Document Processing
Extract, classify, and process documents at scale with AI-powered OCR, NLP, and vision models — turning invoices, contracts, and unstructured documents into structured, actionable data.
# OCR + AI extraction pipeline
pipeline = Pipeline([
OCREngine(lang="auto"),
LayoutParser(),
EntityExtractor(
model="gpt-4-vision"
),
Validator(),
])
result = pipeline.process(doc)
Intelligent Extraction Pipeline
Our multi-stage pipeline combines OCR, layout analysis, and AI-powered entity extraction to handle any document format — from pristine PDFs to low-quality scans and faxes.
result = {
"vendor": "Acme Corp",
"invoice_no": "INV-2024-0847",
"amount": 12450.00,
"currency": "USD",
"line_items": [
{"desc": "Consulting",
"qty": 40,
"rate": 250}
],
"confidence": 0.95
}
From Unstructured to Structured
Transform messy, unstructured documents into clean, validated JSON with field-level confidence scores — ready to flow into your ERP, CRM, or accounting system.
Processing Methods Compared
| Feature | Manual Entry | Template OCR | AI Extraction |
|---|---|---|---|
| Accuracy | 85-90% | 88-92% | 95-99% |
| Processing Speed | 5-10 min/doc | 10-30 sec/doc | 1-3 sec/doc |
| New Document Types | Manual training | Template needed | Auto-adapts |
| Handwriting Support | Yes | No | Yes |
| Multi-Language | Limited | Limited | 100+ languages |
| Scalability | Linear cost | Good | Unlimited |
| Context Understanding | Human level | None | Near-human |
Ready to Eliminate Manual Document Processing?
Deploy AI-powered document extraction that processes any format with 95%+ accuracy — saving your team thousands of hours per year.