Automate Document Processing with Quick Automate and the IDP Accelerator
Machine Learning Blog
This article demonstrates how to automate document processing pipelines using the GAIIC IDP Accelerator and Amazon Quick Automate, using mortgage lending as a concrete example.
- GAIIC IDP Accelerator classifies, extracts, and validates documents using Amazon Textract and Bedrock foundation models
- Quick Automate orchestrates downstream workflows, routing data to loan systems and flagging exceptions without custom code
- Summit Mortgage reduced document processing time from 15–20 minutes to under 6 minutes per file, a 70% improvement
- Serverless architecture scales automatically with volume and eliminates fixed infrastructure costs
- Solution extends to refinancing, HELOCs, and commercial lending with configurable document types
- Open source IDP Accelerator deployable via CloudFormation with companion workshop for hands-on setup
Combining these AWS solutions enables fully automated document intake pipelines that reduce manual processing, minimize errors, and handle seasonal volume spikes without additional staffing.
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