AI-powered multimodal knowledge graph unifies video, sports data, and AI to turn all your sports media into an intelligent, explorable hub—enabling faster...
Paul Wilton 
Contextual Data Rendering in Multimodal Knowledge Graphs
Data Graphs' new contextually rendered data views change the way we navigate and view data in multimodal knowledge graphs.
Paul Wilton 
What makes the perfect Agentic AI-ready Knowledge Graph?
One that exposes a well-modeled, cohesive schema or ontology in a machine-readable, easy-to-consume format. This article explains why, and outlines the other...
Paul Wilton 
GraphRAG AI in Data Graphs
Patterns in GraphRAG and delving into the capabilities of Data Graphs AI and its architecture.
Paul Wilton 
Donna Esfandiary joins Data Language as CRO
We are excited to announce Donna Esfandiary as our new Chief Revenue Officer (CRO). Donna brings extensive experience scaling SaaS companies, driving global...
Paul Wilton 
Data Graphs Cypher Benchmark - 110x faster than Neo4j
We benchmarked Data Graphs and it’s fast. Really fast. In fact 110x faster than Neo4j on average, but that’s not the whole story. It gets better.
Paul WiltonSteve Liles 
Building Robust and Usable Knowledge Graphs
Building robust apps and business systems on graph databases has proven really hard, but it does not need to be. This is why.
Paul Wilton 
Enterprise SaaS Data Platform Procurement Costs
A look at the cost-benefit equation of Enterprise SaaS Data Platforms and why they should be a mainstream procurement choice.
Paul Wilton