ToolsThe story, in brief

Rethinking access control for RAG with Amazon Quick and Amazon Bedrock

Document-level access control just became real-time in RAG. Amazon Quick and Bedrock Knowledge Bases now verify permissions at query time — not at indexing.

Paper-cut illustration of a coral software window opening into a three-dimensional drafting space.
New tools for building and creating with AI.AI illustration by KeyNews
The KeyNews take

Why it matters

Enterprise RAG has a permission problem: knowledge bases ingest documents from SharePoint, Google Drive, Confluence with complex ACLs, but retrieval systems have historically enforced access after the fact or not at all. Amazon's real-time verification pattern closes that gap for practitioners building governed RAG systems.

The key facts

11 to know
  1. Document-level access controls enforced at query time, not indexing time

  2. Permissions verified directly with authoritative sources (SharePoint, Google Drive, Confluence)

  3. Amazon Quick and Amazon Bedrock Knowledge Bases are the enabling products

  4. Solves enterprise RAG governance without re-indexing on permission changes

  5. No pricing, quota, or GA/preview status disclosed in blog summary

  6. Amazon Quick and Amazon Bedrock Knowledge Bases enforce document-level access controls in real time

  7. Permissions verified directly with authoritative sources at query time (not at indexing)

  8. Supports SharePoint, Google Drive, Confluence as knowledge sources

  9. Addresses complex permission models in enterprise knowledge bases

  10. No pricing, GA status, or consumption units disclosed

  11. Operational mechanism: query-time authorization verification pattern

Go to the source

AWS Machine Learning Blogaws.amazon.com

Publisher excerpt: Enterprise RAG unlocks insights from knowledge sources like SharePoint, Google Drive, and Confluence, but those sources carry complex permissions. Learn how Amazon Quick and Amazon Bedrock Knowledge Bases enforce document-level access controls in real time, verifying permissions directly with…
Read original report
Back to today's editionMore tools news

Keep reading

Related stories

More from Tools