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CheckXpert.AI: AI-Powered Check Recognition & Data Extraction

CheckXpert.AI: AI-Powered Check Recognition & Data Extraction Overview

CheckXpert.AI processes checks with better-than-human accuracy and speed, using deep learning to power remote deposit and branch transformation. It handles the full stream of proof of deposit and remittance documents, including business checks, personal checks, deposit slips, money orders, traveler checks and IRDs. Superior amount recognition, MICR line reading, CAR/LAR mismatch detection and payee verification can cut data entry costs by more than 80%.

Features

  • Superior check amount recognition based on courtesy and legal amount analysis
  • MICR line recognition on bank documents, with results at the field, subfield and character level
  • CAR/LAR mismatch detection
  • Check number and date recognition
  • Payee line recognition and verification, including depositor, blacklist and whitelist checks
  • Payer block recognition
  • Signature presence detection
  • Memo line and endorsement recognition

Benefits

  • Processes checks with better-than-human accuracy and speed, supporting remote deposit and branch transformation
  • Reduces the cost of data entry by more than 80% compared to other solutions on the market
  • Handles the full document stream for proof of deposit and remittance, including business checks, personal checks, deposit slips, money orders, traveler checks and IRDs
  • Extracts high-quality payee data without needing to preconfigure a payee database
  • Supports a multichannel strategy while improving customer experience and reducing costs

Technical Details

Inputs

Check images and related remittance documents, including business checks, personal checks, deposit slips, money orders, traveler checks and Image Replacement Documents (IRDs).

Outputs

Extracted, verified data fields including check amount, MICR line, check number, date, payee line and endorsement information, along with CAR/LAR mismatch and signature presence flags.

Geographic Availability
United States

Additional Information

ParaScript was recently named Tungsten Automation's Embedded Tech Partner of the Year, recognizing 14 years of collaboration between the two companies. The partnership is actively expanding, with a shared roadmap focused on deeper detection of altered and counterfeit check fraud and tighter integration with Tungsten's automation platform. Contact us to learn how CheckXpert.AI fits into your environment.

Required Software / Applications

None

Additional Solutions From Parascript

Created By

Products

Capture
TotalAgility
Other Products

Industry

All industries
Financial Services

compatibility

FraudOne

Business Process

Accounting and Finance
Information Technology
Operations
Support

Last Updated

August 5, 2026

Consulting Required

Yes

Support Available

Yes

Pricing

Free