Finance Genie

Graph-enriched analytics for Databricks Genie

Finance Genie demonstrates how Neo4j Graph Data Science can enrich Databricks Lakehouse tables with network features, so Genie can answer questions about fraud-ring structure, risk communities, and relationship-driven patterns using ordinary Delta columns.

Open full slide deck Open 15-minute deck View project on GitHub

Baseline Genie answers standard BI questions over Silver tables, but network centrality and community structure are not present in row-level data.

Graph enrichment Neo4j GDS computes PageRank, Louvain communities, and shared-merchant similarity from account, merchant, and transfer relationships.

Lakehouse output The graph features land back in Gold Delta tables as scalar columns that Genie, SQL, dashboards, and ML can use directly.