Case Study

Global Insurer Conquers Handwriting Data Digitisation

Global Insurer Conquers Handwriting Data Digitisation

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Product Cognitive Machine Reading Process Automated Bank Authorisation Change Processing Industry Insurance -75% reduction in manual processing The AntWorks Solution: Cognitive Machine Reading (CMR) 1. Document quality improved with the pre-processing engine then classified using document indexing 2. Handwritten fields and checkboxes were dynamically extracted and signature presence were verified using advanced Deep Learning techniques 3. Exceptions handled using the innovative quality check screen, enabling CMR to learn with both assistive and adaptive Machine Learning 4. Clean data is fed directly into the downstream systems using API integrations 92% increase in accuracy rates Results • 85-92% accuracy for handwriting recognition, enabling processing of unstructured data • 75% re

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