palaniappan p 10 min
Amazon Neptune Analytics: Graph and Vector Analytics for Fraud Detection and Recommendations
Rules engines miss fraud rings that mutate weekly. Graph + vector queries don't. A production guide to Neptune Analytics for fraud detection, recommendation engines, and supply-chain risk — query patterns, cost gotchas, and where the architecture breaks down.