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

First reported Source: AWS Machine Learning BlogLast editorial activity
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What happened

The solution introduces live structured data from your data lakes, databases, and other analytics data stores. 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. Your governed Amazon Quick Sight datasets, the SPICE and Direct Query tables that hold your business metrics, couldnโ€™t be queried live from an app.

Any dataset numbers an app showed were baked in when the agent built it. That was fine for a static report, but it broke down the moment you wanted an app whose metrics reflected what your data says today, and that respected who is allowed to see which rows.

Sources & evidence

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