Intelligent Document Processing
AI-powered system that extracts, classifies, and routes information from invoices, contracts, and forms.
The Challenge
A financial services company processed thousands of invoices, contracts, and compliance forms monthly — all manually. Data entry errors cost them $8,000+/month in corrections and delays.
Tech Stack
Our Solution
We built an AI document processing pipeline using OpenAI for text extraction and classification, LangChain for orchestrating multi-step processing workflows, and Pinecone for storing document embeddings for semantic search. The system automatically extracts key fields, classifies document types, validates data against business rules, and routes to the appropriate team.
Key Deliverables
- ✓ Document ingestion pipeline (PDF, images, scans)
- ✓ AI extraction engine (OpenAI + custom models)
- ✓ Classification & routing system
- ✓ Validation against business rules
- ✓ Searchable document archive (Pinecone)
- ✓ Admin dashboard with accuracy metrics
Results
Manual data entry reduced by 85%, processing accuracy reached 99.2%, and the client saved $8,000/month in operational costs. ROI was achieved within 4 months of deployment.
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