# Amazon — Serve live, governed data in AI-built apps with Amazon Quick

- Company: Amazon (amazon.com)
- Announced: 2026-10-01T19:49:06+00:00
- Category: capability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://aws.amazon.com/blogs/machine-learning/serve-live-governed-data-in-ai-built-apps-with-amazon-quick/
- Record: https://forck.live/items/15632-serve-live-governed-data-in-ai-built-apps-with-amazon-quick
- Subject: Bedrock / Nova

Amazon Quick introduces Live Data in Apps, allowing AI-built Quick apps to query governed Quick Sight datasets in real time rather than relying on static build-time snapshots. The feature supports SPICE and Direct Query datasets, enforces row-level and column-level security per viewer, and requires authenticated Quick users with Reader Pro role or higher. Builders describe apps in natural language; the agent discovers relevant datasets and writes SQL that re-runs on each open.

## Evidence

Verbatim from https://aws.amazon.com/blogs/machine-learning/serve-live-governed-data-in-ai-built-apps-with-amazon-quick/:

> With Live Data in Apps, a published Quick app queries your governed Quick Sight datasets live, every time a user opens it.

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