# Amazon Quick apps can now query governed Quick Sight data live

> AWS says Amazon Quick's new Live Data in Apps feature lets AI-built apps query governed Quick Sight datasets at view time, with queries running as each viewer so row- and column-level security rules apply.

- **Topic**: Models
- **Published**: 2026-10-02T06:15:22.531Z
- **Canonical URL**: https://highsignal.sh/stories/amazon-quick-apps-can-now-query-governed-quick-sight-data-live-26a926cf

## Why It Matters

It moves AI-built apps beyond frozen, publish-time snapshots, so the numbers inside them stay current and stay scoped to what each viewer is permitted to see — though viewers must be authenticated Quick users and consent per dataset, and anonymous access isn't supported.

## Primary Sources & Citations

- [Serve live, governed data in AI-built apps with Amazon Quick](https://aws.amazon.com/blogs/machine-learning/serve-live-governed-data-in-ai-built-apps-with-amazon-quick/) — *AWS Machine Learning Blog* (Primary source)

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