{"version":1,"type":"story","url":"https://digestai.news/story/amazon-quick-adds-live-data-to-ai-built-apps","json":"https://digestai.news/story/amazon-quick-adds-live-data-to-ai-built-apps.json","markdown":"https://digestai.news/story/amazon-quick-adds-live-data-to-ai-built-apps.md","slug":"amazon-quick-adds-live-data-to-ai-built-apps","headline":"Amazon Quick adds live data to AI-built apps","summary":"Amazon Quick, the AI‑powered unified intelligence service, now supports Live Data in Apps, letting AI‑generated web applications query governed QuickSight datasets in real time instead of using static snapshots. Builders describe the desired app in plain language, the agent discovers the relevant datasets, writes the necessary SQL, and after consent from the user, publishes an app that re‑runs the query each time it is opened, enforcing row‑level and column‑level security per viewer.\n\nThe feature works with both SPICE (in‑memory) and Direct Query datasets, requires users to have at least Reader Pro access, and mandates one‑time consent for each dataset. It enables use cases such as sales leaders pulling up‑to‑date renewal numbers, analysts viewing current metrics, and teams combining enterprise content with live data without writing code or managing DevOps.\n\nOperational guardrails include query size limits, pagination prompts, and the need to rebuild queries if dataset schemas change. The launch is aimed at enterprises that need secure, governed, and up‑to‑date data in AI‑built applications.","keyPoints":["Live Data in Apps lets Quick apps query QuickSight datasets at view time, not build time.","The AI agent discovers datasets, writes SQL, and runs it per viewer, respecting RLS and CLS.","Builders need Reader Pro role, dataset consent, and supported SPICE or Direct Query datasets."],"whyItMatters":"It lets enterprises deliver up‑to‑date, governed analytics through AI‑generated apps, reducing manual coding and ensuring data security per user.","category":{"slug":"enterprise","name":"Enterprise & Industry","url":"https://digestai.news/category/enterprise"},"entities":{"companies":["Amazon","AnyCompany","Jira","Slack","Google Drive"],"models":[],"people":[]},"firstPublishedAt":"2026-10-01T19:49:06Z","updatedAt":"2026-10-01T19:49:06Z","sourceCount":1,"hasPrimarySource":true,"sources":[{"outlet":"AWS Machine Learning Blog","title":"Serve live, governed data in AI-built apps with Amazon Quick","url":"https://aws.amazon.com/blogs/machine-learning/serve-live-governed-data-in-ai-built-apps-with-amazon-quick","publishedAt":"2026-10-01T19:49:06Z","type":"primary","primary":true,"lead":true}],"sourceNotes":null,"discussions":[],"thread":null,"cite":{"text":"Digest AI, \"Amazon Quick adds live data to AI-built apps\", 1 October 2026, https://digestai.news/story/amazon-quick-adds-live-data-to-ai-built-apps","publisher":"Digest AI","title":"Amazon Quick adds live data to AI-built apps","datePublished":"2026-10-01T19:49:06Z","url":"https://digestai.news/story/amazon-quick-adds-live-data-to-ai-built-apps"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}