Comparison
OCR vs Document Intelligence
OCR turns images into text. Document intelligence classifies documents, extracts structured fields, validates them, and routes results into business systems.
Quick Summary
OCR turns images into text. Document intelligence classifies documents, extracts structured fields, validates them, and routes results into business systems.
Definition: OCR
Optical character recognition — image-to-text conversion.
Definition: Document Intelligence
End-to-end document understanding for business processes, including OCR as one step.
Comparison table
| Dimension | OCR | Document Intelligence |
|---|---|---|
| Output | Text / characters | Structured fields + confidence + routing |
| Validation | Usually none | Business rules + human review queues |
| System write | Manual or custom | Typed proposals into ERP/CRM/workflows |
| Layout change | Breaks brittle templates | Monitored with retraining/review loops |
| Best fit | Digitize readable text | Invoices, KYC, contracts, claims packs |
Business use cases
OCR
- Archive digitization
- Searchable PDF creation
- Simple text capture
Document Intelligence
- Invoice capture to ERP
- KYC onboarding packs
- Claims document intake
Decision guidance
If you only need searchable text, OCR may be enough. If the business needs structured, validated data in a system of record, use document intelligence with OCR inside the pipeline.
Key Takeaways
- OCR: Optical character recognition — image-to-text conversion.
- Document Intelligence: End-to-end document understanding for business processes, including OCR as one step.
- Decision: If you only need searchable text, OCR may be enough. If the business needs structured, validated data in a system of record, use document intelligence with OCR inside the pipeline.
Related: Glossary: Ocr · Glossary: Document Intelligence · Insight · Services · All comparisons · Glossary