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Build self-improving document processing using Amazon Bedrock AgentCore

AWS Machine Learning Blog · Oct 14, 2026 · Product Launches

Amazon Bedrock AgentCore enables self-improving document processing agents that learn new formats automatically

AWS published a tutorial showing how to build a self-improving intelligent document processing system using Amazon Bedrock AgentCore and the open-source Strands Agents SDK. The system uses eight specialized agents across two graph-based workflows to classify, extract, validate, and learn from new document formats without manual template configuration. While practically useful for enterprise automation, this is a how-to post for an existing AWS product rather than a novel research or strategic announcement.

amazon-bedrock document-processing multi-agent AWS agentic-AI IDP

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