Accelerating federal document processing using Document AI from DMI

This article introduces DMI Document AI, a solution built on Amazon Bedrock that automates federal document processing at scale using generative AI.

• Addresses federal agencies' challenges processing millions of unstructured, sensitive documents with high accuracy
• DocuChew module uses generative AI for document classification and metadata extraction with 90%+ accuracy
• DocuRun applies smart templates and Amazon Bedrock Data Automation for intelligent data extraction and validation
• DocuGen generates 200+ page documents in 45 minutes using proprietary weighted RAG prioritization
• Deployed via AWS CloudFormation within customer AWS accounts for data sovereignty and security
• Incorporates Amazon Bedrock Guardrails for PII protection, prompt injection defense, and compliance
• Handles handwritten text, degraded records, and inconsistent document layouts better than traditional OCR
• Supports modular deployment of individual components for flexible integration with existing systems

DMI Document AI modernizes federal intake workflows by automating document processing while maintaining strict security, privacy, and auditability standards required by government agencies.