Home icon

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

Machine Learning Blog



Amazon Quick introduces Live Data in Apps, allowing AI-built applications to query governed QuickSight datasets in real time instead of using static build-time snapshots.

  • Build apps using natural language prompts; AI agent discovers relevant datasets and writes SQL automatically
  • Published apps re-run queries live on each user access, ensuring current data with no manual refresh needed
  • Row-level and column-level security rules apply automatically; each user sees only data they're permitted to access
  • Supports both SPICE (in-memory) and Direct Query datasets from QuickSight
  • One-time consent required per dataset; queries execute as the viewing user for security enforcement
  • Query guardrails prevent incomplete data; pagination available for large result sets

Live Data in Apps eliminates manual data refresh workflows and enables business users to build governed, real-time data applications without coding or IT involvement.



Go to article

The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.

Related articles

May 11
2026
Amazon Quick: Accelerating the path from enterprise data to AI-powered decisions
Sep 1
2026
Amazon Quick now lets you build custom apps with natural language -
Sep 29
2026
Building an AI-powered contract intelligence platform with Amazon Quick and Amazon Bedrock AgentCore
Sep 3
2026
Integrating Outlook with Amazon Quick for AI-powered email automation

The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.