Computer Vision and OCR — Automating Document Processing

Millions of pages waiting to be digitized. Modern document AI understands not just characters, but document structure.

Azure Form Recognizer¶

The pre-built invoice model recognizes vendors, line items, amounts, and dates with over 95% accuracy. For specific documents, we train custom models with 50–100 examples. Czech challenges: diacritics, DD.MM.YYYY format, non-standard layouts.

Pipeline¶

Ingestion → pre-processing (deskew, denoise) → classification → extraction → validation → integration into ERP/DMS.

ROI: 3,000 Documents/Month at an Insurance Company¶

85% fully automated, 15% human intervention. Savings: 2 FTE.

Document AI — Clear ROI¶

One of the most rewarding AI use cases — measurable results and immediate impact.