Serve live, governed data in AI-built apps with Amazon Quick
Live Data in Apps: QuickSight datasets now query in real time inside AI-built apps, with row and column security enforced per viewer.
Why it matters
Amazon Quick gains runtime data governance—AI apps can now serve governed, fresh data instead of static snapshots, applying row-level and column-level security per reader. This changes how practitioners build data-aware apps in Quick and reduces the friction of embedding live BI into agentic workflows.
The key facts
11 to knowFeature: Live Data in Apps for Amazon Quick
Queries run against QuickSight datasets in real time, not build-time snapshots
Row-level and column-level security enforced per viewer
Natural language interface for app building and publishing
Governance applied at query time, not at app build time
Amazon Quick feature: Live Data in Apps
Queries governed QuickSight datasets in real time, not static build-time snapshots
Row-level and column-level security enforced per reader/viewer
Natural language interface for building, publishing, and sharing apps
AWS blog post—vendor documentation, no independent validation or adoption data
Published 2026-10-01
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: With Live Data in Apps in Amazon Quick, AI-built apps query your governed Quick Sight datasets in real time instead of static, build-time snapshots. Each query runs as the person viewing the app, so row-level and column-level security apply per reader. Learn how to build, publish, and share a…