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Half the natural-language BI demos fall apart on real schemas. A July 2026 deployment playbook for Generative BI Topics on QuickSight / Quick Sight — RLS, adoption metrics, and how this fits Amazon Quick Suite without confusing it for Q Business.
Rules engines miss fraud rings that mutate weekly. Graph + vector queries don't. A July 2026 production guide to Neptune Analytics — m-NCU sizing (including 32/64 pilots), pause-at-10% cost control, WCC fraud rings, and GraphRAG-ready vector indexes.
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