Prompt
Do I need an OCR API for scanned contracts?
Latest observation
Oct 11, 2026
OpenAI APIWeb search: off
Yes—if your contracts are scanned images or PDFs without selectable text, you’ll usually need OCR to extract the text.
When you need OCR
- Scanned PDFs/images of signed contracts
- Photos of contracts taken on a phone
- Faxed or low-quality documents where the text is not embedded
- Need to search, index, compare, or summarize contract contents
When you may not need OCR
- The PDF already contains digital text (you can highlight/copy it)
- The contract was created in Word and exported as a text-based PDF
- You only need to store the file, not extract text
What an OCR API gives you
- Text extraction from images/PDFs
- Layout retention in some cases
- Confidence scores
- Table/form detection in better services
- Batch processing and automation
Important caveat
OCR is rarely perfect for contracts because of:
- small font
- stamps/signatures
- skewed scans
- poor contrast
- tables and multi-column layouts
So for legal documents, you often want an OCR service that supports:
- high accuracy
- layout-aware extraction
- PDF input
- searchable output
- possibly human review for critical fields
Practical rule
If your input is scanned, use OCR.
If your input already has real text, OCR is optional.
If you want, I can also recommend:
- the best OCR APIs for contracts, or
- a simple workflow for processing scanned PDFs.