Intelligent document platform with OCR, PDF data extraction, invoice auto-processing, AI document classification, and configurable workflow automation engine.
The organization processed 10K+ documents monthly with manual data entry teams, resulting in 15% error rates, 48-hour processing delays, and $500K annual labor costs.
We built an intelligent document platform with OCR, PDF data extraction, invoice auto-processing, AI classification, and configurable workflow automation.
Intelligent document processing platform automating data extraction from invoices, contracts, and forms using OCR, NLP, and validation rules.
Document ingestion via API or email, OCR text extraction, field-level NLP extraction, validation against business rules, and ERP posting.
Documents arrive via REST API, email attachment parsing, or web upload; classified by document type automatically.
AWS Textract extracts text from scanned documents; image enhancement applied for low-quality scans before extraction.
NLP model extracts invoice fields (vendor, amount, tax, date); business rules validate against supplier master data.
Validated records automatically posted to SAP/Xero via API; exceptions flagged for human review with confidence score.
A battle-tested methodology that turns complex challenges into elegant, high-performance solutions.
Document type inventory, extraction requirements analysis, and workflow complexity assessment.
Document processing pipeline design with OCR, NLP extraction, classification, and workflow engine.
Tesseract OCR pipeline, LangChain extraction chains, custom classifier training, and FastAPI backend.
Document template training, accuracy benchmarking, and workflow configuration for each document type.
Every solution we build comes packed with enterprise-grade features that ensure reliability, performance, and scalability.
Multi-engine OCR supporting 50+ document formats including handwritten text.
Intelligent data extraction from invoices, contracts, receipts, and forms.
Automated invoice capture, validation, approval routing, and ERP posting.
Automatic document type detection and routing based on content analysis.
Configurable automation workflows with approval steps, exceptions, and notifications.
Dashboard showing throughput, accuracy, processing times, and exception rates.
Key architectural decisions, data flow optimizations, and security patterns implemented for enterprise performance.
CNN-based classifier identifies document type (invoice, PO, contract, receipt) in under 200ms before routing to the correct extraction template.
Three-way match engine validates extracted invoice against PO and goods receipt in the ERP before auto-posting.
Fields below confidence threshold routed to human review UI with AI suggestion highlighted - only true exceptions need attention.
We carefully selected a cutting-edge technology stack to ensure maximum performance, maintainability, and future-proof scalability for this project.
"DocuFlow processes in minutes what used to take our team days. The 99.5% accuracy rate eliminated our entire data entry error problem."
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