The customer is an Indian Banking and Financial Services Company that deals with a large volume of documents that require signature verification. They were looking for a solution that could automate the signature matching process and improve the accuracy of the results.
Developing a signature matching solution that accurately extracts and matches signatures from various document types. The solution needed to be scalable and customizable to accommodate the customer’s evolving needs.
CriticalRiver collaborated with a data engineering and AI/ML platform to develop Momentum-powered AI-driven RESTFUL APIs for Signature Matching. The solution consists of two-way processes: signature extraction and matching. The extraction process involves detecting signatures and locating their positions in a document. To extract signatures, users call the secure extraction API with a scanned image. The API returns the locations and confidence scores of all signatures found. The matching process involves finding similarities between two signature images, removing background noise, resizing signatures, and correcting their orientation.
The solution developed by CriticalRiver and the data engineering and AI/ML platform improved signature matching accuracy by 40%, reduced processing time for signature extraction and matching, and provided a customizable and scalable solution.
Want to learn more about how our experts can drive your digital transformation journey? Write to us at contact@criticalriver.com.
Impact Delivered
40% improved signature matching accuracy
30% increased operational efficiency
25% higher online compliance
The Customer
The customer is an Indian Banking and Financial Services Company that deals with a large volume of documents that require signature verification. They were looking for a solution that could automate the signature matching process and improve the accuracy of the results.
The Challenge
Developing a signature matching solution that accurately extracts and matches signatures from various document types. The solution needed to be scalable and customizable to accommodate the customer’s evolving needs.
The Solution
CriticalRiver collaborated with a data engineering and AI/ML platform to develop Momentum-powered AI-driven RESTFUL APIs for Signature Matching. The solution consists of two-way processes: signature extraction and matching. The extraction process involves detecting signatures and locating their positions in a document. To extract signatures, users call the secure extraction API with a scanned image. The API returns the locations and confidence scores of all signatures found. The matching process involves finding similarities between two signature images, removing background noise, resizing signatures, and correcting their orientation.
Solution Component
Momentum-powered AI-driven RESTFUL APIs, Neural network-based model, Secure extraction API, and Scalable and customizable solution
The Results
The solution developed by CriticalRiver and the data engineering and AI/ML platform improved signature matching accuracy by 40%, reduced processing time for signature extraction and matching, and provided a customizable and scalable solution.
Want to learn more about how our experts can drive your digital transformation journey? Write to us at contact@criticalriver.com.
Tell Us How We Can Help You
Have questions or ready to start your digital transformation journey? Our experts are here to help you every step of the way. Get in touch with us today and let’s build the future together!
Let’s start a conversation.
Tell us what you’re looking to build. Our experts are just a message away.
Salesforce Empowers finance leaders with predictive visibility, 
