ParaScript Recognition Suite
Full Suite of Fraud Prevention Toolkits for Financial Institutions
Flexible licensing packages for check deposits, fraud prevention, and document data extraction to deliver scalable results that integrate seamlessly into your existing technology stack.
Flexibility Banks Need, The Accuracy They Trust
Banks and credit unions face rising fraud risks, increasing compliance demands, and costly manual processes that slow operations. The ParaScript Recognition Suite solves these challenges with flexible licensing that adapts to any institution’s needs, while providing access to a complete line of AI-powered tools. Institutions gain unmatched accuracy, stronger fraud prevention, and scalable efficiency—all in one comprehensive suite.
Flexible Options
Recognition Suite Packages
PRS Deposits
Comprehensive software tools designed for check item processing at capture, back-office operations, and secure clearing and exchange between financial institutions
PRS Fraud Prevention
Software suite for payment document processing and compliance reviews, designed to strengthen fraud prevention and reduce risks for organizations handling sensitive documents
PRS Documents
Full suite of document automation capabilities covering forms, applications, claims, invoicing, and more—delivering streamlined processing across all types of documents
PRS Custom
Complete software package designed for check item processing at capture, back-office operations, and secure clearing and exchange between financial institutions
Recognition Suite Benefits
Achieve operational, compliance, and fraud intitiatives with a suite of powerful toolkits designed to scale with you.
Flexible Licensing
Select only the tools you need today and easily expand as your business grows with our flexible licensing packages.
Reduced Manual Review
Dramatically lower you time and labor costs related to manual exception handling and processing bottlenecks.
Fraud Detection
Fraud detection helps identify altered or counterfeit items before losses occur, protecting both your and clients.
Improve Efficiency
Improve teller and back-office productivity by up to 30% in key processing tasks with the power of artificial intelligence.
Comprehensive Integration
Our API toolkits are ready for integrating into your teller, ATM, remote deposit, back-office, and cloud environments.
Scalable Deployment
From small credit unions to enterprise-wide banking networks, work with a suite of tools designed to scale with you.
Frequently Asked Questions
What is ParaScript Recognition Suite?
ParaScript Recognition Suite (PRS) is a complete line of AI-powerd SDK toolkits focused on accurate data extraction while bolstering fraud prevention.
How is is licensed?
PRS has the most flexible license model in the industry. Whether you require a complete deposit automation solution, advanced fraud prevention, or universal document processing, PRS delivers unmatched accuracy with licensing based on your specific needs.
What technology is powering it?
PRS is powered by the same patented AI innovations and proven recognition methods that have made ParaScript products the industry’s highest performing solutions:
- Deep Learning AI Engine trained on millions of real-life document and check images.
- Multi-Image Processing combines multiple image versions (bitonal, grayscale, color, preprocessed) to achieve near-perfect accuracy.
- Holistic and Analytical Recognition methods for robust field recognition under any document condition.
- Proven Accuracy with amount recognition rates at 99% and higher, up to 99.9% in multi-image mode.
- Standards Compliance with FSTC guidelines for image quality and negotiability.
Why choose ParaScript Recognition Suite?
With industry-leading accuracy of up to 99.9% in amount recognition powered by Multi-Image Mode, our patented AI innovations combine holistic and analytical methods for unmatched reliability. Designed for seamless integration, our APIs support teller, back-office, and cloud environments. Whether you need targeted deployments or enterprise-wide systems, our scalable solutions deliver proven ROI—cutting manual review costs, accelerating processing, and reducing fraud risk.
“By embedding ParaScript’s latest technology, CheckXpert.AI, within our applications, we have been able to deliver significantly improved results, increased efficiency, and substantial cost savings for our customers…”
Gearoid Power, CEO
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Ready To Connect?
We would like to find out more about your business needs.
Please feel free to contact us as soon as you’re ready.

