Document OCR 6 min read August 2026

What Is Document AI? Neural OCR & Intelligent Document Processing

Learn how Document AI combines computer vision and LLMs to extract structured financial data from bank statements, salary slips, invoices, and KYC IDs in seconds.

1. Beyond Traditional OCR

Traditional OCR merely recognizes text characters on a page. Document AI (Intelligent Document Processing or IDP) understands the semantic layout: it extracts multi-column transaction tables, identifies salary credits, detects fraud anomalies, and returns clean structured JSON.

Key Takeaway: Document AI turns unstructured PDF scans into verified, actionable JSON database records.

2. Fintech & Lending Use Cases

In digital lending platforms, Document AI parses 6 months of bank statement transactions in under 5 seconds, calculating average monthly balances (ABB), salary deposits, and existing EMI bounces automatically.

Related Capabilities & Software Tools


Article FAQs

Frequently Asked Questions

With modern computer vision preprocessing and transformer models, extraction accuracy exceeds 99% on standard financial documents.

Related AI & Automation Articles

All Blog Posts