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Intelligent Document Processing
Developed an automated document processing system using Azure Form Recognizer, Azure Functions, and Power Automate. Processes 10,000+ documents daily with 98% accuracy.
Client
Healthcare Insurance Provider
Duration
6 months
Year
2024
Role
Solutions Architect
Project Overview
An end-to-end intelligent document processing solution that automates the extraction, classification, and processing of business documents. The system handles invoices, contracts, forms, and correspondence with high accuracy, dramatically reducing manual data entry and processing time.
Challenges
- 1Processing diverse document formats and layouts
- 2Maintaining HIPAA compliance for healthcare data
- 3Handling handwritten notes and poor quality scans
- 4Integrating with existing claims management system
Solutions
- Custom trained Azure Form Recognizer models for healthcare documents
- Implemented Azure Confidential Computing for sensitive data processing
- Built intelligent pre-processing pipeline for image enhancement
- Created Power Automate flows for seamless workflow integration
Results & Impact
85% reduction in manual data entry
98% extraction accuracy for key fields
70% faster claims processing time
Processing 10,000+ documents daily
Key Features
Automatic document classification
Key-value pair extraction
Table and line item recognition
Handwriting recognition
Confidence scoring and human review workflow
Audit trail and compliance reporting
Technologies Used
Azure Form RecognizerAzure FunctionsPower AutomateAzure Blob StorageAzure Cosmos DBLogic AppsPower BI
Tags
Azure AIPower PlatformAutomation