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Optimize blueprint extraction accuracy in Amazon Bedrock Data Automation

AWS Machine Learning Blog · Jun 11, 2026 · Product Launches

AWS Bedrock Data Automation adds blueprint instruction optimization to auto-refine document extraction accuracy from 3-10 examples.

“You provide three to ten example documents with expected values, and BDA refines your blueprint instructions to improve accuracy in minutes, not weeks.”

AWS introduced blueprint instruction optimization in Amazon Bedrock Data Automation, a feature that automatically refines natural-language extraction instructions using 3-10 sample documents with ground truth, requiring no model fine-tuning. It targets accuracy challenges in intelligent document processing but is an incremental, AWS-specific product enhancement rather than a broad industry-moving signal.

aws bedrock document-extraction idp automation

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