Document OCR Technology

AI Document OCR Software for Accurate Data Extraction

DocuNero is an AI document OCR software that extracts structured data from PDFs, images, and scanned financial documents using advanced optical character recognition. Our intelligent document OCR delivers high accuracy across invoices, receipts, and complex multi-page documents—without templates or manual setup.

How Document OCR Works

From Document to Structured Data: The OCR Pipeline

1

Document Upload

Upload PDFs, images, or scanned documents in any quality without preprocessing.

2

Optical Character Recognition

Advanced OCR automation software reads text from documents with high precision.

3

AI Data Extraction

AI models analyze recognized text and extract structured fields automatically.

4

Structured Output

Receive clean, validated data ready for downstream systems and workflows.

Financial Document OCR

Intelligent OCR Built for Financial Documents

Unlike generic OCR tools, DocuNero is optimized for OCR for financial documents such as invoices, receipts, and statements*—where layout understanding, field accuracy, and consistency matter most.

Invoice OCR with vendor, date, and line item extraction
Receipt OCR for merchant, amount, and tax detection
Financial statement OCR with structured field recognition*
Layout understanding for complex, multi-section documents
Document Input
Invoice • Receipt • PDF • Scanned Image
AI-Extracted Data
Vendor: Acme Corp
Date: 2024-01-15
Total: $1,234.56
Tax: $123.46
Currency
USD
Fields Extracted
8 of 8
PDF Documents
Digital and scanned PDFs
JPG / PNG Images
Photos and scans
Scanned Documents
Low-quality and faded scans
Multi-page Files
Batch processing support
Universal Document Support

Extract Data from PDFs, Images, and Scanned Documents

DocuNero accepts digital PDFs, mobile photos, scanned documents, and multi-page files. Our OCR software for scanned documents handles low-contrast, faded, and blurry inputs with the same high accuracy—no format conversion required.

Digital PDFs and email attachments*
Mobile phone photos and camera scans
Faded, low-quality, and low-contrast documents
Multi-page files processed as a single extraction
Field Extraction

Automatically Extract Key Fields Using AI OCR

DocuNero uses AI OCR data extraction to identify, normalize, and validate key financial fields automatically—eliminating manual data entry.

Standard Financial Fields

Document dates (invoice, due, delivery)
Totals, subtotals, and tax amounts
Currency detection and normalization
Vendor and merchant names

Advanced Extraction

Line items with quantities and prices
Document identifiers and reference numbers
Custom structured fields and labels
Discounts, shipping, and special charges
Accuracy & Reliability

High-Accuracy AI OCR with Review and Validation

DocuNero delivers industry-leading OCR accuracy across financial documents. Even with challenging scans, our AI maintains 94–99% accuracy through advanced image processing, layout understanding, and continuous learning.

Advanced Image Processing

Handles blur, rotation, and low contrast automatically

Human-in-the-Loop Validation

Review workflows before data enters your systems

Continuous Model Improvement

AI learns from your corrections to improve accuracy

High-Quality Documents
Clear, readable PDFs
99.9%
accuracy
Low-Quality Scans
Faded, blurry images
94-98%
accuracy
Multi-page Files
Complex documents
97%
accuracy
Why Accuracy Matters

Higher accuracy reduces manual review workload, accelerates data entry, and ensures data quality for downstream systems.

Document Processing

OCR That Powers Invoice and Receipt Automation

DocuNero’s document OCR engine is the foundation for intelligent document processing. It powers invoice automation, receipt processing, approvals, analytics, and exports—enabling end-to-end financial document automation.

Invoice Processing

OCR-powered invoice extraction, approvals, and accounts payable automation.

Receipt Processing

OCR-powered receipt scanning for expense tracking and reporting.

Approvals & Workflows

Review and validate OCR results before processing and export.

Multi-Format Exports

Export OCR data to Excel, CSV, JSON, and other formats.

Use Cases

Use Cases for AI Document OCR

Invoice OCR for Accounts Payable

Automate invoice data extraction, streamline approvals, and reduce manual AP processing time.

Receipt OCR for Expense Tracking

Capture receipts from mobile photos and extract merchant, date, and amount data automatically.

OCR for Audits & Reconciliation

Extract data from historical documents and statements for audits and compliance workflows.

OCR Automation for Workflows

Integrate OCR into accounting workflows to automate data entry and improve productivity.

Frequently Asked Questions

Common Questions About Document OCR

What is AI document OCR and how does it work?

AI document OCR uses advanced machine learning and optical character recognition to automatically extract structured data from documents. DocuNero combines computer vision, natural language processing, and financial domain training to recognize text, understand document layouts, and extract key fields with high accuracy.

How accurate is DocuNero's document OCR?

DocuNero achieves 99.9% accuracy on clear, high-quality documents and maintains 94-98% accuracy even on challenging documents with blur, fading, or low contrast. Accuracy improves continuously as the AI learns from your corrections and validations.

What types of documents can DocuNero extract data from?

DocuNero's AI OCR handles invoices, receipts, financial statements, expense reports, purchase orders, and other financial documents in PDF, JPEG, PNG, and scanned image formats. The system automatically detects document type and applies optimized extraction logic.

What data fields does the OCR extract?

DocuNero automatically extracts dates, vendor/merchant names, totals and subtotals, tax amounts, currency, line items, document identifiers, and custom structured fields. The extraction model is optimized for financial documents and understands document layout and accounting terminology.

Can I use document OCR for high-volume processing?

Yes. DocuNero supports batch processing of unlimited documents. Upload multiple files simultaneously, track processing status in real-time, and manage approvals for entire batches. Ideal for high-volume accounts payable, expense management, and audit workflows.

How is OCR data validated and reviewed?

DocuNero includes built-in validation workflows where extracted data can be reviewed, corrected, and approved before export. The system maintains a complete audit trail of all extractions, corrections, and approvals for compliance and accountability.

What export formats are supported?

DocuNero exports OCR-extracted data in Excel (XLSX), CSV, JSON, and PDF formats. Each format is optimized for different use cases—Excel for spreadsheets, CSV for system imports, JSON for API integrations, and PDF for archived reports.

Is document OCR data secure and encrypted?

Yes. DocuNero uses enterprise-grade encryption for all documents and extracted data. Documents can be automatically deleted after processing, and we comply with GDPR, SOC2, and ISO 27001 standards for data security and privacy.

Start Extracting Data with AI OCR

Extract Structured Data from Financial Documents Automatically

Extract structured data from financial documents automatically using DocuNero’s AI document OCR. Reduce manual entry, accelerate workflows, and export clean data to your accounting systems.

Also explore: All FeaturesInvoice ProcessingReceipt Processing