Amazon Quick adds live data to AI-built apps
What happened
On 2 October 2026, the AWS Machine Learning Blog reported that Amazon Quick has introduced Live Data in Apps for its AI-built Quick Apps. Previously, apps relied on a static snapshot taken at build time; the new feature queries governed Quick Sight datasets in real time each time an app is opened. It supports both SPICE and Direct Query dataset modes, runs queries as the viewer, and automatically applies existing row-level and column-level security rules. Each viewer must be authorised separately per dataset on first use, and anonymous or public access is not supported.
Written by AI from the reports · updated 14 d ago
Timeline
Follow the reports to see the event from each side.
- AWS Machine Learning BlogServe live, governed data in AI-built apps with Amazon Quick
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 live-data app using natural language.