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Intelligent document processing on AWS with AI extraction of text, handwriting, tables, and forms using Amazon Textract and Amazon Bedrock for classification, enrichment, and action.
Overview
Transform document-intensive operations — claims, invoices, KYC, loan files, medical records, contracts, and correspondence — into structured, actionable data. Our Intelligent Document Processing (IDP) engagement designs and delivers end-to-end pipelines that ingest documents from email, SFTP, S3, or scanners; classify them by type; extract typed text, handwriting, tables, key-value pairs, and signatures; and enrich or validate results using Amazon Bedrock large language models.
We build on Amazon Textract for OCR, including handwriting, forms, and tables, and combine it with Amazon Comprehend, Amazon Bedrock, and Amazon A2I (Augmented AI) for human-in-the-loop validation of low-confidence results. Every deployment includes feedback loops to continuously improve accuracy, full audit trails, encryption in transit and at rest with AWS KMS, and integration with your downstream systems (ERP, CRM, core banking, EHR, or custom applications) through AWS Step Functions, AWS Lambda, and Amazon EventBridge.
This offering relates to the following AWS services: Amazon Textract, Amazon Comprehend, Amazon Bedrock (including Knowledge Bases and Guardrails), Amazon Augmented AI (A2I), Amazon S3, AWS Lambda, AWS Step Functions, Amazon EventBridge, Amazon DynamoDB, Amazon SQS, Amazon OpenSearch Service, AWS KMS, and Amazon CloudWatch.
Highlights
- High-accuracy extraction from typed text, handwriting, tables, forms, and signatures using Amazon Textract, with document classification and routing tuned to your business taxonomy and SLAs.
- LLM-powered enrichment with Amazon Bedrock for summarization, normalization, entity resolution, and cross-document reasoning — turning raw extraction into decision-ready, structured data.
- Human-in-the-loop validation with Amazon A2I for low-confidence cases, full audit trails, AWS KMS encryption, and feedback loops that continuously improve accuracy over time.
Details
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Delivery method
Deployed on AWS
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Support
Vendor support
Our AI Professional Services team delivers and supports each engagement end-to-end — from discovery and architecture, through implementation and go-live, to knowledge transfer and post go-live support scoped to customer requirements.
Contact:
- email: aws@brinel.ro
- URL: <www.brinel.ro/en/contact >