ENTERPRISE CASE STUDY
Intelligent Document Processing (IDP)
An Intelligent Document Processing engine combining advanced computer vision, OCR, and Large Language Models to extract key-value data, validate tables, and process corporate invoices, purchase orders, and legal agreements.
Domain
Intelligent Document Processing
Timeline
2024–2025
Architecture Role
Solution Architect
Deployment Status
Production-ready
Financial teams were overwhelmed by non-standardized vendor invoices requiring manual line-item entry.
Architected an IDP pipeline that extracts, validates, and posts invoice data directly into financial ERP modules.
Architecture Narrative
Built to tackle heterogeneous document formats across finance and operations, the IDP Engine ingests invoices, receipts, contracts, and compliance forms. It performs optical character recognition, passes document layouts through contextual LLM extraction models, verifies calculations against purchase orders, and posts clean data to ERP systems.
System Impact
99%+ key-value extraction accuracy
Automated line-item matching with ERP purchase orders
Eliminated manual data entry for financial processing
System Signal Flow
Architecture & Security Model
Visual Architecture Showcase
What sets this solution apart?
Robust handling of both English and Arabic complex invoice structures
Sub-second extraction speed per document page
Automated 3-way PO matching logic