AWS Quick adds Live Data in Apps for AI-built apps with governed queries

AWS ML Blog · rss · 2026-10-02

AWS's Amazon Quick launches Live Data in Apps: AI-built Quick Apps can now query governed QuickSight datasets (SPICE and Direct Query) in real time instead of build-time snapshots. Queries run as the viewer, so RLS/CLS rules apply automatically with per-dataset consent enforced server-side. Builders describe apps in natural language and the agent discovers datasets, writes SQL, and deploys — AWS demos a sales renewals app that once took a month of IT work.

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