talk · Graph
Graph Modelling for Production AI
A pragmatic walk-through of mapping LLM use cases onto labelled-property graphs without over-engineering.
Talent · Graph
Knowledge graphs that ship to production.
Schema design, Cypher, AuraDB operations, and graph-native retrieval for AI systems. We move teams from ad-hoc joins to durable graph models.
Talks & blogs · Graph
Recent Graph writing and speaking.
blog · Graph
From Tables to Graphs in 30 Days
What we change first when a relational team adopts Neo4j Aura — and what we deliberately leave alone.
Explore the other talents
One practice — pick another thread.
Stories from the field
Real engagements, anonymised where needed.
Story · Graph
Fraud detection at a top-5 European bank
Replaced a brittle multi-join pipeline with a graph-native model. Investigations dropped from hours to minutes.
External resources
Things we recommend, beyond our own writing.
External
Neo4j Aura Documentation
Official operations and Cypher reference.
External
Awesome Graph Databases
Curated list of graph-database tooling.
External
openCypher Specification
The query language under the hood.