AWS: 8 agents on Amazon Bedrock AgentCore cut document processing to 1m30s

The blog post describes an agentic intelligent document processing (IDP) system built on Amazon Bedrock AgentCore, positioned as an alternative to template-based IDP that requires upfront configuration for each document format. In its example, a first purchase order from Two Wheel Store took 3 minutes 49 seconds end-to-end — including a validation failure where the vendor's SKU format (SB-004) didn't match the internal format, a fix that added a transformation rule, and a successful second pass. When a second purchase order arrived, the Matcher agent found the stored instructions with a confidence score of 3.946 against a threshold of 3.7 and completed processing in 1 minute 30 seconds. The post specifies prerequisites including AWS CDK v2 and Docker, and the walkthrough deploys six CloudFormation stacks; operations are monitored through AgentCore Observability and CloudWatch, and content filtering can be added via Amazon Bedrock Guardrails.