business-intelligence

Amazon QuickSight can replace expensive BI tools or become a costly mistake — depending on how you use it. Here is the production guide that covers SPICE, multi-tenancy, cost control, and the cases where QuickSight is the wrong choice.

Virtual data modeling on AWS: Athena/Redshift semantic views without copies. July 2026 — when VDM works, when it burns Athena dollars.

Embedding QuickSight dashboards in your SaaS product gives every customer analytics without building a BI layer from scratch. Here is the complete implementation guide — embedding types, authentication, row-level security, and cost.

QuickSight isn't a Looker or Tableau replacement — but for analytics bolted onto the AWS data plane, it's the path that doesn't require a new vendor contract. Data sources, SPICE performance, embedded analytics, row-level security, and dashboards that survive scale.

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.