Build multi-tenant agentic chat applications on enterprise data with Amazon Bedrock Managed Knowledge Base
Amazon ships multi-tenant agent infrastructure for enterprise document Q&A — with built-in data isolation and async indexing at scale.
Why it matters
Bedrock's Managed Knowledge Base adds agentic retrieval capabilities, lowering the bar for enterprises to deploy document-grounded agents. The focus on multi-tenancy, isolation, and operational patterns signals AWS is serious about agent platforms, not just chat.
The key facts
12 to knowAmazon Bedrock Managed Knowledge Base now supports agentic chat applications
Multi-tenant architecture with per-user data isolation
Asynchronous indexing lifecycle for document ingestion
Enterprise-scale operational best practices documented
Agents retrieve and ground responses on uploaded documents
Published as vendor technical guidance (AWS blog)
AWS Bedrock Managed Knowledge Base adds multi-tenant agentic chat
Covers ingestion, retrieval flows, asynchronous indexing lifecycle
Per-user data isolation for enterprise multi-tenancy
Document upload → grounded question-answering loop
Production-scale operating guidance included
Published August 31, 2026
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: Learn how to build a multi-tenant agentic document chat application on Amazon Bedrock Managed Knowledge Base, where users upload documents and immediately ask grounded questions. This post covers the ingestion and retrieval flows, the asynchronous indexing lifecycle, per-user data isolation, and…