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Signature Forgery Detection

SignatureXpert.AI® is a signature forgery detection software that provides signature verification with unprecedented accuracy. It enables signature authentication in applications, including check processing, loan origination, voting by mail, petitions, and countless other uses where it is crucial to prevent signature fraud. SignatureXpert.AI provides the highest degree of accuracy for any document type that requires signature validation, and it exceeds the performance of other signature forgery detection software on the market.

Tromba Technologies has years of expertise in helping organizations with Intelligent Document Processing. Parascript creates best-in-class AI software that streamlines access to your data with unequaled precision. 

Over the years, Parascript has been established as a trusted provider of state-of-the-art solutions in cognitive computing, applying computer vision and artificial intelligence to a number of markets. Parascript was the first to solve the cursive handwriting puzzle. Over the past 25 years, they’ve grown to be the source for applied artificial intelligence technologies for some of the largest postal services and other Global 2000 organizations. Start your automation journey today!



Reseller and Solution Provider

Signature Forgery Detection


Signature Analysis

SignatureXpert.AI’s advanced functionality helps to prevent signature fraud by combining multiple verifiers to analyze dozens of signature features and can use multiple references to differentiate between natural anomalies and true irregularities that indicate fraud.

Background and Noise Elimination

Advanced image preprocessing capabilities ensure a clean image. Backgrounds and all type of noise are eliminated from check images, IRDs, and signature snippets cut from documents with inconsistent layouts.

Complex Signature Styles

Parascript’s signature forgery detection software supports American-style signatures, as well as complex European-style signatures, enabling one software package to deliver universal authentication in a single stream.

Automating Signature Verification

Prevent signature forgery in its early stages and increase efficiency with our software.

Automated Signature Verification for Vote-By-Mail

Parascript SignatureXpert.AI enables signature authentication for voting by mail where it is crucial to prevent signature fraud, providing the highest degree of accuracy.

Diverse Output Options

Uses confidence values as a basis for making decisions about signature genuineness and drawing conclusions about probable fraud type. Set confidence value as a threshold, depending on the specific application.


Get all the technical details that you need to consider when evaluating automated signature forgery detection software:

  • Does it support multiple reference signatures?

  • Does it perform image preprocessing?

  • Does it locate signatures automatically?

Check and Signature Fraud Prevention

Challenges and Resolutions. A variety of efficient, state-of-the-art fraud prevention solutions are explored here that significantly improve check fraud prevention, reduce risk and help avoid financial losses.

High Volume Mail and Parcel Processing

Parascript helps high-volume mailers, postal operators, major corporations, and government agencies to streamline and automate mail sorting. This includes letters, flats, parcels, forwarded mail, business reply mail, and bundles. Parascript also enables companies to significantly improve the speed and accuracy of their mail processing and reduce data entry costs with InMailRouter®. It automatically reads and sorts all types of incoming mail, helping facilities that range from high-volume postal mail processing centers to mail rooms of large corporate organizations significantly reduce inefficient, labor-intensive mail flow.

Prevent Fraud for Banking & Finance

Parascript machine learning software helps commercial and retail banking organizations automate complex, costly, and error-prone processes. These processes, such as Know Your Customer (KYC) and AML initiatives, combat fraud and support compliance. As banks of all sizes expand their engagement channels and work to improve customer experiences, the costs of managing comprehensive compliance and fraud prevention processes continue to increase. New gaps in compliance are discovered seemingly every month.

Parascript software provides the automation “behind the scenes” for many solutions already used by banks, helping to enable compliance and identify fraud for financial institutions regardless of channel, such as remote deposit, teller, Web, ATM, or mobile device. The software detects counterfeit documents, signature forgery, content alteration, duplicate presentment, CAR/LAR mismatch, and payee match discrepancies. Reliable automation is key to mitigate losses, protect assets, and improve customer service and loyalty. Parascript automation software for compliance and fraud prevention solutions can be deployed in both front and back-office environments, enabling financial institutions to provide more comprehensive automation at lower costs than ever.

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